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Imputation of a sigle variable (y) by a regression model using a primary explanatory variable (x1) and a secondary explanatory variable (x2) for cases where the primary is missing.

Usage

ImputeRegression2(
  data,
  idName = names(data)[1],
  strataName = NULL,
  x1Name = names(data)[3],
  x2Name = names(data)[4],
  yName = names(data)[5],
  method1 = "ordinary",
  method2 = "ordinary",
  limitModel = 2.5,
  limitIterate = 4.5,
  limitImpute = 50,
  returnSameType = TRUE
)

ImputeRegression2NewNames(
  ...,
  oldNames = c("yImputed", "Ntotal", "nImputedTotal", "AnImputedTotal", "BnImputedTotal",
    "estimateTotal", "AyHat", "ByHat", "AestimateOrig", "cvTotal"),
  newNames = c("estimate", "N", "nImputed", "AnImputed", "BnImputed", "estimate",
    "AestimateYHat", "BestimateYHat", "y", "cv")
)

ImputeRegression2Tall(..., iD = TalliD())

ImputeRegression2TallSmall(
  ...,
  iD = TalliD(),
  keep = c("ID", "estimate", "cv", "nImputed")
)

ImputeRegression2Wide(
  ...,
  addName = WideAddName(),
  sep = WideSep(),
  idNames = c("", "strata", ""),
  addLast = FALSE
)

ImputeRegression2WideSmall(
  ...,
  keep = c("id", "strata", "estimate", "cv", "nImputed"),
  addName = WideAddName(),
  sep = WideSep(),
  idNames = c("", "strata", ""),
  addLast = FALSE
)

Arguments

data

Input data set of class data.frame

idName

Name of id-variable(s)

strataName

Name of starta-variable. Single strata when NULL (default)

x1Name

Name of x1-variable

x2Name

Name of x2-variable

yName

Name of y-variable

method1

The method (model and weight) coded as a string: "ordinary" (default), "ratio", "noconstant", "mean" or "ratioconstant". I addition "ratio2" and "ratioconstant2" are alternatives where the weights are based on the other x-variable (x1<->x2).

method2

Similar to method2 above.

limitModel

Studentized residuals limit. Above limit -> group 2.

limitIterate

Studentized residuals limit for iterative calculation of studentized residuals.

limitImpute

Studentized residuals limit. Above limit -> group 3.

returnSameType

When TRUE (default) and when the type of input y variable(s) is integer, the output type of yImputed/estimate/estimateTotal is also integer. Estimates/sums are then calculated from rounded imputed values.

Value

Output of the alternative variants of the function are constructed similar to the variants of ImputeRegression.

Output of ImputeRegression2 and ImputeRegression2NewNames (using the names after or below) is a list of three data sets. micro has as many rows as input, aggregates has one row for each strata and total has a single row. Variables from the two imputations are named using "A" and "B". The individual variables (dropping "A" and "B") are:

micro consists of the following elements:

id

id from input

x1

The input x1 variable

x2

The input x2 variable

strata

The input strata variable (can be NULL)

category123

The three imputation groups: representative (1), correct but not representative (2), wrong (3).

yHat or estimateYHat

Fitted values

yImputed or estimate

Imputed y-data

rStud

The final studentized residuals

dffits

The final DFFITS statistic

hii

The final leverages (diagonal elements of hat matrix)

leaveOutResid

The final outside-model residual

aggregates consists of the following elements:

N

Number of observations in each strata

nImputed

Number of imputed observations in each strata

estimate

Total estimates from imputed data

cv

Coefficient of variation = seEstimate/estimate

estimateYhat

Totale estimate based on model fits

estimateOrig or y

Estimate based on original data with missing set to zero

coef

The final first model coefficient

coefB

The final second model coefficient or zeros when only one coefficient in model.

n

The final number of observations in model.

sigmaHat

The final square root of the estimated variance parameter

seEstimate

The final standard error estimate of the total estimate from imputed data

seRobust

Robust variant of seEstimate (experimental)

total consists of the following elements:

Ntotal or N

Number of observations

nImputedTotal or nImputed

Total number of imputed observations

estimateTotal or estimate

Total estimate for all strata

cvTotal or cv

Total cv for all strata

Details

Imputations are initially performed by running method1 using x1 within each strata. Division into three groups are based on studentized residuals. Calculations of studentized residuals are performed by iterativily throwing out observations from the model fitting. Missing imputed values caused by missing x1-values are thereafter imputed by running method2 using x2 within each strata. Combined estimates of seRobust,seEStimate and cv are calculated.

Examples


rateData <- KostraData("rateData")               # Real Kostra data set
w <- rateData$data[, c(17,19,3,16,5)]              # Data with id, strata, x1, x2 and y
w <- w[is.finite(w[,"Ny.kostragruppe"]), ]       # Remove Longyearbyen
ImputeRegression2(w, strataName = names(w)[2])    # Works without combining strata
#> $micro
#>       id     x1     x2      y strata Acategory123        AyHat       ArStud
#> 1    101   9020  30544   2792     13            1  10748.81331 -1.196516910
#> 2    104  12815  32182  11319     13            1  15665.78336 -0.643509827
#> 3    105  31417  54678  32854     13            1  39767.35831 -1.039442347
#> 4    106  38167  78967  42362     13            1  48512.95723 -0.934755383
#> 5    111   2790   4511   3278      3            1   2147.77512  0.774135971
#> 6    118   1025   1404    853      5            1    572.03785  0.978411840
#> 7    119   1900   3610   1531      1            1   1582.43251 -0.086108079
#> 8    121      0    672    103      4            1     89.75606  0.055095415
#> 9    122   3169   5343   2226     10            1   2583.07241 -0.269268009
#> 10   123   2537   5736   2512     11            1   2654.97347 -0.051624838
#> 11   124   7549  15615   6721      8            1   6798.45526 -0.020315373
#> 12   125   4150  11396  10538     10            2   3147.46644  5.326460492
#> 13   127      0   3742      0      2            1    208.42510 -0.344725724
#> 14   128      0   8084    474     11            1   1098.26069 -0.229638517
#> 15   135   3520   7357   1507      7            1   3429.51899 -0.853550981
#> 16   136   7946  15458   5491      7            1   7397.15522 -0.858974643
#> 17   137   1298   5186    331      1            1   1108.58354 -1.361136332
#> 18   138    500   5382    811      1            1    480.45815  0.551533322
#> 19   211  11929  16732   9867      7            1  10967.66926 -0.536966724
#> 20   213  21799  30261  22914     13            1  27305.85160 -0.649268679
#> 21   214   6209  18992   9635      7            1   5840.04177  1.767072793
#> 22   215   4350  15695   7751      8            1   5558.59059  0.585996292
#> 23   216  13678  18623  10648      7            1  12535.53998 -1.004817970
#> 24   217  11582  26792  14146     13            1  14068.25396  0.011462943
#> 25   219  74171 122348  97383     13            1  95161.33399  0.409389859
#> 26   220  38503  60106  53067     13            1  48948.29370  0.622778324
#> 27   221     NA  15914      0      7            0           NA           NA
#> 28   226   2658  17443   4400      7            1   2656.78911  0.776707992
#> 29   227   1470  11374   1353      7            1   1591.82032 -0.106512250
#> 30   228   7754  17426  11010      7            1   7225.03906  1.787647629
#> 31   229   7585  10870   2809      7            1   7073.54097 -2.048376600
#> 32   230  22511  36368  23871     13            1  28228.35033 -0.644303456
#> 33   231  25607  52522  41227     13            1  32239.66503  1.354121939
#> 34   233   9175  22857   9878     13            1  10949.63817 -0.158427582
#> 35   234     NA   6323    400      7            0           NA           NA
#> 36   235  20951  34189  23717     13            1  26207.14525 -0.366755467
#> 37   236   3425  20783    112      7            1   3344.35734 -1.479371852
#> 38   237  10788  23811  13445     13            1  13039.51240  0.059830256
#> 39   238   3320  12267   4830      7            1   3250.23131  0.698634380
#> 40   239   1989   2837   1245      2            1   1105.59128  0.224712912
#> 41   301 180117 658390 455113     15            1 455113.00000          NaN
#> 42   402   9400  17835  10354      8            1   7515.86367  0.773613926
#> 43   403  20296  30120  23153     13            1  25358.49824 -0.324669420
#> 44   412   6698  33597   7146     13            1   7740.32728 -0.088124736
#> 45   415   3020   7588   3649      7            1   2981.29980  0.293348980
#> 46   417   3168  20119    616     10            1   2582.49709 -1.592523908
#> 47   418   2862   5131   2657     10            1   2406.44758  0.188478619
#> 48   419   3194   7901   2904      7            1   3137.28008 -0.102194989
#> 49   420   3405   6142   1440     11            1   3187.58155 -0.631931991
#> 50   423   2958   4763   1537      2            1   1542.67224 -0.009190429
#> 51   425   3700   7456   1500     11            1   3368.59466 -0.675619400
#> 52   426   1315   3760     NA      2            3    801.57418           NA
#> 53   427   7213  21030   7919     13            1   8407.58409 -0.072390907
#> 54   428     NA   6525     10     11            0           NA           NA
#> 55   429   1668   4429      0      2            1    960.79976 -1.599965576
#> 56   430   2092   2600    309      2            1   1152.05087 -1.392314267
#> 57   432     NA   1881    742      3            0           NA           NA
#> 58   434     NA   1305    409      6            0           NA           NA
#> 59   436   1080   1620    569      5            1    592.47786 -0.079406888
#> 60   437   2450   5580   1909     12            1   3525.49241 -0.545676534
#> 61   438     NA   2426    830      2            0           NA           NA
#> 62   439   1182   1592      0      2            1    741.58268 -1.222711318
#> 63   441   2852   1956   1828      5            1   1251.01795  2.407397472
#> 64   501  19444  27476  20635     13            1  24254.60931 -0.533941373
#> 65   502   9415  30137   7666     13            1  11260.59280 -0.532944476
#> 66   511   1780   2701   1256      2            1   1011.31892  0.395052053
#> 67   512    748   2055    742      5            1    469.09451  0.952215693
#> 68   513   3100   2204   3199      3            1   2371.85484  0.563422173
#> 69   514   2030   2347     NA      3            3   1598.41840           NA
#> 70   515   2400   3664   1721      2            1   1290.97856  0.697847967
#> 71   516   4088   5741   7149     12            1   4714.47654  0.814822138
#> 72   517   5900   5935   4099     11            1   4718.52297 -0.222773686
#> 73   519     NA   3154      0      2            0           NA           NA
#> 74   520   1990   4462   1576      2            1   1106.04235  0.762795708
#> 75   521   2468   5072   1535     11            1   2612.63481 -0.389928381
#> 76   522   2547   6227   5721     11            1   2661.10951  1.121190510
#> 77   528   1405  14906    824     10            1   1568.19876 -0.581193035
#> 78   529   9760  13180   1803      7            2   9023.29443 -2.966339097
#> 79   532   2213   6629   3715      7            1   2257.87403  0.649599053
#> 80   533     NA   9044   1433      7            0           NA           NA
#> 81   534   2773  13695   3384     10            1   2355.24364  0.787947439
#> 82   536   2555   5758   1961     10            1   2229.82274 -0.202491845
#> 83   538   2587   6751    445     11            1   2685.65366 -0.815220335
#> 84   540      0   3058      0      2            1    208.42510 -0.344725724
#> 85   541   3100   1321   1097      6            1   1719.99595 -0.908128975
#> 86   542   5988   6458   5303     11            1   4772.52011  0.190755541
#> 87   543    627   2168    801      2            1    491.24219  0.506434415
#> 88   544      0   3220      0      2            1    208.42510 -0.344725724
#> 89   545      0   1590    140      6            1    169.58854 -0.042618316
#> 90   602  32524  67895  56116     13            1  41201.63654  2.363576439
#> 91   604   6587  27013      0     13            1   7596.51077 -1.144304014
#> 92   605   8718  29801  15997     13            1  10357.52873  0.841071903
#> 93   612   1548   6767   2624      8            1   4472.59471 -0.520895806
#> 94   615   2570   1074   1145      5            1   1146.21642 -0.004270220
#> 95   616   2915   3422   1726      2            1   1523.27649  0.328761519
#> 96   617   5800   4578   2957      2            1   2824.59597  0.235505110
#> 97   618   2795   2422   1291      2            1   1469.14882 -0.288440938
#> 98   619   2295   4711    690      3            1   1789.97042 -0.754550318
#> 99   620   3090   4497   1208      3            1   2364.62646 -0.793553187
#> 100  621     NA   3512    106      2            0           NA           NA
#> 101  622      0   2275    260      1            1     86.89588  0.296713606
#> 102  623   4507  13794   3835     10            1   3352.85753  0.377614470
#> 103  624   6000  18205   7781      7            1   5652.68615  0.946923542
#> 104  625     NA  24431   5406     13            0           NA           NA
#> 105  626   7678  25731  20942     13            1   9010.05868  1.838019528
#> 106  627     NA  21492   4783     13            0           NA           NA
#> 107  628     NA   9413     16      7            0           NA           NA
#> 108  631     NA   2699   1216      1            0           NA           NA
#> 109  632     NA   1404    304      6            0           NA           NA
#> 110  633   2119   2548   1873      6            1   1229.36703  0.914310164
#> 111  701   8577  27178   2934     13            1  10174.84289 -1.086182533
#> 112  702   3099  10741   2043      7            1   3052.11843 -0.444158131
#> 113  704  29223  42276  29885     13            1  36924.71476 -1.055657148
#> 114  706   8211  45820  20503     13            1   9700.63708  1.650583403
#> 115  709  13787  43867  14068     13            1  16925.14960 -0.421509470
#> 116  711   3855   6604    781      7            1   3729.82584 -1.335873904
#> 117  713   5900   9297   2501     10            1   4154.28554 -1.527447459
#> 118  714   2027   3163   2201      2            1   1122.73171  1.810270752
#> 119  716   8200   9361   3876      8            1   7050.76907 -0.855726764
#> 120  719   3240   5937   1232     10            1   2623.92050 -1.085888715
#> 121  720   4608  11657   2907      7            1   4404.84394 -0.658488343
#> 122  722   8382  21621   7164     13            1   9922.19225 -0.408850526
#> 123  723   1831   4971   1143      1            1   1528.12092 -0.652808885
#> 124  728    744   2474      0      1            1    672.51654 -1.157841930
#> 125  805  19328  35955  12781     13            1  24104.31458 -1.723815224
#> 126  806   9200  53952  72675     13            2  10982.02928  8.927150667
#> 127  807   5450  12717   9812     11            1   4442.40127  2.020070204
#> 128  811      0   2335    106      1            1     86.89588  0.032627891
#> 129  814   3317  14088   6103      8            1   5158.22166  0.254029992
#> 130  815   5716  10607   4926     11            1   4605.61988  0.115121866
#> 131  817   2743   4136   1600      2            1   1445.69350  0.249643614
#> 132  819   5575   6534   2033     11            1   4519.10175 -0.901627902
#> 133  821      0   6101    265     11            1   1098.26069 -0.306671109
#> 134  822    540   4338    447      1            1    511.94313 -0.106867681
#> 135  826   4697   5940   3801     12            1   5156.53475 -0.443490253
#> 136  827     NA   1613      0      5            0           NA           NA
#> 137  828   1025   2991   1015      2            1    670.76564  0.559978004
#> 138  829   2700   2448   2806      2            1   1426.29775  2.391312245
#> 139  830      0   1443    377      5            1    191.11032  0.655589913
#> 140  831   1150   1323   1587      6            1    744.73968  1.206010022
#> 141  833   2100   2246   2287      3            1   1649.01705  0.434710645
#> 142  834  12410   3727      0      3            2   9101.47464 -3.704065472
#> 143  901   5494   6920   2037     11            1   4469.39984 -0.881709624
#> 144  904  10391  22550   8696     13            1  12525.14162 -0.567401007
#> 145  906  65832  44313  23978     13            2  84356.95632 -7.857332654
#> 146  911    546   2473      0      2            1    454.70601 -0.747412101
#> 147  912   2000   2036   2438      1            1   1661.14496  1.415414327
#> 148  914      0   6014    370     10            1    759.86685 -0.331204530
#> 149  919   9886   5618  11348     11            1   7164.34763  1.582630969
#> 150  926   9036  10577   4156     11            1   6642.78442 -0.916133484
#> 151  928   2341   5147    387      2            1   1264.36579 -1.453143735
#> 152  929   2835   1847   1072      6            1   1587.46113 -0.740984405
#> 153  935   1916   1317     NA      5            3    903.16607           NA
#> 154  937    275   3582   1088      1            1    303.35513  1.415085491
#> 155  938     NA   1204    784      6            0           NA           NA
#> 156  940   3000   1242   3053      6            1   1669.98281  2.121006561
#> 157  941      0    945   4103     16            1   2243.48522  1.349056532
#> 158 1001  61868  88447  78937     13            1  79221.02238 -0.047232377
#> 159 1002   9039  15529  14448      8            1   7375.94771  2.133307407
#> 160 1003  12099   9705  11708     11            1   8522.25279  1.223764008
#> 161 1004   5010   9096   6981     11            1   4172.41561  1.020951397
#> 162 1014   7426  14308   6404      8            1   6750.78306 -0.090916987
#> 163 1017   3800   6419   3191     10            1   2946.10262  0.186411216
#> 164 1018   2606  11260   1007      7            1   2610.17431 -0.713217014
#> 165 1021   2003   2290   1879      4            2    802.36788  3.972409452
#> 166 1026   1355    942    696      6            1    847.26662 -0.211505928
#> 167 1027    440   1750    455      4            1    246.29585  0.890172747
#> 168 1029   2220   4943   1512      2            1   1209.78705  0.488502979
#> 169 1032   1200   8497   8749     11            1   1834.58522  2.730511738
#> 170 1034     NA   1702     45      5            0           NA           NA
#> 171 1037   3895   5981    863     12            1   4574.38257 -1.289354070
#> 172 1046   1400   1832    739     16            1   1939.48509 -0.695504281
#> 173 1101   4631  14942   5848     10            1   3424.19786  2.161053431
#> 174 1102  26391  74820  47888     13            1  33255.45015  2.292617596
#> 175 1103  60935 132644 138672     14            1 128174.84958          NaN
#> 176 1106  13610  36951  28370     13            1  16695.82057  1.784205231
#> 177 1111    612   3313      0      1            1    568.61610 -0.968204722
#> 178 1112     NA   3243   5084      2            0           NA           NA
#> 179 1114     NA   2825    566      2            0           NA           NA
#> 180 1119      0  18591      0      7            1    274.05591 -0.125436304
#> 181 1120   7170  18970   7220      7            1   6701.51905  0.228341965
#> 182 1121   6580  18572   6665      8            1   6422.89137  0.063307913
#> 183 1122   4195  11853   5484      8            1   5498.51587 -0.003845774
#> 184 1124  22700  26096  22687     13            1  28473.22710 -0.858986911
#> 185 1127   6432  10737  11144      8            1   6365.52971  1.315063613
#> 186 1129     89   1238   1386     16            1   2224.15949 -0.536159181
#> 187 1130   4168  12464   2357      8            1   5488.05124 -0.848250918
#> 188 1133   1790   2737   2196      3            1   1424.93733  0.529171353
#> 189 1134   2803   3903   4214     16            1   1634.83354  2.042158334
#> 190 1135   5988   4710   7117      3            1   4459.41037  2.232478175
#> 191 1141     NA   3221      0      2            0           NA           NA
#> 192 1142   4050   4856   1491      2            1   2035.23407 -0.910297227
#> 193 1144     NA    524    178      4            0           NA           NA
#> 194 1145     NA    865     15      5            0           NA           NA
#> 195 1146   8550  10925   5125     12            1   7953.33320 -0.949421751
#> 196 1149   8354  42187  13044     13            1   9885.91421  0.468440567
#> 197 1151    450    200    563      4            1    249.85357  1.440883528
#> 198 1160  10516   8788   2689     11            1   7550.91801 -1.871854829
#> 199 1201  94310 277391 205308     14            1 209010.03821  0.000000000
#> 200 1211    651   4106    674      1            1    599.31396  0.122378958
#> 201 1216   1900   5593   1531     11            1   2264.10787 -0.265802464
#> 202 1219   2975  11778    262     11            1   2923.73193 -0.970006152
#> 203 1221  11300  18775   6421      8            1   8252.26344 -0.515473243
#> 204 1222    497   3140      0      3            1    490.30807 -0.350098513
#> 205 1223   2200   2797    169      2            1   1200.76577 -1.726430964
#> 206 1224     NA  13271    829     11            0           NA           NA
#> 207 1227      0   1104      0      6            1    169.58854 -0.244497750
#> 208 1228   6398   6930   6358     12            1   6391.24904 -0.010719518
#> 209 1231    600   3401   1092      2            1    479.06346  1.012604922
#> 210 1232   2207    925   1371     16            1   1764.25073 -0.225128902
#> 211 1233     NA   1116    633      6            0           NA           NA
#> 212 1234     NA    920     25      5            0           NA           NA
#> 213 1235  11331  14425   8113     11            1   8051.00509  0.023154862
#> 214 1238   7310   8475   5161     11            1   5583.70430 -0.152614389
#> 215 1241     NA   3876   1435      2            0           NA           NA
#> 216 1242    440   2443    572      3            1    449.10632  0.087759994
#> 217 1243  12075  19742   2162      8            1   8552.63703 -2.056341475
#> 218 1244   3200   5118   2002      3            1   2444.13862 -0.299777376
#> 219 1245   3658   6975      0      8            1   5290.38604 -1.508952734
#> 220 1246     NA  24870   7228     13            0           NA           NA
#> 221 1247  10257  28380   9927     13            1  12351.52529 -0.358471241
#> 222 1251   4911   4125   4074      3            1   3680.91407  0.278593027
#> 223 1252   2520    381      0     16            1   1696.28499 -1.088207486
#> 224 1253   1874   7957    846     10            1   1838.02628 -0.768739608
#> 225 1256     NA   7812      0      8            0           NA           NA
#> 226 1259   1121   4852   2720      3            1    941.35885  1.281586251
#> 227 1260   3956   5077   2169     10            1   3035.85335 -0.671202789
#> 228 1263  11486  15607   8647     12            1  10084.50378 -0.490084794
#> 229 1264   2248   2858   4004      2            2   1222.41684  4.428069688
#> 230 1265   1471    576   1303      5            1    737.78778  2.178790188
#> 231 1266   2700   1701   1542      6            1   1519.94338  0.031300694
#> 232 1401   4017  11923  14126     11            2   3563.10706  3.750484069
#> 233 1411      0   2370      0      5            1    191.11032 -0.674518094
#> 234 1412   1019    785    658      5            1    569.80803  0.299167596
#> 235 1413   1568   1395    387      4            1    647.60695 -1.171072916
#> 236 1416     NA   4161  12094      3            0           NA           NA
#> 237 1417   2019   2689      0      3            1   1590.46719 -1.111402650
#> 238 1418   2645   1294   1048      5            1   1174.08917 -0.447375232
#> 239 1419     NA   2298   2397      2            0           NA           NA
#> 240 1420     NA   7839    397      8            0           NA           NA
#> 241 1421   2570   1764      0     16            1   1685.42784 -1.087181890
#> 242 1422   3726   2172      0      6            2   2033.07823 -2.660967804
#> 243 1424   5950   5359   8456     12            1   6066.05680  0.789404253
#> 244 1426   2999   5093  11700     12            1   3923.99808  3.672392053
#> 245 1428     NA   3023      0      1            0           NA           NA
#> 246 1429   2277   2830   1079      2            1   1235.49770 -0.252433029
#> 247 1430     NA   2942    285      2            0           NA           NA
#> 248 1431      0   3020     NA      2            3    208.42510           NA
#> 249 1432  11500  12900   5772      8            1   8329.77921 -0.730185954
#> 250 1433   1200   2840     94      2            1    749.70183 -1.076304534
#> 251 1438   3506   3846    758      6            1   1923.04931 -1.794255153
#> 252 1439     NA   6046   1895     11            0           NA           NA
#> 253 1441     NA   2774      0      1            0           NA           NA
#> 254 1443   2800   6015   3038     11            1   2816.35126  0.079945510
#> 255 1444   2500   1200      0      4            2    979.18669 -3.446062160
#> 256 1445   6639   5784   8526     11            1   5171.97616  1.229064547
#> 257 1449   1307   7168   2281     10            1   1511.81689  0.603641889
#> 258 1502  18879  26732  24205     13            1  23522.57029  0.100328819
#> 259 1504  15204  46747  22851     13            1  18761.07755  0.604324458
#> 260 1505   9913  24526   7486     13            1  11905.82365 -0.656105810
#> 261 1511   1856   3256   1064      2            1   1045.59978  0.029643093
#> 262 1514     NA   2559    405      1            0           NA           NA
#> 263 1515     NA   8972   3423      8            0           NA           NA
#> 264 1516  11028   8430   5817     11            1   7865.08314 -0.767377430
#> 265 1517     NA   5189   1780     10            0           NA           NA
#> 266 1519   2000   9037    932     11            1   2325.46824 -0.506051759
#> 267 1520   2350  10677   3974     10            1   2111.88108  1.499243465
#> 268 1523   2262   2310   3098      1            1   1867.37159  2.697761412
#> 269 1524    880   1652    601      6            1    609.70419 -0.012225551
#> 270 1525     NA   4598    461      2            0           NA           NA
#> 271 1526   2450   1020     NA      5            3   1101.62003           NA
#> 272 1528   3045   7675   3714      7            1   3003.71076  0.312078782
#> 273 1529   2470   4620   3436      1            2   2031.09350  2.082202039
#> 274 1531   3000   8952   2024      7            1   2963.37103 -0.413526341
#> 275 1532   6968   8094   2111     11            1   5373.85181 -1.195909568
#> 276 1534      0   9200   1115     10            1    759.86685  0.301521203
#> 277 1535   6015   6611   2432     11            1   4789.08741 -0.854598610
#> 278 1539   4844   7492   3288     11            1   4070.55738 -0.281270285
#> 279 1543     NA   2970    554      2            0           NA           NA
#> 280 1545      0   2088      0      4            1     89.75606 -0.377080789
#> 281 1546   3118   1270      0      5            2   1349.87329 -4.200727576
#> 282 1547      0   3518   1770     16            1   2243.48522 -0.303188031
#> 283 1548   3000   9717   1287     10            1   2485.84246 -0.924856938
#> 284 1551   6287   3467   2093      1            2   5035.54787 -2.710916335
#> 285 1554   1825   5826   1862     11            1   2218.08758 -0.129080587
#> 286 1557   3745   2593   1061      2            1   1897.65957 -1.409521950
#> 287 1560   1500   3103    980      2            1    885.02101  0.153265635
#> 288 1563   5193   7160   7244     12            1   5516.56901  0.565959035
#> 289 1566   2100   5969   5687     11            1   2386.82862  1.214998748
#> 290 1567      0   2036      0      2            1    208.42510 -0.344725724
#> 291 1571   1715   1547    958      5            1    828.46711  0.442817680
#> 292 1573   1890   2141   1105      6            1   1114.83693 -0.013754969
#> 293 1576   3730   3536   1765      3            1   2827.24264 -0.733070477
#> 294 1601  42752 187353  77340     14            1  84135.11221          NaN
#> 295 1612   5078   4260   3297      2            1   2498.92780  1.403398823
#> 296 1613    342    978     NA      5            3    318.21004           NA
#> 297 1617     NA   4622     14      3            0           NA           NA
#> 298 1620   2044   4799   3938      3            1   1608.53813  1.684870390
#> 299 1621   3545   5209   5014      8            1   5246.58963 -0.062186509
#> 300 1622   3300   1733   1070      4            1   1263.80450 -1.335810220
#> 301 1624    920   6644    388     11            1   1662.77616 -0.466090908
#> 302 1627   3179   4779   2042      2            1   1642.35738  0.653085776
#> 303 1630     NA   3272      2      2            0           NA           NA
#> 304 1632     NA    961      0      5            0           NA           NA
#> 305 1633   1082    976    564      5            1    593.22114 -0.098841544
#> 306 1634   2885   6886   5541     11            1   2868.50759  0.974358557
#> 307 1635   3842   2562   1462      2            1   1941.41277 -0.795661587
#> 308 1636      0   3954      0      2            1    208.42510 -0.344725724
#> 309 1638   4098  11779   7918      7            1   3947.66037  1.856295972
#> 310 1640    382   5635      0     11            1   1332.65733 -0.489573498
#> 311 1644      0   2031   1926      2            1    208.42510  3.194611383
#> 312 1648   3715   6298   5310     10            1   2897.19997  2.059192391
#> 313 1653   9611  16096  12273      7            1   8889.72511  1.628103762
#> 314 1657   2500   7755   1835      7            1   2515.15185 -0.300178113
#> 315 1662   2549   6067   2014     11            1   2662.33672 -0.234233913
#> 316 1663   7560  13738  14395      8            1   6802.71862  2.296259335
#> 317 1664   3236   4132   2009      1            1   2634.03090 -1.396511589
#> 318 1665   3000    851   3413      6            1   1669.98281  2.795091933
#> 319 1702      0  21781   2123     13            1   -937.89813  0.460690095
#> 320 1703  11596  13010   9687     11            1   8213.61009  0.554241672
#> 321 1711     NA   2523   3978      3            0           NA           NA
#> 322 1714  20710  23308  23850     13            1  25894.89498 -0.300999009
#> 323 1717    200   2631      0      1            1    244.32079 -0.413028263
#> 324 1718   2225   3531   1291      4            1    881.34932  2.490591373
#> 325 1719  13987  19610  25837      8            2   9293.68775  3.757463961
#> 326 1721    500  14885   3302      8            1   4066.41210 -0.221527185
#> 327 1724      0   2527    473      2            1    208.42510  0.438013900
#> 328 1725     NA   1622      0      5            0           NA           NA
#> 329 1736      0   2139      0      3            1    131.05769 -0.095952920
#> 330 1738   4410   1375   1379      5            1   1830.02780 -2.262233446
#> 331 1739   1586    469    297      6            1    962.79698 -0.943016028
#> 332 1740   2412    867      0      6            1   1375.90553 -2.067959012
#> 333 1742   2841   2466   3258      6            1   1590.46192  2.628083129
#> 334 1743     NA   1250      0      5            0           NA           NA
#> 335 1744   1916   3825    331      2            1   1072.66361 -1.217822154
#> 336 1748    288    633     85      4            1    192.21847 -0.442751084
#> 337 1749   1768   1103    405      5            1    848.16386 -1.627479697
#> 338 1750   4056   4387   5225      3            1   3062.88776  1.568645115
#> 339 1751     NA   5126    607     11            0           NA           NA
#> 340 1755     NA    562      0      5            0           NA           NA
#> 341 1756    800   6769    132     11            1   1589.14371 -0.533701376
#> 342 1804  15263  50488  32268     13            1  18837.52057  2.076988709
#> 343 1805  10530  18787  13906     11            1   7559.50846  2.518935900
#> 344 1811      0   1465      0      5            1    191.11032 -0.674518094
#> 345 1812   2200   2031   1226      3            1   1721.30083 -0.336477389
#> 346 1813   2920   7962   5188     11            1   2889.98372  0.835257008
#> 347 1815      0   1244     NA      6            3    169.58854           NA
#> 348 1816    112    507     NA      4            3    129.60255           NA
#> 349 1818     NA   1743     NA      2            0           NA           NA
#> 350 1820   5845   7437   5115     12            1   5989.83987 -0.283230154
#> 351 1822    900   2216    594      2            1    614.38265 -0.033074344
#> 352 1824  11200  13427   8888     12            1   9876.90338 -0.333626151
#> 353 1825     NA   1462     22      5            0           NA           NA
#> 354 1826   1955   1465   1127      6            1   1147.34547 -0.028465628
#> 355 1827     NA   1402     NA      5            0           NA           NA
#> 356 1828      0   1838    354      6            1    169.58854  0.265914908
#> 357 1832   3716   4486   1770      3            1   2817.12291 -0.722180702
#> 358 1833  10751  26039  20207     13            1  12991.57356  1.079665072
#> 359 1834   1260   1923     NA      4            3    538.02910           NA
#> 360 1835   1770    478     NA      5            3    848.90713           NA
#> 361 1836      0   1268     14      5            1    191.11032 -0.623854815
#> 362 1837   2315   6471   2027     12            1   3427.49921 -0.472552667
#> 363 1838      0   2043    744      6            1    169.58854  0.836626326
#> 364 1839      0   1034      0      6            1    169.58854 -0.244497750
#> 365 1840     NA   4700     NA      2            0           NA           NA
#> 366 1841   6132   9604   8214     12            1   6198.16615  0.660989839
#> 367 1845     NA   1963     NA      6            0           NA           NA
#> 368 1848   5800   2543   2327      3            1   4323.51687 -1.571801989
#> 369 1849     NA   1824     NA      6            0           NA           NA
#> 370 1850     NA   1974     NA      6            0           NA           NA
#> 371 1851     NA   2144   1529      5            0           NA           NA
#> 372 1852     NA   1283     NA      5            0           NA           NA
#> 373 1853     NA   1400     NA      6            0           NA           NA
#> 374 1854    950   2556     NA      2            3    636.93584           NA
#> 375 1856   1850    551     22      6            1   1094.83167 -1.557236431
#> 376 1857    320    765      0      4            1    203.60318 -0.871521670
#> 377 1859    500   1336    147      5            1    376.92863 -0.800466879
#> 378 1860  11380  11198   1959     11            1   8081.07167 -2.445477691
#> 379 1865  18065   9350   2793     11            2  12183.01292 -2.919279132
#> 380 1866   5210   8082   4907     11            1   4295.13637  0.219848063
#> 381 1867     NA   2632     NA      5            0           NA           NA
#> 382 1868   3321   4529   2105      2            1   1706.40846  0.652831144
#> 383 1870     NA  10214   9559     11            0           NA           NA
#> 384 1871     NA   4980   3177     11            0           NA           NA
#> 385 1874     NA   1062      0      5            0           NA           NA
#> 386 1902  31859  73480  31866     13            1  40340.03309 -1.283526393
#> 387 1903  14981  24695  15689     13            1  18472.14888 -0.410295681
#> 388 1911   3750   3029   4104      6            2   2045.08138  2.691861729
#> 389 1913   4000   3041   2090      2            1   2012.68087  0.127796939
#> 390 1917   1500   1403    891      6            1    919.78568 -0.040201563
#> 391 1919     NA   1137      0      5            0           NA           NA
#> 392 1920     NA   1051      0      6            0           NA           NA
#> 393 1922   5030   4019     NA      3            3   3766.93177           NA
#> 394 1923   2164   2230   3622     16            1   1773.58788  1.163075503
#> 395 1924   5475   6741   5510     11            1   4457.74137  0.378583965
#> 396 1925   3650   3452     NA      2            3   1854.80849           NA
#> 397 1926      0   1158    146      5            1    191.11032 -0.157120016
#> 398 1927      0   1543      0      5            1    191.11032 -0.674518094
#> 399 1928      0    913      0      4            1     89.75606 -0.377080789
#> 400 1929     NA    915    225      5            0           NA           NA
#> 401 1931   5837  11618   1766     12            1   5984.03286 -1.470273267
#> 402 1933   1800   5701    712     11            1   2202.74749 -0.542253051
#> 403 1936   1898   2282    997      6            1   1118.83798 -0.170456256
#> 404 1938   2500   2861    591      6            1   1419.91710 -1.196918928
#> 405 1939   1200   1865   1061      6            1    769.74625  0.408486346
#> 406 1940      0   2150    595      6            1    169.58854  0.616474509
#> 407 1941   2023   2920    629      3            1   1593.35854 -0.661651000
#> 408 1942   2560   4895    969      3            1   1981.52243 -0.691876211
#> 409 1943      0   1231      0      6            1    169.58854 -0.244497750
#> 410 2002   3910   2137   8367      3            2   2957.35345  3.546111875
#> 411 2003     NA   6160   1913     12            0           NA           NA
#> 412 2004  19291  10455  17871     12            1  15749.96236  1.149653767
#> 413 2011     NA   2956   1708      3            0           NA           NA
#> 414 2012   2649  20097  14343     12            2   3669.94164  3.267157228
#> 415 2014      0    951      0      6            1    169.58854 -0.244497750
#> 416 2015      0   1054     24      6            1    169.58854 -0.209843467
#> 417 2017   1600   1035    530      6            1    969.79882 -0.617948942
#> 418 2018   1572   1215    653      6            1    955.79514 -0.424070942
#> 419 2019     NA   3276   2742      3            0           NA           NA
#> 420 2020   3790   3978      0      3            1   2870.61291 -2.166273860
#> 421 2021   3262   2668   4038      3            1   2488.95456  1.077200121
#> 422 2022   2011   1318   1667      6            1   1175.35283  0.693577895
#> 423 2023   2904   1139   1569      6            1   1621.97019 -0.075661117
#> 424 2024   1820   1000   1048      6            1   1079.82773 -0.044483724
#> 425 2025   2450   2922     NA      6            3   1394.91053           NA
#> 426 2027    400    959     NA     16            3   2156.62804           NA
#> 427 2028     NA   2211     NA      3            0           NA           NA
#> 428 2030     NA  10227  19083     12            0           NA           NA
#>          Adffits       Ahii AleaveOutResid Bcategory123        ByHat
#> 1   -0.222850850 0.03352595   -8232.826650            1  15278.87026
#> 2   -0.106643641 0.02672964   -4466.162258            1  16641.90342
#> 3   -0.215534324 0.04122392   -7210.607818            1  35361.55788
#> 4   -0.248724570 0.06611995   -6586.453189            1  55573.22604
#> 5    0.161430995 0.04167284    1179.372692            1   2028.34305
#> 6    0.233351278 0.05382083     296.943917            1    389.27639
#> 7   -0.031702547 0.11936971     -58.404204            1    875.35126
#> 8    0.024418298 0.16417758      15.845405            1    157.72102
#> 9   -0.065019482 0.05509422    -377.892083            1   2308.20823
#> 10  -0.009529643 0.03295215    -147.845292            1   2242.75581
#> 11  -0.005073573 0.05870868     -82.286170            1   6903.42535
#> 12           NaN        NaN    7390.533563            2   2098.11927
#> 13  -0.095811510 0.07170876    -224.525547            1   1100.51372
#> 14  -0.061608844 0.06714458    -669.193401            1   3980.55545
#> 15  -0.186740328 0.04567852   -2014.540196            1   1585.60406
#> 16  -0.241584790 0.07330214   -2056.932798            1   5762.94798
#> 17  -0.375277475 0.07064530    -836.691882            1    830.25856
#> 18   0.175046379 0.09151275     363.837627            1    824.65059
#> 19  -0.288738435 0.22429157   -1418.921372            1   6419.89602
#> 20  -0.101409614 0.02381451   -4498.992926            1  15043.37674
#> 21   0.383008951 0.04487152    3973.243706            1   7585.28267
#> 22   0.165847262 0.07415891    2368.019126            1   6937.32298
#> 23  -0.702557448 0.32834741   -2810.292108            1   7395.00494
#> 24   0.001966015 0.02857528      80.033005            1  12156.70883
#> 25   0.317483378 0.37554877    3557.789483            1  91671.96937
#> 26   0.167732567 0.06763243    4417.470548            1  39878.37350
#> 27           NaN        NaN             NA            1   5998.08794
#> 28   0.191782247 0.05746442    1849.490803            1   6786.52873
#> 29  -0.032019063 0.08287905    -260.402209            1   3657.00148
#> 30   0.486827428 0.06904244    4065.664325            1   6777.76254
#> 31  -0.542402350 0.06552277   -4563.557920            1   3397.10995
#> 32  -0.101842100 0.02437566   -4466.217329            1  20125.21039
#> 33   0.230539084 0.02816855    9247.833039            1  33567.48004
#> 34  -0.029350852 0.03318363   -1108.419551            1   8882.26714
#> 35           NaN        NaN             NA            1   1052.41389
#> 36  -0.056644100 0.02329798   -2549.544482            1  18311.99350
#> 37  -0.327443037 0.04670303   -3390.713947            2   8508.82581
#> 38   0.010512617 0.02994848     418.006252            1   9676.12162
#> 39   0.156727528 0.04791446    1659.271806            1   4117.48391
#> 40   0.035530271 0.02439030     142.893944            1    892.80012
#> 41           NaN 1.00000000            NaN            1 455113.00000
#> 42   0.251924783 0.09587826    3139.108602            1   7844.08453
#> 43  -0.049828026 0.02301197   -2257.446539            1  14926.04605
#> 44  -0.017827145 0.03931419    -618.648964            1  17819.37102
#> 45   0.068587741 0.05183326     704.201248            1   1704.72102
#> 46  -0.384485296 0.05507864   -2081.122488            1   1795.35933
#> 47   0.044425676 0.05263346     264.472527            1   2315.56638
#> 48  -0.023315978 0.04947780    -245.423070            1   1866.12191
#> 49  -0.104556150 0.02664584   -1795.422074            1   2543.24416
#> 50  -0.001768187 0.03569435      -5.882205            1   1334.85139
#> 51  -0.108470502 0.02512849   -1916.759955            1   3515.76066
#> 52           NaN        NaN             NA            2   1104.64504
#> 53  -0.014372560 0.03792362    -507.843346            1   7361.96092
#> 54           NaN        NaN             NA            1   2826.70978
#> 55  -0.259382597 0.02560906    -986.051610            1   1258.19244
#> 56  -0.220756166 0.02452270    -864.244477            1    838.40440
#> 57           NaN        NaN             NA            1   1546.86207
#> 58           NaN        NaN             NA            1    648.29522
#> 59  -0.018823504 0.05320362     -24.797162            1    409.65474
#> 60  -0.206697531 0.12547880   -1848.431365            1   5041.80161
#> 61           NaN        NaN             NA            1    798.46830
#> 62  -0.222868101 0.03215538    -766.220798            1    607.05046
#> 63   1.022575819 0.15284711     681.083732            2    441.35441
#> 64  -0.081535219 0.02278728   -3704.013704            1  12725.88751
#> 65  -0.097933457 0.03266445   -3715.973026            1  14940.19230
#> 66   0.063133291 0.02490324     250.930055            1    861.58570
#> 67   0.241264799 0.06032469     290.425309            1    450.69449
#> 68   0.120391920 0.04366533     864.911820            1   1605.99452
#> 69           NaN        NaN             NA            2   1632.17391
#> 70   0.114994242 0.02643596     441.698152            1   1082.61133
#> 71   0.249785021 0.08590139    2663.305063            1   5125.19814
#> 72  -0.034804463 0.02382697    -634.644635            1   2390.03951
#> 73           NaN        NaN             NA            1    965.55726
#> 74   0.120608887 0.02439036     481.706653            1   1265.76653
#> 75  -0.072674960 0.03357142   -1115.069266            1   1751.31673
#> 76   0.206678264 0.03286385    3163.867344            1   2606.15429
#> 77  -0.198480934 0.10444530    -830.991966            1   1976.29336
#> 78           NaN        NaN   -7220.294432            1   4588.27949
#> 79   0.172315003 0.06573908    1559.656334            1   1210.20518
#> 80           NaN        NaN             NA            1   2455.51879
#> 81   0.186017186 0.05279072    1086.091940            1   2018.32504
#> 82  -0.048770619 0.05482918    -284.417098            1   2293.80431
#> 83  -0.149447863 0.03251427   -2315.955250            1   2993.97670
#> 84  -0.095811510 0.07170876    -224.525547            1    943.52355
#> 85  -0.277692106 0.08550893    -681.248811            1    654.38682
#> 86   0.030003559 0.02414225     543.603711            1   2777.12180
#> 87   0.111908988 0.04655631     324.883172            1    739.25271
#> 88  -0.095811510 0.07170876    -224.525547            1    980.70543
#> 89  -0.013206196 0.08760811     -32.429639            1    756.80181
#> 90   0.510615225 0.04459005   15610.433500            1  46359.85415
#> 91  -0.232427663 0.03962188   -7909.916506            1  12340.61013
#> 92   0.158292458 0.03420877    5839.223931            1  14660.59575
#> 93  -0.236272232 0.17063540   -2228.928889            1   3154.34771
#> 94  -0.001587886 0.12147627      -1.384621            1    358.14278
#> 95   0.062346878 0.03471545     210.014245            1   1027.06803
#> 96   0.117263409 0.19867127     165.230602            1   1292.39059
#> 97  -0.052628147 0.03221809    -184.079512            1    797.55023
#> 98  -0.165467282 0.04588277   -1152.867152            1   2064.95758
#> 99  -0.169322639 0.04354540   -1209.285277            1   2025.78004
#> 100          NaN        NaN             NA            1   1047.72463
#> 101  0.126705672 0.15423018     204.670484            1    913.54844
#> 102  0.139569123 0.12019049     548.007790            1   2014.88892
#> 103  0.200678026 0.04298231    2223.902313            1   7179.45998
#> 104          NaN        NaN             NA            1  10192.04382
#> 105  0.358861884 0.03672035   12386.788528            1  11273.81617
#> 106          NaN        NaN             NA            1   7746.40617
#> 107          NaN        NaN             NA            1   2645.79652
#> 108          NaN        NaN             NA            1    901.41690
#> 109          NaN        NaN             NA            1    685.98698
#> 110  0.178542096 0.03673173     668.176244            1   1121.53626
#> 111 -0.205429382 0.03453474   -7499.848168            1  12477.91201
#> 112 -0.102683404 0.05073556   -1063.053027            1   3330.59009
#> 113 -0.202183682 0.03538352   -7297.941656            1  25041.44965
#> 114  0.316212611 0.03540216   11198.825485            1  27990.52751
#> 115 -0.068212909 0.02552061   -2931.975419            1  26365.37258
#> 116 -0.281817179 0.04260825   -3080.061882            1   1197.31373
#> 117 -0.957114939 0.28193985   -2302.433198            1   2170.97186
#> 118  0.286344966 0.02440954    1105.246855            1    967.62292
#> 119 -0.231011773 0.06792780   -3406.140721            1   4253.47829
#> 120 -0.265295559 0.05632629   -1475.001894            1   2287.59154
#> 121 -0.132285430 0.03879226   -1558.293672            1   3802.93264
#> 122 -0.077855680 0.03499306   -2858.209759            1   7853.75127
#> 123 -0.230640119 0.11097191    -433.193195            1    836.41017
#> 124 -0.329199139 0.07479249    -726.881843            1    907.85463
#> 125 -0.263129563 0.02276957  -11587.148988            1  19781.53963
#> 126          NaN        NaN   61692.970722            2  34757.42962
#> 127  0.307566387 0.02265646    5494.075019            1   7409.52724
#> 128  0.013933095 0.15423018      22.587845            1    911.83171
#> 129  0.085011398 0.10071240    1050.585304            1   6256.40438
#> 130  0.017764963 0.02325907     328.009313            1   5847.87594
#> 131  0.044832216 0.03124311     159.283001            1   1190.94373
#> 132 -0.138053752 0.02290749   -2544.387261            1   2833.37085
#> 133 -0.082275625 0.06714458    -893.236695            1   2512.89928
#> 134 -0.033226855 0.08814755     -71.221101            1    854.52164
#> 135 -0.127265776 0.07608307   -1467.160848            1   5228.27833
#> 136          NaN        NaN             NA            1    408.99433
#> 137  0.107400982 0.03548017     356.897132            1    928.14586
#> 138  0.424041448 0.03048584    1423.086236            1    803.51770
#> 139  0.225975814 0.10619459     207.975562            1    392.95581
#> 140  0.224504509 0.03349294     871.447671            1    655.14827
#> 141  0.099768339 0.05003704     671.587186            1   1613.68357
#> 142          NaN        NaN   -9101.474645            1   1884.81412
#> 143 -0.134492890 0.02273832   -2488.995412            1   3119.05682
#> 144 -0.100960699 0.03068934   -3950.376034            1   8626.80244
#> 145          NaN        NaN  -60378.956316            1  26736.50371
#> 146 -0.170156516 0.04927556    -478.273191            1    809.25564
#> 147  0.553968985 0.13283313     895.854145            1    920.38674
#> 148 -0.193128944 0.25374149    -522.428688            1   2284.91900
#> 149  0.422253978 0.06645440    4481.465453            2   2155.42176
#> 150 -0.215651989 0.05250107   -2624.577547            1   5825.67237
#> 151 -0.236918832 0.02589337    -900.687625            1   1422.98622
#> 152 -0.199865257 0.06781978    -552.962951            1    854.64811
#> 153          NaN        NaN             NA            2    381.06843
#> 154  0.510112262 0.11500272     886.607095            1    876.15240
#> 155          NaN        NaN             NA            1    609.84200
#> 156  0.618803854 0.07844134    1500.737004            2    624.30955
#> 157  0.919998798 0.31743671    2724.311152            2    726.15929
#> 158 -0.026276902 0.23635310    -371.928935            1  63461.84287
#> 159  0.654278568 0.08597580    7737.270254            1   6866.98540
#> 160  0.441461355 0.11514900    3600.320526            1   5180.28851
#> 161  0.153929019 0.02222640    2872.428132            1   4729.55598
#> 162 -0.022443129 0.05743642    -367.914771            1   6349.62286
#> 163  0.052993275 0.07477315     264.689014            1   2270.86217
#> 164 -0.177547556 0.05835438   -1702.524058            1   3598.21649
#> 165          NaN        NaN    1076.632117            2    651.35381
#> 166 -0.037484643 0.03045303    -156.017835            1    510.09208
#> 167  0.321317196 0.11527324     235.896734            1    486.60615
#> 168  0.078289893 0.02504165     309.975240            1   1376.16459
#> 169  0.613419295 0.04804447    7263.380041            1   4286.22464
#> 170          NaN        NaN             NA            1    417.39097
#> 171 -0.404409768 0.08956678   -4076.501711            1   5249.51595
#> 172 -0.247699494 0.11256127   -1352.752653            1   1512.04772
#> 173  0.837956895 0.13070168    2788.228275            2   1975.04387
#> 174  0.399556845 0.02947808   15076.990651            1  52122.37224
#> 175          NaN 0.35208478   16201.425812            1 103492.33349
#> 176  0.289920222 0.02572463   11982.422817            1  20610.34368
#> 177 -0.290726342 0.08270703    -619.884946            1    883.84906
#> 178          NaN        NaN             NA            2    985.98434
#> 179          NaN        NaN             NA            1    890.04590
#> 180 -0.048282269 0.12904070    -314.659840            1   7378.50389
#> 181  0.056552023 0.05779249     550.283187            1   7573.93820
#> 182  0.014936476 0.05272957     255.585543            1   8156.36642
#> 183 -0.001114464 0.07747192     -15.734881            1   5309.38940
#> 184 -0.136256367 0.02454416   -5931.818591            1  11577.54456
#> 185  0.309964229 0.05263182    5043.942171            1   4836.51749
#> 186 -0.346077076 0.29410302   -1187.368020            1    985.75942
#> 187 -0.246846679 0.07807326   -3396.203956            1   5568.28253
#> 188  0.133152905 0.05954518     819.882726            1   1703.57223
#> 189  1.193888299 0.25472218    3460.677882            1   3346.96873
#> 190  1.232340884 0.23354638    3467.384817            2   2064.77450
#> 191          NaN        NaN             NA            1    980.93495
#> 192 -0.259969949 0.07541002    -588.622071            1   1356.19654
#> 193          NaN        NaN             NA            1    112.56796
#> 194          NaN        NaN             NA            1    338.42483
#> 195 -0.271279326 0.07547991   -3059.244724            1   7810.46290
#> 196  0.089290992 0.03505959    3272.829848            1  24967.38985
#> 197  0.518263942 0.11455308     353.659177            1     13.71937
#> 198 -0.546325432 0.07849737   -5276.076087            1   4501.59930
#> 199  0.000000000 0.91941446  -45939.235110            1 183932.08788
#> 200  0.036109943 0.08009121      81.188529            1    861.15965
#> 201 -0.053781066 0.03932922    -763.120815            1   2136.91878
#> 202 -0.168899447 0.02942632   -2742.431602            1   6714.55540
#> 203 -0.232615311 0.16918720   -2204.183001            1   8242.38165
#> 204 -0.139873999 0.13765022    -568.572157            1   1777.35049
#> 205 -0.276079551 0.02493468   -1058.150414            1    883.61941
#> 206          NaN        NaN             NA            1   7819.55322
#> 207 -0.075762852 0.08760811    -185.872476            1    571.76951
#> 208 -0.002772935 0.06271896     -35.473926            1   5741.08931
#> 209  0.225991154 0.04744525     643.465940            1   1022.24815
#> 210 -0.095252343 0.15183419    -463.648417            1    708.43915
#> 211          NaN        NaN             NA            1    576.33821
#> 212          NaN        NaN             NA            1    343.61377
#> 213  0.007555389 0.09622534      68.595543            1   8673.65066
#> 214 -0.027872931 0.03227932    -436.804036            1   4269.94202
#> 215          NaN        NaN             NA            1   1131.26910
#> 216  0.035778638 0.14252074     143.319710            1   1649.74888
#> 217 -1.058022028 0.20931580   -8082.413973            1   8652.11923
#> 218 -0.065125300 0.04506859    -463.005626            1   2139.46813
#> 219 -0.476808424 0.09078292   -5818.617095            1   3242.48154
#> 220          NaN        NaN             NA            1  10557.35002
#> 221 -0.064061028 0.03094756   -2501.954684            1  13478.13536
#> 222  0.106045894 0.12655589     450.041306            1   1957.67702
#> 223 -0.540770795 0.19804103   -2115.176791            1    226.45121
#> 224 -0.220973287 0.07632068   -1073.994256            1   2217.48090
#> 225          NaN        NaN             NA            1   3597.13547
#> 226  0.408462949 0.09221328    1959.316116            1   2090.77081
#> 227 -0.201496816 0.08267114    -944.975555            1   2317.44062
#> 228 -0.202913889 0.14634086   -1683.931801            1  10235.69624
#> 229          NaN        NaN    2781.583157            2    897.61999
#> 230  0.526915470 0.05525429     598.269157            1    311.15934
#> 231  0.007914477 0.06009268      23.466798            1    799.06228
#> 232          NaN        NaN   10562.892939            1   6821.87267
#> 233 -0.232500184 0.10619459    -213.816468            1    480.41293
#> 234  0.071408108 0.05390167      93.216495            1    330.87729
#> 235 -0.479729679 0.14369844    -304.340156            1    378.29983
#> 236          NaN        NaN             NA            2   1964.26764
#> 237 -0.260764761 0.05217735   -1678.021928            1   1694.78474
#> 238 -0.172358814 0.12924639    -144.804646            1    378.89852
#> 239          NaN        NaN             NA            1    769.09003
#> 240          NaN        NaN             NA            1   3608.57592
#> 241 -0.555501441 0.20702601   -2125.451601            1   1451.79923
#> 242          NaN        NaN   -2033.078225            1    978.38370
#> 243  0.206816179 0.06423018    2553.986192            1   4927.32562
#> 244  1.291563842 0.11007464    8737.813577            1   4789.54004
#> 245          NaN        NaN             NA            1    892.14658
#> 246 -0.040751384 0.02539915    -160.576196            1    891.19349
#> 247          NaN        NaN             NA            1    916.89949
#> 248          NaN        NaN             NA            2    934.80187
#> 249 -0.340920021 0.17897570   -3115.351411            1   5753.02461
#> 250 -0.195096931 0.03181195    -677.246356            1    893.48867
#> 251 -0.659713085 0.11908953   -1322.551322            1   1615.71717
#> 252          NaN        NaN             NA            1   2472.19273
#> 253          NaN        NaN             NA            1    899.27099
#> 254  0.014239888 0.03075108     228.680920            1   2449.24904
#> 255          NaN        NaN    -979.186693            1    318.80762
#> 256  0.206107465 0.02735229    3448.343925            1   2278.28153
#> 257  0.214049688 0.11169473     865.899526            1   2244.86570
#> 258  0.015300990 0.02273014     698.302215            1  12106.78088
#> 259  0.095061622 0.02414653    4191.123533            1  28761.91441
#> 260 -0.118576370 0.03162934   -4564.185847            1  10271.09641
#> 261  0.004707166 0.02459556      18.864198            1    988.96807
#> 262          NaN        NaN             NA            1    905.42260
#> 263          NaN        NaN             NA            1   4088.65108
#> 264 -0.240372254 0.08935142   -2249.037863            1   4236.63666
#> 265          NaN        NaN             NA            1   2313.55330
#> 266 -0.100893298 0.03823014   -1448.858303            1   4685.88896
#> 267  0.375029740 0.05888820    1978.637322            1   2123.07450
#> 268  1.244055032 0.17536199    1492.325585            1    912.54702
#> 269 -0.002513254 0.04054708      -9.072037            1    780.40676
#> 270          NaN        NaN             NA            1   1296.98095
#> 271          NaN        NaN             NA            2    353.04819
#> 272  0.072704928 0.05148081     748.840134            1   1749.58325
#> 273          NaN        NaN    1404.906501            2    846.45302
#> 274 -0.096966703 0.05211862    -991.021715            1   2408.07827
#> 275 -0.208731192 0.02956279   -3362.249288            1   3987.95665
#> 276  0.175820275 0.25374149     475.884889            1   2174.33856
#> 277 -0.134709942 0.02424465   -2415.654090            1   2890.36002
#> 278 -0.042427928 0.02224768    -800.363621            1   3542.40495
#> 279          NaN        NaN             NA            1    923.32598
#> 280 -0.167122272 0.16417758    -107.386514            1    589.72598
#> 281          NaN        NaN   -1349.873289            1    376.63425
#> 282 -0.206761257 0.31743671    -693.686904            1   3005.85594
#> 283 -0.219151146 0.05316348   -1266.155695            1   2156.39440
#> 284          NaN        NaN   -2942.547873            1    879.44280
#> 285 -0.026409296 0.04017748    -370.993152            1   2309.36653
#> 286 -0.360634163 0.06144012    -891.429074            1    836.79778
#> 287  0.025643472 0.02723162      97.637823            1    953.85185
#> 288  0.155328573 0.07004763    1857.547798            1   5860.22721
#> 289  0.238716500 0.03716755    3427.565595            1   2415.20356
#> 290 -0.095811510 0.07170876    -224.525547            1    708.95636
#> 291  0.114095313 0.06225449     138.132237            1    402.76761
#> 292 -0.002498312 0.03193582     -10.161445            1    966.58123
#> 293 -0.183062261 0.05869951   -1128.484107            1   1849.84725
#> 294          NaN 0.72850077  -25028.108225            1 133895.57862
#> 295  0.563693494 0.13892070     926.827761            1   1219.40394
#> 296          NaN        NaN             NA            2    349.08573
#> 297          NaN        NaN             NA            1   2048.66411
#> 298  0.392564035 0.05149079    2455.919086            1   2081.06797
#> 299 -0.020024372 0.09394625    -256.706217            1   2494.19141
#> 300 -1.699338500 0.61807890    -507.446430            1    481.41965
#> 301 -0.109195691 0.05203119   -1344.744843            1   2914.78395
#> 302  0.135764801 0.04142477     416.913157            1   1338.52367
#> 303          NaN        NaN             NA            1    992.64036
#> 304          NaN        NaN             NA            1    347.48188
#> 305 -0.023426272 0.05318538     -30.862574            1    348.89704
#> 306  0.171629313 0.03009367    2755.412893            1   3093.89277
#> 307 -0.210891796 0.06564117    -513.092778            1    829.68272
#> 308 -0.095811510 0.07170876    -224.525547            1   1149.17149
#> 309  0.383382932 0.04091009    4139.694922            1   3865.84290
#> 310 -0.124229687 0.06049429   -1418.466457            1   2168.00378
#> 311  0.887895852 0.07170876    1850.254355            1    707.80878
#> 312  0.569165466 0.07097579    2597.133650            1   2275.06187
#> 313  0.606572106 0.12188545    3852.885598            1   6091.93766
#> 314 -0.075994275 0.06023162    -723.744127            1   1790.83587
#> 315 -0.043166295 0.03284623    -670.355362            1   2487.73523
#> 316  0.574096957 0.05882973    8066.852069            1   6108.10226
#> 317 -1.201970484 0.42555009   -1088.051169            1    860.41574
#> 318  0.815468322 0.07844134    1891.379525            2    475.44612
#> 319  0.119399226 0.06294352    3266.503352            1   7986.89249
#> 320  0.187314648 0.10251180    1641.681661            1   7626.38213
#> 321          NaN        NaN             NA            1   1664.39469
#> 322 -0.046368916 0.02318130   -2093.423242            1   9257.55893
#> 323 -0.155791386 0.12455375    -279.081431            1    903.36253
#> 324  1.484855700 0.26223096     555.255989            1   1029.96833
#> 325          NaN        NaN   16543.312250            2   8596.18814
#> 326 -0.119917443 0.22662217    -988.407047            1   6594.10950
#> 327  0.121739604 0.07170876     285.012819            1    821.64960
#> 328          NaN        NaN             NA            1    409.84343
#> 329 -0.045590437 0.18417412    -160.644198            1   1594.09480
#> 330 -1.972927734 0.43200684    -794.072587            1    386.54040
#> 331 -0.164190411 0.02942303    -685.980607            1    330.00921
#> 332 -0.456705245 0.04650571   -1443.013916            1    481.53771
#> 333  0.710907261 0.06818333    1789.555962            1   1090.31682
#> 334          NaN        NaN             NA            1    374.74737
#> 335 -0.192798088 0.02445046    -760.252128            1   1119.56370
#> 336 -0.169905598 0.12836092    -123.007868            1    145.82258
#> 337 -0.426830548 0.06435620    -473.645905            1    360.87876
#> 338  0.437785078 0.07226013    2330.515593            1   2005.64205
#> 339          NaN        NaN             NA            1   1791.28316
#> 340          NaN        NaN             NA            1    309.83852
#> 341 -0.127295975 0.05382736   -1540.039999            1   3007.29884
#> 342  0.326387574 0.02409931   13762.137434            1  31874.92238
#> 343  0.736627156 0.07878144    6889.235405            1  11902.05017
#> 344 -0.232500184 0.10619459    -213.816468            1    395.03138
#> 345 -0.075330973 0.04773042    -520.126696            1   1574.32296
#> 346  0.146462883 0.02983063    2368.675366            1   3890.26092
#> 347          NaN        NaN             NA            2    625.07100
#> 348          NaN        NaN             NA            2    107.38146
#> 349          NaN        NaN             NA            3    641.70765
#> 350 -0.074549812 0.06479213    -935.449644            1   6003.71069
#> 351 -0.006622760 0.03854982     -21.199900            1    750.26957
#> 352 -0.132773665 0.13672634   -1145.527110            1   9106.47611
#> 353          NaN        NaN             NA            1    394.74835
#> 354 -0.005262120 0.03304357     -21.040734            1    709.21120
#> 355          NaN        NaN             NA            3    389.08770
#> 356  0.082399416 0.08760811     202.118697            1    851.22159
#> 357 -0.179535197 0.05820545   -1111.837938            1   2023.76624
#> 358  0.189925449 0.03001600    7438.706644            1  11530.11300
#> 359          NaN        NaN             NA            2    539.38642
#> 360          NaN        NaN             NA            2    301.91361
#> 361 -0.215037018 0.10619459    -198.153104            1    376.44557
#> 362 -0.182342423 0.12959711   -1609.024092            1   5503.33149
#> 363  0.259246543 0.08760811     629.566600            1    929.27019
#> 364 -0.075762852 0.08760811    -185.872476            1    545.11877
#> 365          NaN        NaN             NA            3   1320.39177
#> 366  0.172036111 0.06344302    2152.387846            1   7126.19694
#> 367          NaN        NaN             NA            3    898.81220
#> 368 -0.814711081 0.21177004   -2532.911668            1   1668.05614
#> 369          NaN        NaN             NA            3    845.89144
#> 370          NaN        NaN             NA            3    903.00017
#> 371          NaN        NaN             NA            1    459.09113
#> 372          NaN        NaN             NA            3    377.86073
#> 373          NaN        NaN             NA            3    684.46408
#> 374          NaN        NaN             NA            2    828.30562
#> 375 -0.280168115 0.03135403   -1107.558084            1    361.22865
#> 376 -0.329813253 0.12527171    -232.761623            1    186.09423
#> 377 -0.221215505 0.07095472    -247.489148            1    382.86098
#> 378 -0.803188612 0.09736844   -6782.470181            1   6285.28633
#> 379          NaN        NaN   -9390.012922            1   4917.54623
#> 380  0.033228729 0.02233431     625.841368            1   3979.07522
#> 381          NaN        NaN             NA            3    505.13113
#> 382  0.142902234 0.04572461     417.690270            1   1281.14422
#> 383          NaN        NaN             NA            1   5557.00913
#> 384          NaN        NaN             NA            1   1683.22577
#> 385          NaN        NaN             NA            1    357.01065
#> 386 -0.270528085 0.04253421   -8850.481323            1  51007.31459
#> 387 -0.064794307 0.02433222   -2852.557952            1  10411.72682
#> 388          NaN        NaN    2058.918620            2   1304.66494
#> 389  0.035853886 0.07296704      83.404939            1    939.62175
#> 390 -0.007010214 0.02950990     -29.660968            1    685.60626
#> 391          NaN        NaN             NA            1    364.08647
#> 392          NaN        NaN             NA            1    551.59110
#> 393          NaN        NaN             NA            2   1938.27132
#> 394  0.482517298 0.14683887    2166.545152            1   1864.67861
#> 395  0.057700794 0.02270210    1076.702034            1   2986.57550
#> 396          NaN        NaN             NA            2   1033.95356
#> 397 -0.054157825 0.10619459     -50.469953            1    366.06770
#> 398 -0.232500184 0.10619459    -213.816468            1    402.39024
#> 399 -0.167122272 0.16417758    -107.386514            1    231.24729
#> 400          NaN        NaN             NA            1    343.14204
#> 401 -0.387141829 0.06483818   -4510.484481            1   8169.43059
#> 402 -0.111355127 0.04046479   -1553.614165            1   2216.85164
#> 403 -0.031022707 0.03206132    -125.873657            1   1020.26344
#> 404 -0.275281223 0.05023868    -872.763587            1   1240.70315
#> 405  0.074947503 0.03256717     301.058372            1    861.50116
#> 406  0.191027798 0.08760811     466.259581            1    970.00775
#> 407 -0.155066071 0.05206594   -1017.326609            1   1737.07452
#> 408 -0.145762180 0.04249839   -1057.462897            1   2098.64294
#> 409 -0.075762852 0.08760811    -185.872476            1    620.12158
#> 410          NaN        NaN    5409.646554            2   1593.72866
#> 411          NaN        NaN             NA            1   5342.23632
#> 412  1.515335063 0.63468099    5805.987539            1   7567.00719
#> 413          NaN        NaN             NA            1   1743.66513
#> 414          NaN        NaN   10673.058356            1  12561.47533
#> 415 -0.075762852 0.08760811    -185.872476            1    513.51861
#> 416 -0.065024482 0.08760811    -159.567990            1    552.73327
#> 417 -0.107628410 0.02944219    -453.140258            1    545.49950
#> 418 -0.073823130 0.02941320    -311.971209            1    614.02998
#> 419          NaN        NaN             NA            1   1802.24837
#> 420 -0.551649658 0.06089928   -3056.767875            1   1930.76535
#> 421  0.236874577 0.04612492    1623.950004            1   1690.94022
#> 422  0.130435441 0.03415909     509.035353            1    653.24464
#> 423 -0.021091268 0.07210397     -57.086347            1    585.09489
#> 424 -0.007952176 0.03096763     -32.844859            1    532.17413
#> 425          NaN        NaN             NA            2   1263.92737
#> 426          NaN        NaN             NA            2    738.56339
#> 427          NaN        NaN             NA            3   1607.27603
#> 428          NaN        NaN             NA            2   7448.90526
#>        yImputed       BrStud      Bdffits       Bhii BleaveOutResid
#> 1     2792.0000 -1.508859460 -0.237928635 0.02426213  -12797.361568
#> 2    11319.0000 -0.629887967 -0.096753361 0.02305036   -5448.493139
#> 3    32854.0000 -0.297245759 -0.054939165 0.03303274   -2593.218994
#> 4    42362.0000 -1.670799890 -0.555502211 0.09953783  -14671.605886
#> 5     3278.0000  0.845395433  0.231215954 0.06959646    1343.134344
#> 6      853.0000  0.951478555  0.175641589 0.03295368     479.525756
#> 7     1531.0000  0.696946145  0.165029213 0.05309222     692.410342
#> 8      103.0000 -0.156149649 -0.058880086 0.12448536     -62.501548
#> 9     2226.0000 -0.062404605 -0.019808107 0.09152996     -90.490856
#> 10    2512.0000  0.091128541  0.016887759 0.03320250     278.490779
#> 11    6721.0000 -0.048967855 -0.013160761 0.06736750    -195.602610
#> 12   10538.0000  6.073534242          NaN        NaN    8439.880725
#> 13       0.0000 -1.295483623 -0.203815181 0.02415408   -1127.753567
#> 14     474.0000 -1.195302510 -0.167384734 0.01923278   -3575.318759
#> 15    1507.0000 -0.027306369 -0.007945510 0.07805831     -85.259258
#> 16    5491.0000 -0.093103545 -0.021465219 0.05047150    -286.403174
#> 17     331.0000 -0.580435607 -0.303888012 0.21513614    -636.108487
#> 18     811.0000 -0.016103168 -0.009358974 0.25249290     -18.261481
#> 19    9867.0000  1.223205301  0.329019218 0.06746941    3696.504983
#> 20   22914.0000  0.936991134  0.148486895 0.02449816    8068.281268
#> 21    9635.0000  0.732655991  0.260053807 0.11189039    2307.955354
#> 22    7751.0000  0.218817658  0.059381227 0.06859201     873.598931
#> 23   10648.0000  1.174823088  0.398944480 0.10339107    3628.109150
#> 24   14146.0000  0.235116477  0.039926828 0.02802958    2046.658130
#> 25   97383.0000  0.839299251  0.632591864 0.36227958    8955.383048
#> 26   53067.0000  1.614693030  0.341746928 0.04287442   13779.410689
#> 27       0.0000 -2.242635178 -0.545646056 0.05588918   -6353.160903
#> 28    4400.0000 -0.840469753 -0.246959187 0.07947690   -2592.578844
#> 29    1353.0000 -0.791369412 -0.150873853 0.03507230   -2387.745194
#> 30   11010.0000  1.533864986  0.449752840 0.07916872    4596.105224
#> 31    2809.0000 -0.200078326 -0.039384495 0.03730270    -610.898094
#> 32   23871.0000  0.441844850  0.064946842 0.02114915    3826.721535
#> 33   41227.0000  0.913982193  0.160529833 0.02992548    7895.805745
#> 34    9878.0000  0.117962955  0.021949597 0.03346415    1030.207891
#> 35     400.0000 -0.229412235 -0.075811837 0.09845306    -723.660481
#> 36   23717.0000  0.639319667  0.095718354 0.02192435    5526.164060
#> 37     112.0000 -2.648121214          NaN        NaN   -8396.825809
#> 38   13445.0000  0.447077763  0.081296221 0.03200713    3893.498081
#> 39    4830.0000  0.241988627  0.044947079 0.03334900     737.097556
#> 40    1245.0000  0.408446291  0.064773123 0.02453199     361.057338
#> 41  455113.0000          NaN          NaN 1.00000000            NaN
#> 42   10354.0000  0.699924685  0.250696902 0.11370362    2831.914391
#> 43   23153.0000  0.980359750  0.155750928 0.02461868    8434.602745
#> 44    7146.0000 -1.279634278 -0.192881871 0.02221541  -10915.871549
#> 45    3649.0000  0.679684523  0.192173689 0.07402404    2099.707846
#> 46     616.0000 -1.215165749 -1.124991761 0.46152383   -2190.179240
#> 47    2657.0000  0.260400915  0.085058123 0.09640918     377.863093
#> 48    2904.0000  0.359618137  0.097796648 0.06886188    1114.633870
#> 49    1440.0000 -0.373061446 -0.064284266 0.02883640   -1136.002383
#> 50    1537.0000  0.240190444  0.067307190 0.07280832     218.022462
#> 51    1500.0000 -0.680887918 -0.098003965 0.02029694   -2057.522055
#> 52     801.5742 -0.345840927          NaN        NaN    -303.070856
#> 53    7919.0000  0.066088569  0.012863804 0.03650365     578.143421
#> 54      10.0000 -0.958329232 -0.154913693 0.02546522   -2890.312225
#> 55       0.0000 -1.510965955 -0.350869640 0.05116499   -1326.039232
#> 56     309.0000 -0.617460909 -0.111148514 0.03138622    -546.558816
#> 57     742.0000 -0.554445409 -0.201222765 0.11638564    -910.874819
#> 58     409.0000 -0.373140157 -0.065148253 0.02958153    -246.589719
#> 59     569.0000  0.325329512  0.074176611 0.04941708     167.628991
#> 60    1909.0000 -0.771059693 -0.246029350 0.09240393   -3451.757571
#> 61     830.0000  0.036764266  0.007327150 0.03820336      32.784161
#> 62       0.0000 -0.732363727 -0.232925047 0.09186098    -668.455435
#> 63    1828.0000  2.660085130          NaN        NaN    1386.645586
#> 64   20635.0000  0.943015589  0.157804123 0.02723985    8130.588502
#> 65    7666.0000 -0.864805051 -0.137350741 0.02460405   -7457.681437
#> 66    1256.0000  0.458448428  0.077984942 0.02812238     405.827129
#> 67     742.0000  0.626776777  0.248296152 0.13564569     337.020942
#> 68    3199.0000  1.097509045  0.337677794 0.08647839    1743.807113
#> 69    1598.4184 -0.021353618          NaN        NaN     -33.755505
#> 70    1721.0000  0.742484572  0.112843292 0.02257664     653.134246
#> 71    7149.0000  0.491485186  0.153507070 0.08888139    2221.227654
#> 72    4099.0000  0.579674720  0.103613898 0.03096056    1763.561329
#> 73       0.0000 -1.129548887 -0.160321017 0.01974735    -985.008569
#> 74    1576.0000  0.365031454  0.086403867 0.05305549     327.615256
#> 75    1535.0000 -0.073551783 -0.015419783 0.04210076    -225.824095
#> 76    5721.0000  1.063414688  0.180572832 0.02802556    3204.658060
#> 77     824.0000 -0.940625786 -0.427434208 0.17115125   -1390.233581
#> 78    1803.0000 -0.961559682 -0.181853823 0.03453266   -2884.902842
#> 79    3715.0000  0.889551612  0.283186724 0.09201952    2758.643923
#> 80    1433.0000 -0.351275148 -0.083088420 0.05298385   -1079.726879
#> 81    3384.0000  1.097523914  0.421698746 0.12863954    1567.290492
#> 82    1961.0000 -0.251897135 -0.075690848 0.08281294    -362.853259
#> 83     445.0000 -0.865027926 -0.135114814 0.02381646   -2611.165405
#> 84       0.0000 -1.103655726 -0.160326374 0.02066680    -963.434658
#> 85    1097.0000  0.693372151  0.120148685 0.02915123     455.903325
#> 86    5303.0000  0.858046837  0.140197518 0.02600258    2593.310981
#> 87     801.0000  0.072484246  0.016819541 0.05109337      65.072036
#> 88       0.0000 -1.147522963 -0.161328780 0.01938210   -1000.089258
#> 89     140.0000 -0.971180382 -0.160130523 0.02646667    -633.570308
#> 90   56116.0000  1.191451214  0.306436334 0.06204543   10401.512135
#> 91       0.0000 -1.493126910 -0.252345356 0.02776940  -12693.089595
#> 92   15997.0000  0.157644013  0.025190666 0.02489855    1370.528422
#> 93    2624.0000 -0.148100355 -0.059103672 0.13738348    -614.812831
#> 94    1145.0000  1.672219809  0.348258553 0.04156975     820.985372
#> 95    1726.0000  0.812563523  0.114936340 0.01961537     712.916089
#> 96    2957.0000  2.045430685  0.517374635 0.06013225    1771.110256
#> 97    1291.0000  0.577333866  0.115336059 0.03837785     513.143094
#> 98     690.0000 -0.940625973 -0.285566786 0.08439018   -1501.685042
#> 99    1208.0000 -0.548653162 -0.148966635 0.06865804    -878.066352
#> 100    106.0000 -1.101331352 -0.158832511 0.02037523    -961.311573
#> 101    260.0000 -0.716473290 -0.249730825 0.10832993    -732.948729
#> 102   3835.0000  1.510534866  0.588445594 0.13176193    2096.327194
#> 103   7781.0000  0.211011929  0.068108254 0.09435078     664.208625
#> 104   5406.0000 -0.568245827 -0.101820487 0.03110808   -4939.708654
#> 105  20942.0000  1.159717222  0.201645967 0.02934537    9960.477743
#> 106   4783.0000 -0.351906616 -0.067714455 0.03570411   -3073.129530
#> 107     16.0000 -0.913206240 -0.206965501 0.04885456   -2764.873183
#> 108   1216.0000  0.334091612  0.092816800 0.07165269     338.863586
#> 109    304.0000 -0.596811209 -0.100184304 0.02740670    -392.750990
#> 110   1873.0000  1.231279779  0.379288386 0.08666718     822.770978
#> 111   2934.0000 -1.143303366 -0.192538541 0.02757827   -9814.581190
#> 112   2043.0000 -0.439447250 -0.087362788 0.03801944   -1338.478291
#> 113  29885.0000  0.572239919  0.084602365 0.02139036    4949.420251
#> 114  20503.0000 -0.889946477 -0.137085706 0.02317779   -7665.189692
#> 115  14068.0000 -1.483060336 -0.222642583 0.02204041  -12574.520205
#> 116    781.0000 -0.145827982 -0.046566405 0.09253259    -458.764392
#> 117   2501.0000  0.245853906  0.058360302 0.05334254     348.624662
#> 118   2201.0000  1.454821601  0.206153974 0.01968474    1258.143307
#> 119   3876.0000 -0.101745321 -0.028901636 0.07466466    -407.936753
#> 120   1232.0000 -0.812147409 -0.238501844 0.07939398   -1146.626803
#> 121   2907.0000 -0.304610877 -0.057336572 0.03421778    -927.675645
#> 122   7164.0000 -0.081792759 -0.015688458 0.03548460    -715.127282
#> 123   1143.0000  0.346220989  0.161406444 0.17853522     373.223344
#> 124      0.0000 -0.998073452 -0.311763161 0.08889792    -996.435694
#> 125  12781.0000 -0.830317453 -0.122375763 0.02126031   -7152.606294
#> 126  72675.0000  4.394723248          NaN        NaN   37917.570376
#> 127   9812.0000  0.835644776  0.232207454 0.07168132    2587.982785
#> 128    106.0000 -0.887181668 -0.299096784 0.10205792    -897.420589
#> 129   6103.0000 -0.040807014 -0.009398815 0.05037650    -161.542317
#> 130   4926.0000 -0.312533017 -0.059189153 0.03462490    -954.940666
#> 131   1600.0000  0.477682909  0.093321797 0.03676373     424.668676
#> 132   2033.0000 -0.269984424 -0.043580896 0.02539473    -821.225657
#> 133    265.0000 -0.763711790 -0.132545337 0.02924029   -2315.608339
#> 134    447.0000 -0.439964336 -0.144498228 0.09736488    -451.479927
#> 135   3801.0000 -0.344441597 -0.104827924 0.08477194   -1559.478326
#> 136      0.0000 -0.843309516 -0.190619568 0.04860935    -429.891060
#> 137   1015.0000  0.100412320  0.014912865 0.02158107      88.769892
#> 138   2806.0000  2.475201625  0.486928452 0.03725796    2079.978044
#> 139    377.0000 -0.032267744 -0.006111732 0.03463251     -16.528225
#> 140   1587.0000  1.495422899  0.258892824 0.02909958     959.780952
#> 141   2287.0000  0.454453505  0.136801461 0.08308658     734.329340
#> 142      0.0000 -1.274204629 -0.248422390 0.03661857   -1956.456770
#> 143   2037.0000 -0.364732704 -0.055648009 0.02274868   -1107.245184
#> 144   8696.0000  0.008198538  0.001536986 0.03395201      71.629528
#> 145  23978.0000 -0.325250525 -0.049084078 0.02226719   -2821.326738
#> 146      0.0000 -0.951223648 -0.184384396 0.03621297    -839.662305
#> 147   2438.0000  1.821342285  0.725231895 0.13685330    1758.233285
#> 148    370.0000 -1.546852581 -0.449872930 0.07798645   -2076.888146
#> 149  11348.0000  3.037889496          NaN        NaN    9192.578243
#> 150   4156.0000 -0.567231956 -0.106832557 0.03425686   -1728.899012
#> 151    387.0000 -1.272364352 -0.434817057 0.10457317   -1156.974731
#> 152   1072.0000  0.339216475  0.061600618 0.03192460     224.519587
#> 153    903.1661  1.039003220          NaN        NaN     522.097640
#> 154   1088.0000  0.222287131  0.052291788 0.05243798     223.571223
#> 155    784.0000  0.271796088  0.050208927 0.03299912     180.101176
#> 156   3053.0000  3.717878240          NaN        NaN    2428.690450
#> 157   4103.0000  2.528673197          NaN        NaN    3376.840707
#> 158  78937.0000  2.031853275  0.823858900 0.14119395   18019.385297
#> 159  14448.0000  2.298898799  0.611545989 0.06608827    8117.485129
#> 160  11708.0000  2.317945645  0.374994491 0.02550486    6698.557257
#> 161   6981.0000  0.761911806  0.113270733 0.02162379    2301.204796
#> 162   6404.0000  0.014477245  0.003393288 0.05207663      57.364493
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#> 175 138672.0000          NaN          NaN 0.74706914  139088.073125
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#> 199 205308.0000          NaN          NaN 0.90661703  228905.882542
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#> 229   4004.0000  3.545627248          NaN        NaN    3106.380009
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#> 231   1542.0000  1.177835794  0.199401540 0.02786220     764.230875
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#> 239   2397.0000  1.978550843  0.425390587 0.04418308    1703.160874
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#> 256   8526.0000  2.217329794  0.407321569 0.03264380    6458.550063
#> 257   2281.0000  0.026983845  0.006904356 0.06144658      38.499994
#> 258  24205.0000  1.462652240  0.248709124 0.02810104   12448.021473
#> 259  22851.0000 -0.700479844 -0.109488454 0.02384858   -6055.325324
#> 260   7486.0000 -0.329869023 -0.058975270 0.03097365   -2874.118347
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#> 268   3098.0000  2.870154017  0.981131478 0.10462791    2440.832159
#> 269    601.0000 -0.279148544 -0.046559093 0.02706585    -184.397636
#> 270    461.0000 -0.996627160 -0.254948821 0.06142027    -890.687203
#> 271   1101.6200  1.478556249          NaN        NaN     748.571837
#> 272   3714.0000  0.686292648  0.191953454 0.07255407    2118.093018
#> 273   3436.0000  2.558147006          NaN        NaN    2589.546979
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#> 275   2111.0000 -0.633256919 -0.088675691 0.01923161   -1913.761365
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#> 294  77340.0000          NaN          NaN 0.34631384  -86517.937698
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#> 296    318.2100 -0.060843228          NaN        NaN     -30.875693
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#> 305    564.0000  0.440428769  0.103139845 0.05198940     226.899314
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#> 307   1462.0000  0.739243239  0.136018021 0.03274603     653.724149
#> 308      0.0000 -1.359072942 -0.238912012 0.02997595   -1184.683504
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#> 311   1926.0000  1.467370419  0.368381337 0.05928872    1294.968233
#> 312   5310.0000  2.775943774  0.779702838 0.07312378    3274.372642
#> 313  12273.0000  2.328005882  0.579028018 0.05825893    6563.441432
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#> 325  25837.0000  4.240395573          NaN        NaN   17240.811856
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#> 355    389.0877           NA          NaN        NaN             NA
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#> 365   1320.3918           NA          NaN        NaN             NA
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#> 368   2327.0000  0.439700392  0.113400415 0.06236614     702.773104
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#> 380   4907.0000  0.312104589  0.043706047 0.01923307     946.121605
#> 381    505.1311           NA          NaN        NaN             NA
#> 382   2105.0000  0.979568557  0.240969837 0.05706099     873.710566
#> 383   9559.0000  1.378234564  0.243031378 0.03015644    4126.429294
#> 384   3177.0000  0.509601414  0.108683246 0.04350572    1561.717884
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#> 387  15689.0000  0.626933889  0.111642481 0.03073670    5444.622923
#> 388   4104.0000  4.044628386          NaN        NaN    2799.335065
#> 389   2090.0000  1.353980224  0.197712310 0.02087756    1174.907456
#> 390    891.0000  0.319752506  0.053691831 0.02742285     211.185037
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#> 393   3766.9318  1.173934400          NaN        NaN    1828.660444
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#> 395   5510.0000  0.856256149  0.133939030 0.02388407    2585.168843
#> 396   1854.8085  0.938869055          NaN        NaN     820.854933
#> 397    146.0000 -0.446769775 -0.085717810 0.03550382    -228.168554
#> 398      0.0000 -0.826231242 -0.172012610 0.04154228    -419.830971
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#> 400    225.0000 -0.242401893 -0.061400598 0.06029284    -125.722192
#> 401   1766.0000 -1.673764712 -0.498267223 0.08140652   -6970.907938
#> 402    712.0000 -0.510753196 -0.095261274 0.03361707   -1557.200145
#> 403    997.0000 -0.036766242 -0.009208485 0.05902756     -24.722764
#> 404    591.0000 -1.085648590 -0.419563220 0.12994589    -746.738787
#> 405   1061.0000  0.311382052  0.057161514 0.03260064     206.221803
#> 406    595.0000 -0.592298810 -0.133621263 0.04842954    -394.093523
#> 407    629.0000 -0.737255545 -0.158736107 0.04430324   -1159.441533
#> 408    969.0000 -0.775482376 -0.258912291 0.10029133   -1255.565241
#> 409      0.0000 -0.979395732 -0.177976872 0.03196693    -640.599578
#> 410   8367.0000  4.251808201          NaN        NaN    6773.271341
#> 411   1913.0000 -0.841611700 -0.249092827 0.08054343   -3729.633832
#> 412  17871.0000  3.162197487  0.828082612 0.06417474   11010.594875
#> 413   1708.0000 -0.023470511 -0.004978743 0.04306047     -37.269996
#> 414  14343.0000  0.577798233  0.561906949 0.48605938    3466.401769
#> 415      0.0000 -0.813970876 -0.180511995 0.04687531    -538.773793
#> 416     24.0000 -0.835633792 -0.171258582 0.04030919    -550.941264
#> 417    530.0000 -0.024269663 -0.005045286 0.04142569     -16.169322
#> 418    653.0000  0.060743349  0.011145129 0.03256815      40.281930
#> 419   2742.0000  0.620609144  0.119424345 0.03570740     974.550287
#> 420      0.0000 -1.311806523 -0.277521024 0.04283880   -2017.178868
#> 421   4038.0000  1.632263344  0.395127743 0.05535577    2484.596526
#> 422   1667.0000  1.636601118  0.283985374 0.02922959    1044.279216
#> 423   1569.0000  1.590710464  0.306685888 0.03583892    1020.477941
#> 424   1048.0000  0.816267391  0.174272037 0.04359458     539.338094
#> 425   1394.9105  0.190759528          NaN        NaN     130.983157
#> 426   2156.6280  1.063077822          NaN        NaN    1418.064643
#> 427   1607.2760           NA          NaN        NaN             NA
#> 428  19083.0000  2.681453724          NaN        NaN   11634.094736
#> 
#> $aggregates
#>    strata  N AnImputed AestimateYHat AestimateOrig        Acoef     AcoefB
#> 1      13 49         0            NA       1140048   -937.89813  1.2956443
#> 2       3 35         2            NA         80875    131.05769  0.7228378
#> 3       5 40         4            NA         13997    191.11032  0.3716366
#> 4       1 21         0            NA         21086     86.89588  0.7871245
#> 5       4 15         2            NA          6011     89.75606  0.3557723
#> 6      10 21         0            NA         57945    759.86685  0.5753252
#> 7      11 53         0            NA        219433   1098.26069  0.6136038
#> 8       8 23         0            NA        150654   3872.62269  0.3875788
#> 9       2 60         4            NA         61014    208.42510  0.4510639
#> 10      7 31         0            NA        125085    274.05591  0.8964384
#> 11     15  1         0     455113.00        455113 455113.00000         NA
#> 12      6 47         2            NA         38599    169.58854  0.5001314
#> 13     12 19         0            NA        140472   1747.09734  0.7258755
#> 14     16 10         1      19361.63         17205   2243.48522 -0.2171429
#> 15     14  3         0     421320.00        421320 -19411.43414  2.4220281
#>    AnModel  AsigmaHat AseEstimate AseRobust BnImputed    estimate BestimateYHat
#> 1       44  6799.0081      0.0000    0.0000         0 1140048.000   1102130.430
#> 2       24  1477.7436   2196.4887 2773.5269         1   87847.626     64097.492
#> 3       19   294.8446    655.5807  905.9828         3   18440.983     15267.550
#> 4       15   611.7164      0.0000    0.0000         0   21086.000     18496.453
#> 5       10   246.0045    381.9351  429.2043         0    6678.632      5430.122
#> 6       19  1326.4614      0.0000    0.0000         0   57945.000     45632.163
#> 7       45  2783.4087      0.0000    0.0000         0  219433.000    210240.422
#> 8       19  3812.4591      0.0000    0.0000         0  150654.000    133413.188
#> 9       41   620.3999   1307.2285 1356.9134         2   66477.843     59673.410
#> 10      26  2292.5763      0.0000    0.0000         0  125085.000    133481.826
#> 11       1        NaN      0.0000       NaN         0  455113.000    455113.000
#> 12      34   715.4102   1043.7625  919.4276         4   43495.667     35654.587
#> 13      16  3087.2976      0.0000    0.0000         0  140472.000    128837.905
#> 14       9  1763.4010   1950.5781 1903.7796         0   19361.628     14566.723
#> 15       3 13041.0430      0.0000    0.0000         0  421320.000    421320.000
#>    BestimateOrig        Bcoef      BcoefB BnModel  BsigmaHat BseEstimate
#> 1    1140048.000 -10137.78718  0.83213258      48  8493.4218      0.0000
#> 2      86240.350   1202.50248  0.18307262      29  1524.3632   1588.4897
#> 3      17168.903    256.81705  0.09434425      32   494.8233    944.5672
#> 4      21086.000    978.64101 -0.02861212      20   952.8485      0.0000
#> 5       6678.632    -47.29828  0.30508825      12   355.7871      0.0000
#> 6      57945.000   2493.65434 -0.03470824      19  1341.0091      0.0000
#> 7     219433.000  -2002.56734  0.74011910      52  2974.9111      0.0000
#> 8     150654.000    287.03211  0.42372035      22  3760.1749      0.0000
#> 9      64515.744    241.65814  0.22951779      52   865.7626   1247.8716
#> 10    125085.000  -2208.09044  0.51565781      30  2944.0026      0.0000
#> 11    455113.000 455113.00000          NA       1        NaN      0.0000
#> 12     40163.499    151.44923  0.38072489      38   643.1724   1361.4486
#> 13    140472.000   2151.41245  0.51799089      18  4210.4138      0.0000
#> 14     19361.628   -111.11756  0.88600725       8  1205.7532      0.0000
#> 15    421320.000  29778.53782  0.55572657       3 69950.4970      0.0000
#>    BseRobust nImputed  seRobust seEstimate        cv
#> 1      0.000        0    0.0000     0.0000  0.000000
#> 2   1493.202        3 3149.9372  2710.6941  3.085677
#> 3   1172.830        7 1482.0037  1149.7797  6.234915
#> 4      0.000        0    0.0000     0.0000  0.000000
#> 5      0.000        2  429.2043   381.9351  5.718763
#> 6      0.000        0    0.0000     0.0000  0.000000
#> 7      0.000        0    0.0000     0.0000  0.000000
#> 8      0.000        0    0.0000     0.0000  0.000000
#> 9   1267.261        6 1856.6539  1807.2160  2.718524
#> 10     0.000        0    0.0000     0.0000  0.000000
#> 11       NaN        0       NaN     0.0000  0.000000
#> 12  1661.587        6 1899.0042  1715.5123  3.944099
#> 13     0.000        0    0.0000     0.0000  0.000000
#> 14     0.000        1 1903.7796  1950.5781 10.074453
#> 15     0.000        0    0.0000     0.0000  0.000000
#> 
#> $total
#>   Ntotal nImputedTotal AnImputedTotal BnImputedTotal estimateTotal   cvTotal
#> 1    428            25             15             10       2973458 0.1459343
#> 
w[w[,"Ny.kostragruppe"]>13,"Ny.kostragruppe"]=13 # Combine small strata
ImputeRegression2(w, strataName = names(w)[2]) # Ordinary regressions
#> $micro
#>       id     x1     x2      y strata Acategory123        AyHat       ArStud
#> 1    101   9020  30544   2792     13            1  10976.39709 -1.334608331
#> 2    104  12815  32182  11319     13            1  15848.65157 -0.728401521
#> 3    105  31417  54678  32854     13            1  39731.04364 -1.126337834
#> 4    106  38167  78967  42362     13            1  48397.10893 -0.998092680
#> 5    111   2790   4511   3278      3            1   2147.77512  0.774135971
#> 6    118   1025   1404    853      5            1    572.03785  0.978411840
#> 7    119   1900   3610   1531      1            1   1582.43251 -0.086108079
#> 8    121      0    672    103      4            1     89.75606  0.055095415
#> 9    122   3169   5343   2226     10            1   2583.07241 -0.269268009
#> 10   123   2537   5736   2512     11            1   2654.97347 -0.051624838
#> 11   124   7549  15615   6721      8            1   6798.45526 -0.020315373
#> 12   125   4150  11396  10538     10            2   3147.46644  5.326460492
#> 13   127      0   3742      0      2            1    208.42510 -0.344725724
#> 14   128      0   8084    474     11            1   1098.26069 -0.229638517
#> 15   135   3520   7357   1507      7            1   3429.51899 -0.853550981
#> 16   136   7946  15458   5491      7            1   7397.15522 -0.858974643
#> 17   137   1298   5186    331      1            1   1108.58354 -1.361136332
#> 18   138    500   5382    811      1            1    480.45815  0.551533322
#> 19   211  11929  16732   9867      7            1  10967.66926 -0.536966724
#> 20   213  21799  30261  22914     13            1  27382.86350 -0.719442557
#> 21   214   6209  18992   9635      7            1   5840.04177  1.767072793
#> 22   215   4350  15695   7751      8            1   5558.59059  0.585996292
#> 23   216  13678  18623  10648      7            1  12535.53998 -1.004817970
#> 24   217  11582  26792  14146     13            1  14265.65032 -0.019147384
#> 25   219  74171 122348  97383     13            1  94621.25923  0.536084661
#> 26   220  38503  60106  53067     13            1  48828.48640  0.697979619
#> 27   221     NA  15914      0      7            0           NA           NA
#> 28   226   2658  17443   4400      7            1   2656.78911  0.776707992
#> 29   227   1470  11374   1353      7            1   1591.82032 -0.106512250
#> 30   228   7754  17426  11010      7            1   7225.03906  1.787647629
#> 31   229   7585  10870   2809      7            1   7073.54097 -2.048376600
#> 32   230  22511  36368  23871     13            1  28296.97291 -0.712771849
#> 33   231  25607  52522  41227     13            1  32271.80819  1.469058953
#> 34   233   9175  22857   9878     13            1  11175.39563 -0.207962057
#> 35   234     NA   6323    400      7            0           NA           NA
#> 36   235  20951  34189  23717     13            1  26294.14893 -0.413286148
#> 37   236   3425  20783    112      7            1   3344.35734 -1.479371852
#> 38   237  10788  23811  13445     13            1  13246.26427  0.031814349
#> 39   238   3320  12267   4830      7            1   3250.23131  0.698634380
#> 40   239   1989   2837   1245      2            1   1105.59128  0.224712912
#> 41   301 180117 658390 455113     13            2 230641.25222 19.224983574
#> 42   402   9400  17835  10354      8            1   7515.86367  0.773613926
#> 43   403  20296  30120  23153     13            1  25453.21963 -0.368639057
#> 44   412   6698  33597   7146     13            1   7995.27063 -0.136346526
#> 45   415   3020   7588   3649      7            1   2981.29980  0.293348980
#> 46   417   3168  20119    616     10            1   2582.49709 -1.592523908
#> 47   418   2862   5131   2657     10            1   2406.44758  0.188478619
#> 48   419   3194   7901   2904      7            1   3137.28008 -0.102194989
#> 49   420   3405   6142   1440     11            1   3187.58155 -0.631931991
#> 50   423   2958   4763   1537      2            1   1542.67224 -0.009190429
#> 51   425   3700   7456   1500     11            1   3368.59466 -0.675619400
#> 52   426   1315   3760     NA      2            3    801.57418           NA
#> 53   427   7213  21030   7919     13            1   8656.45932 -0.118339670
#> 54   428     NA   6525     10     11            0           NA           NA
#> 55   429   1668   4429      0      2            1    960.79976 -1.599965576
#> 56   430   2092   2600    309      2            1   1152.05087 -1.392314267
#> 57   432     NA   1881    742      3            0           NA           NA
#> 58   434     NA   1305    409      6            0           NA           NA
#> 59   436   1080   1620    569      5            1    592.47786 -0.079406888
#> 60   437   2450   5580   1909     12            1   3525.49241 -0.545676534
#> 61   438     NA   2426    830      2            0           NA           NA
#> 62   439   1182   1592      0      2            1    741.58268 -1.222711318
#> 63   441   2852   1956   1828      5            1   1251.01795  2.407397472
#> 64   501  19444  27476  20635     13            1  24359.36962 -0.598001702
#> 65   502   9415  30137   7666     13            1  11483.52239 -0.613864439
#> 66   511   1780   2701   1256      2            1   1011.31892  0.395052053
#> 67   512    748   2055    742      5            1    469.09451  0.952215693
#> 68   513   3100   2204   3199      3            1   2371.85484  0.563422173
#> 69   514   2030   2347     NA      3            3   1598.41840           NA
#> 70   515   2400   3664   1721      2            1   1290.97856  0.697847967
#> 71   516   4088   5741   7149     12            1   4714.47654  0.814822138
#> 72   517   5900   5935   4099     11            1   4718.52297 -0.222773686
#> 73   519     NA   3154      0      2            0           NA           NA
#> 74   520   1990   4462   1576      2            1   1106.04235  0.762795708
#> 75   521   2468   5072   1535     11            1   2612.63481 -0.389928381
#> 76   522   2547   6227   5721     11            1   2661.10951  1.121190510
#> 77   528   1405  14906    824     10            1   1568.19876 -0.581193035
#> 78   529   9760  13180   1803      7            2   9023.29443 -2.966339097
#> 79   532   2213   6629   3715      7            1   2257.87403  0.649599053
#> 80   533     NA   9044   1433      7            0           NA           NA
#> 81   534   2773  13695   3384     10            1   2355.24364  0.787947439
#> 82   536   2555   5758   1961     10            1   2229.82274 -0.202491845
#> 83   538   2587   6751    445     11            1   2685.65366 -0.815220335
#> 84   540      0   3058      0      2            1    208.42510 -0.344725724
#> 85   541   3100   1321   1097      6            1   1719.99595 -0.908128975
#> 86   542   5988   6458   5303     11            1   4772.52011  0.190755541
#> 87   543    627   2168    801      2            1    491.24219  0.506434415
#> 88   544      0   3220      0      2            1    208.42510 -0.344725724
#> 89   545      0   1590    140      6            1    169.58854 -0.042618316
#> 90   602  32524  67895  56116     13            1  41152.27835  2.580862622
#> 91   604   6587  27013      0     13            1   7852.76200 -1.281134623
#> 92   605   8718  29801  15997     13            1  10588.67091  0.873377801
#> 93   612   1548   6767   2624      8            1   4472.59471 -0.520895806
#> 94   615   2570   1074   1145      5            1   1146.21642 -0.004270220
#> 95   616   2915   3422   1726      2            1   1523.27649  0.328761519
#> 96   617   5800   4578   2957      2            1   2824.59597  0.235505110
#> 97   618   2795   2422   1291      2            1   1469.14882 -0.288440938
#> 98   619   2295   4711    690      3            1   1789.97042 -0.754550318
#> 99   620   3090   4497   1208      3            1   2364.62646 -0.793553187
#> 100  621     NA   3512    106      2            0           NA           NA
#> 101  622      0   2275    260      1            1     86.89588  0.296713606
#> 102  623   4507  13794   3835     10            1   3352.85753  0.377614470
#> 103  624   6000  18205   7781      7            1   5652.68615  0.946923542
#> 104  625     NA  24431   5406     13            0           NA           NA
#> 105  626   7678  25731  20942     13            1   9253.45493  1.944285319
#> 106  627     NA  21492   4783     13            0           NA           NA
#> 107  628     NA   9413     16      7            0           NA           NA
#> 108  631     NA   2699   1216      1            0           NA           NA
#> 109  632     NA   1404    304      6            0           NA           NA
#> 110  633   2119   2548   1873      6            1   1229.36703  0.914310164
#> 111  701   8577  27178   2934     13            1  10407.64644 -1.215480949
#> 112  702   3099  10741   2043      7            1   3052.11843 -0.444158131
#> 113  704  29223  42276  29885     13            1  36914.25146 -1.148345044
#> 114  706   8211  45820  20503     13            1   9937.75312  1.744676888
#> 115  709  13787  43867  14068     13            1  17096.56498 -0.485482530
#> 116  711   3855   6604    781      7            1   3729.82584 -1.335873904
#> 117  713   5900   9297   2501     10            1   4154.28554 -1.527447459
#> 118  714   2027   3163   2201      2            1   1122.73171  1.810270752
#> 119  716   8200   9361   3876      8            1   7050.76907 -0.855726764
#> 120  719   3240   5937   1232     10            1   2623.92050 -1.085888715
#> 121  720   4608  11657   2907      7            1   4404.84394 -0.658488343
#> 122  722   8382  21621   7164     13            1  10157.29344 -0.480952280
#> 123  723   1831   4971   1143      1            1   1528.12092 -0.652808885
#> 124  728    744   2474      0      1            1    672.51654 -1.157841930
#> 125  805  19328  35955  12781     13            1  24210.44168 -1.892953234
#> 126  806   9200  53952  72675     13            2  11207.49217  9.721563853
#> 127  807   5450  12717   9812     11            1   4442.40127  2.020070204
#> 128  811      0   2335    106      1            1     86.89588  0.032627891
#> 129  814   3317  14088   6103      8            1   5158.22166  0.254029992
#> 130  815   5716  10607   4926     11            1   4605.61988  0.115121866
#> 131  817   2743   4136   1600      2            1   1445.69350  0.249643614
#> 132  819   5575   6534   2033     11            1   4519.10175 -0.901627902
#> 133  821      0   6101    265     11            1   1098.26069 -0.306671109
#> 134  822    540   4338    447      1            1    511.94313 -0.106867681
#> 135  826   4697   5940   3801     12            1   5156.53475 -0.443490253
#> 136  827     NA   1613      0      5            0           NA           NA
#> 137  828   1025   2991   1015      2            1    670.76564  0.559978004
#> 138  829   2700   2448   2806      2            1   1426.29775  2.391312245
#> 139  830      0   1443    377      5            1    191.11032  0.655589913
#> 140  831   1150   1323   1587      6            1    744.73968  1.206010022
#> 141  833   2100   2246   2287      3            1   1649.01705  0.434710645
#> 142  834  12410   3727      0      3            2   9101.47464 -3.704065472
#> 143  901   5494   6920   2037     11            1   4469.39984 -0.881709624
#> 144  904  10391  22550   8696     13            1  12736.57124 -0.649672950
#> 145  906  65832  44313  23978     13            2  83915.13798 -8.582698881
#> 146  911    546   2473      0      2            1    454.70601 -0.747412101
#> 147  912   2000   2036   2438      1            1   1661.14496  1.415414327
#> 148  914      0   6014    370     10            1    759.86685 -0.331204530
#> 149  919   9886   5618  11348     11            1   7164.34763  1.582630969
#> 150  926   9036  10577   4156     11            1   6642.78442 -0.916133484
#> 151  928   2341   5147    387      2            1   1264.36579 -1.453143735
#> 152  929   2835   1847   1072      6            1   1587.46113 -0.740984405
#> 153  935   1916   1317     NA      5            3    903.16607           NA
#> 154  937    275   3582   1088      1            1    303.35513  1.415085491
#> 155  938     NA   1204    784      6            0           NA           NA
#> 156  940   3000   1242   3053      6            1   1669.98281  2.121006561
#> 157  941      0    945   4103     13            1   -604.03385  0.765997908
#> 158 1001  61868  88447  78937     13            1  78825.91090  0.019832049
#> 159 1002   9039  15529  14448      8            1   7375.94771  2.133307407
#> 160 1003  12099   9705  11708     11            1   8522.25279  1.223764008
#> 161 1004   5010   9096   6981     11            1   4172.41561  1.020951397
#> 162 1014   7426  14308   6404      8            1   6750.78306 -0.090916987
#> 163 1017   3800   6419   3191     10            1   2946.10262  0.186411216
#> 164 1018   2606  11260   1007      7            1   2610.17431 -0.713217014
#> 165 1021   2003   2290   1879      4            2    802.36788  3.972409452
#> 166 1026   1355    942    696      6            1    847.26662 -0.211505928
#> 167 1027    440   1750    455      4            1    246.29585  0.890172747
#> 168 1029   2220   4943   1512      2            1   1209.78705  0.488502979
#> 169 1032   1200   8497   8749     11            1   1834.58522  2.730511738
#> 170 1034     NA   1702     45      5            0           NA           NA
#> 171 1037   3895   5981    863     12            1   4574.38257 -1.289354070
#> 172 1046   1400   1832    739     13            1   1193.37228 -0.073368153
#> 173 1101   4631  14942   5848     10            1   3424.19786  2.161053431
#> 174 1102  26391  74820  47888     13            1  33278.35562  2.489606740
#> 175 1103  60935 132644 138672     13            2  77628.06810  8.894403934
#> 176 1106  13610  36951  28370     13            1  16869.32149  1.904877768
#> 177 1111    612   3313      0      1            1    568.61610 -0.968204722
#> 178 1112     NA   3243   5084      2            0           NA           NA
#> 179 1114     NA   2825    566      2            0           NA           NA
#> 180 1119      0  18591      0      7            1    274.05591 -0.125436304
#> 181 1120   7170  18970   7220      7            1   6701.51905  0.228341965
#> 182 1121   6580  18572   6665      8            1   6422.89137  0.063307913
#> 183 1122   4195  11853   5484      8            1   5498.51587 -0.003845774
#> 184 1124  22700  26096  22687     13            1  28539.62274 -0.946244799
#> 185 1127   6432  10737  11144      8            1   6365.52971  1.315063613
#> 186 1129     89   1238   1386     13            1   -489.77018  0.303716660
#> 187 1130   4168  12464   2357      8            1   5488.05124 -0.848250918
#> 188 1133   1790   2737   2196      3            1   1424.93733  0.529171353
#> 189 1134   2803   3903   4214     13            1   2994.63000  0.196600084
#> 190 1135   5988   4710   7117      3            1   4459.41037  2.232478175
#> 191 1141     NA   3221      0      2            0           NA           NA
#> 192 1142   4050   4856   1491      2            1   2035.23407 -0.910297227
#> 193 1144     NA    524    178      4            0           NA           NA
#> 194 1145     NA    865     15      5            0           NA           NA
#> 195 1146   8550  10925   5125     12            1   7953.33320 -0.949421751
#> 196 1149   8354  42187  13044     13            1  10121.34532  0.469560824
#> 197 1151    450    200    563      4            1    249.85357  1.440883528
#> 198 1160  10516   8788   2689     11            1   7550.91801 -1.871854829
#> 199 1201  94310 277391 205308     13            2 120476.94645 10.786318610
#> 200 1211    651   4106    674      1            1    599.31396  0.122378958
#> 201 1216   1900   5593   1531     11            1   2264.10787 -0.265802464
#> 202 1219   2975  11778    262     11            1   2923.73193 -0.970006152
#> 203 1221  11300  18775   6421      8            1   8252.26344 -0.515473243
#> 204 1222    497   3140      0      3            1    490.30807 -0.350098513
#> 205 1223   2200   2797    169      2            1   1200.76577 -1.726430964
#> 206 1224     NA  13271    829     11            0           NA           NA
#> 207 1227      0   1104      0      6            1    169.58854 -0.244497750
#> 208 1228   6398   6930   6358     12            1   6391.24904 -0.010719518
#> 209 1231    600   3401   1092      2            1    479.06346  1.012604922
#> 210 1232   2207    925   1371     13            1   2229.44853 -0.138485438
#> 211 1233     NA   1116    633      6            0           NA           NA
#> 212 1234     NA    920     25      5            0           NA           NA
#> 213 1235  11331  14425   8113     11            1   8051.00509  0.023154862
#> 214 1238   7310   8475   5161     11            1   5583.70430 -0.152614389
#> 215 1241     NA   3876   1435      2            0           NA           NA
#> 216 1242    440   2443    572      3            1    449.10632  0.087759994
#> 217 1243  12075  19742   2162      8            1   8552.63703 -2.056341475
#> 218 1244   3200   5118   2002      3            1   2444.13862 -0.299777376
#> 219 1245   3658   6975      0      8            1   5290.38604 -1.508952734
#> 220 1246     NA  24870   7228     13            0           NA           NA
#> 221 1247  10257  28380   9927     13            1  12564.53380 -0.423087801
#> 222 1251   4911   4125   4074      3            1   3680.91407  0.278593027
#> 223 1252   2520    381      0     13            1   2631.29719 -0.424997441
#> 224 1253   1874   7957    846     10            1   1838.02628 -0.768739608
#> 225 1256     NA   7812      0      8            0           NA           NA
#> 226 1259   1121   4852   2720      3            1    941.35885  1.281586251
#> 227 1260   3956   5077   2169     10            1   3035.85335 -0.671202789
#> 228 1263  11486  15607   8647     12            1  10084.50378 -0.490084794
#> 229 1264   2248   2858   4004      2            2   1222.41684  4.428069688
#> 230 1265   1471    576   1303      5            1    737.78778  2.178790188
#> 231 1266   2700   1701   1542      6            1   1519.94338  0.031300694
#> 232 1401   4017  11923  14126     11            2   3563.10706  3.750484069
#> 233 1411      0   2370      0      5            1    191.11032 -0.674518094
#> 234 1412   1019    785    658      5            1    569.80803  0.299167596
#> 235 1413   1568   1395    387      4            1    647.60695 -1.171072916
#> 236 1416     NA   4161  12094      3            0           NA           NA
#> 237 1417   2019   2689      0      3            1   1590.46719 -1.111402650
#> 238 1418   2645   1294   1048      5            1   1174.08917 -0.447375232
#> 239 1419     NA   2298   2397      2            0           NA           NA
#> 240 1420     NA   7839    397      8            0           NA           NA
#> 241 1421   2570   1764      0     13            1   2695.49026 -0.435377061
#> 242 1422   3726   2172      0      6            2   2033.07823 -2.660967804
#> 243 1424   5950   5359   8456     12            1   6066.05680  0.789404253
#> 244 1426   2999   5093  11700     12            1   3923.99808  3.672392053
#> 245 1428     NA   3023      0      1            0           NA           NA
#> 246 1429   2277   2830   1079      2            1   1235.49770 -0.252433029
#> 247 1430     NA   2942    285      2            0           NA           NA
#> 248 1431      0   3020     NA      2            3    208.42510           NA
#> 249 1432  11500  12900   5772      8            1   8329.77921 -0.730185954
#> 250 1433   1200   2840     94      2            1    749.70183 -1.076304534
#> 251 1438   3506   3846    758      6            1   1923.04931 -1.794255153
#> 252 1439     NA   6046   1895     11            0           NA           NA
#> 253 1441     NA   2774      0      1            0           NA           NA
#> 254 1443   2800   6015   3038     11            1   2816.35126  0.079945510
#> 255 1444   2500   1200      0      4            2    979.18669 -3.446062160
#> 256 1445   6639   5784   8526     11            1   5171.97616  1.229064547
#> 257 1449   1307   7168   2281     10            1   1511.81689  0.603641889
#> 258 1502  18879  26732  24205     13            1  23633.98785  0.091349623
#> 259 1504  15204  46747  22851     13            1  18915.79676  0.631733772
#> 260 1505   9913  24526   7486     13            1  12122.88543 -0.746742722
#> 261 1511   1856   3256   1064      2            1   1045.59978  0.029643093
#> 262 1514     NA   2559    405      1            0           NA           NA
#> 263 1515     NA   8972   3423      8            0           NA           NA
#> 264 1516  11028   8430   5817     11            1   7865.08314 -0.767377430
#> 265 1517     NA   5189   1780     10            0           NA           NA
#> 266 1519   2000   9037    932     11            1   2325.46824 -0.506051759
#> 267 1520   2350  10677   3974     10            1   2111.88108  1.499243465
#> 268 1523   2262   2310   3098      1            1   1867.37159  2.697761412
#> 269 1524    880   1652    601      6            1    609.70419 -0.012225551
#> 270 1525     NA   4598    461      2            0           NA           NA
#> 271 1526   2450   1020     NA      5            3   1101.62003           NA
#> 272 1528   3045   7675   3714      7            1   3003.71076  0.312078782
#> 273 1529   2470   4620   3436      1            2   2031.09350  2.082202039
#> 274 1531   3000   8952   2024      7            1   2963.37103 -0.413526341
#> 275 1532   6968   8094   2111     11            1   5373.85181 -1.195909568
#> 276 1534      0   9200   1115     10            1    759.86685  0.301521203
#> 277 1535   6015   6611   2432     11            1   4789.08741 -0.854598610
#> 278 1539   4844   7492   3288     11            1   4070.55738 -0.281270285
#> 279 1543     NA   2970    554      2            0           NA           NA
#> 280 1545      0   2088      0      4            1     89.75606 -0.377080789
#> 281 1546   3118   1270      0      5            2   1349.87329 -4.200727576
#> 282 1547      0   3518   1770     13            1   -604.03385  0.384658570
#> 283 1548   3000   9717   1287     10            1   2485.84246 -0.924856938
#> 284 1551   6287   3467   2093      1            2   5035.54787 -2.710916335
#> 285 1554   1825   5826   1862     11            1   2218.08758 -0.129080587
#> 286 1557   3745   2593   1061      2            1   1897.65957 -1.409521950
#> 287 1560   1500   3103    980      2            1    885.02101  0.153265635
#> 288 1563   5193   7160   7244     12            1   5516.56901  0.565959035
#> 289 1566   2100   5969   5687     11            1   2386.82862  1.214998748
#> 290 1567      0   2036      0      2            1    208.42510 -0.344725724
#> 291 1571   1715   1547    958      5            1    828.46711  0.442817680
#> 292 1573   1890   2141   1105      6            1   1114.83693 -0.013754969
#> 293 1576   3730   3536   1765      3            1   2827.24264 -0.733070477
#> 294 1601  42752 187353  77340     13            2  54283.61401  3.540093487
#> 295 1612   5078   4260   3297      2            1   2498.92780  1.403398823
#> 296 1613    342    978     NA      5            3    318.21004           NA
#> 297 1617     NA   4622     14      3            0           NA           NA
#> 298 1620   2044   4799   3938      3            1   1608.53813  1.684870390
#> 299 1621   3545   5209   5014      8            1   5246.58963 -0.062186509
#> 300 1622   3300   1733   1070      4            1   1263.80450 -1.335810220
#> 301 1624    920   6644    388     11            1   1662.77616 -0.466090908
#> 302 1627   3179   4779   2042      2            1   1642.35738  0.653085776
#> 303 1630     NA   3272      2      2            0           NA           NA
#> 304 1632     NA    961      0      5            0           NA           NA
#> 305 1633   1082    976    564      5            1    593.22114 -0.098841544
#> 306 1634   2885   6886   5541     11            1   2868.50759  0.974358557
#> 307 1635   3842   2562   1462      2            1   1941.41277 -0.795661587
#> 308 1636      0   3954      0      2            1    208.42510 -0.344725724
#> 309 1638   4098  11779   7918      7            1   3947.66037  1.856295972
#> 310 1640    382   5635      0     11            1   1332.65733 -0.489573498
#> 311 1644      0   2031   1926      2            1    208.42510  3.194611383
#> 312 1648   3715   6298   5310     10            1   2897.19997  2.059192391
#> 313 1653   9611  16096  12273      7            1   8889.72511  1.628103762
#> 314 1657   2500   7755   1835      7            1   2515.15185 -0.300178113
#> 315 1662   2549   6067   2014     11            1   2662.33672 -0.234233913
#> 316 1663   7560  13738  14395      8            1   6802.71862  2.296259335
#> 317 1664   3236   4132   2009      1            1   2634.03090 -1.396511589
#> 318 1665   3000    851   3413      6            1   1669.98281  2.795091933
#> 319 1702      0  21781   2123     13            1   -604.03385  0.442063274
#> 320 1703  11596  13010   9687     11            1   8213.61009  0.554241672
#> 321 1711     NA   2523   3978      3            0           NA           NA
#> 322 1714  20710  23308  23850     13            1  25984.73830 -0.342116469
#> 323 1717    200   2631      0      1            1    244.32079 -0.413028263
#> 324 1718   2225   3531   1291      4            1    881.34932  2.490591373
#> 325 1719  13987  19610  25837      8            2   9293.68775  3.757463961
#> 326 1721    500  14885   3302      8            1   4066.41210 -0.221527185
#> 327 1724      0   2527    473      2            1    208.42510  0.438013900
#> 328 1725     NA   1622      0      5            0           NA           NA
#> 329 1736      0   2139      0      3            1    131.05769 -0.095952920
#> 330 1738   4410   1375   1379      5            1   1830.02780 -2.262233446
#> 331 1739   1586    469    297      6            1    962.79698 -0.943016028
#> 332 1740   2412    867      0      6            1   1375.90553 -2.067959012
#> 333 1742   2841   2466   3258      6            1   1590.46192  2.628083129
#> 334 1743     NA   1250      0      5            0           NA           NA
#> 335 1744   1916   3825    331      2            1   1072.66361 -1.217822154
#> 336 1748    288    633     85      4            1    192.21847 -0.442751084
#> 337 1749   1768   1103    405      5            1    848.16386 -1.627479697
#> 338 1750   4056   4387   5225      3            1   3062.88776  1.568645115
#> 339 1751     NA   5126    607     11            0           NA           NA
#> 340 1755     NA    562      0      5            0           NA           NA
#> 341 1756    800   6769    132     11            1   1589.14371 -0.533701376
#> 342 1804  15263  50488  32268     13            1  18991.54458  2.225521895
#> 343 1805  10530  18787  13906     11            1   7559.50846  2.518935900
#> 344 1811      0   1465      0      5            1    191.11032 -0.674518094
#> 345 1812   2200   2031   1226      3            1   1721.30083 -0.336477389
#> 346 1813   2920   7962   5188     11            1   2889.98372  0.835257008
#> 347 1815      0   1244     NA      6            3    169.58854           NA
#> 348 1816    112    507     NA      4            3    129.60255           NA
#> 349 1818     NA   1743     NA      2            0           NA           NA
#> 350 1820   5845   7437   5115     12            1   5989.83987 -0.283230154
#> 351 1822    900   2216    594      2            1    614.38265 -0.033074344
#> 352 1824  11200  13427   8888     12            1   9876.90338 -0.333626151
#> 353 1825     NA   1462     22      5            0           NA           NA
#> 354 1826   1955   1465   1127      6            1   1147.34547 -0.028465628
#> 355 1827     NA   1402     NA      5            0           NA           NA
#> 356 1828      0   1838    354      6            1    169.58854  0.265914908
#> 357 1832   3716   4486   1770      3            1   2817.12291 -0.722180702
#> 358 1833  10751  26039  20207     13            1  13198.76139  1.136306575
#> 359 1834   1260   1923     NA      4            3    538.02910           NA
#> 360 1835   1770    478     NA      5            3    848.90713           NA
#> 361 1836      0   1268     14      5            1    191.11032 -0.623854815
#> 362 1837   2315   6471   2027     12            1   3427.49921 -0.472552667
#> 363 1838      0   2043    744      6            1    169.58854  0.836626326
#> 364 1839      0   1034      0      6            1    169.58854 -0.244497750
#> 365 1840     NA   4700     NA      2            0           NA           NA
#> 366 1841   6132   9604   8214     12            1   6198.16615  0.660989839
#> 367 1845     NA   1963     NA      6            0           NA           NA
#> 368 1848   5800   2543   2327      3            1   4323.51687 -1.571801989
#> 369 1849     NA   1824     NA      6            0           NA           NA
#> 370 1850     NA   1974     NA      6            0           NA           NA
#> 371 1851     NA   2144   1529      5            0           NA           NA
#> 372 1852     NA   1283     NA      5            0           NA           NA
#> 373 1853     NA   1400     NA      6            0           NA           NA
#> 374 1854    950   2556     NA      2            3    636.93584           NA
#> 375 1856   1850    551     22      6            1   1094.83167 -1.557236431
#> 376 1857    320    765      0      4            1    203.60318 -0.871521670
#> 377 1859    500   1336    147      5            1    376.92863 -0.800466879
#> 378 1860  11380  11198   1959     11            1   8081.07167 -2.445477691
#> 379 1865  18065   9350   2793     11            2  12183.01292 -2.919279132
#> 380 1866   5210   8082   4907     11            1   4295.13637  0.219848063
#> 381 1867     NA   2632     NA      5            0           NA           NA
#> 382 1868   3321   4529   2105      2            1   1706.40846  0.652831144
#> 383 1870     NA  10214   9559     11            0           NA           NA
#> 384 1871     NA   4980   3177     11            0           NA           NA
#> 385 1874     NA   1062      0      5            0           NA           NA
#> 386 1902  31859  73480  31866     13            1  40298.51043 -1.390968333
#> 387 1903  14981  24695  15689     13            1  18629.49564 -0.471226565
#> 388 1911   3750   3029   4104      6            2   2045.08138  2.691861729
#> 389 1913   4000   3041   2090      2            1   2012.68087  0.127796939
#> 390 1917   1500   1403    891      6            1    919.78568 -0.040201563
#> 391 1919     NA   1137      0      5            0           NA           NA
#> 392 1920     NA   1051      0      6            0           NA           NA
#> 393 1922   5030   4019     NA      3            3   3766.93177           NA
#> 394 1923   2164   2230   3622     13            1   2174.24249  0.233648760
#> 395 1924   5475   6741   5510     11            1   4457.74137  0.378583965
#> 396 1925   3650   3452     NA      2            3   1854.80849           NA
#> 397 1926      0   1158    146      5            1    191.11032 -0.157120016
#> 398 1927      0   1543      0      5            1    191.11032 -0.674518094
#> 399 1928      0    913      0      4            1     89.75606 -0.377080789
#> 400 1929     NA    915    225      5            0           NA           NA
#> 401 1931   5837  11618   1766     12            1   5984.03286 -1.470273267
#> 402 1933   1800   5701    712     11            1   2202.74749 -0.542253051
#> 403 1936   1898   2282    997      6            1   1118.83798 -0.170456256
#> 404 1938   2500   2861    591      6            1   1419.91710 -1.196918928
#> 405 1939   1200   1865   1061      6            1    769.74625  0.408486346
#> 406 1940      0   2150    595      6            1    169.58854  0.616474509
#> 407 1941   2023   2920    629      3            1   1593.35854 -0.661651000
#> 408 1942   2560   4895    969      3            1   1981.52243 -0.691876211
#> 409 1943      0   1231      0      6            1    169.58854 -0.244497750
#> 410 2002   3910   2137   8367      3            2   2957.35345  3.546111875
#> 411 2003     NA   6160   1913     12            0           NA           NA
#> 412 2004  19291  10455  17871     12            1  15749.96236  1.149653767
#> 413 2011     NA   2956   1708      3            0           NA           NA
#> 414 2012   2649  20097  14343     12            2   3669.94164  3.267157228
#> 415 2014      0    951      0      6            1    169.58854 -0.244497750
#> 416 2015      0   1054     24      6            1    169.58854 -0.209843467
#> 417 2017   1600   1035    530      6            1    969.79882 -0.617948942
#> 418 2018   1572   1215    653      6            1    955.79514 -0.424070942
#> 419 2019     NA   3276   2742      3            0           NA           NA
#> 420 2020   3790   3978      0      3            1   2870.61291 -2.166273860
#> 421 2021   3262   2668   4038      3            1   2488.95456  1.077200121
#> 422 2022   2011   1318   1667      6            1   1175.35283  0.693577895
#> 423 2023   2904   1139   1569      6            1   1621.97019 -0.075661117
#> 424 2024   1820   1000   1048      6            1   1079.82773 -0.044483724
#> 425 2025   2450   2922     NA      6            3   1394.91053           NA
#> 426 2027    400    959     NA     13            3    -90.48924           NA
#> 427 2028     NA   2211     NA      3            0           NA           NA
#> 428 2030     NA  10227  19083     12            0           NA           NA
#>          Adffits       Ahii AleaveOutResid Bcategory123        ByHat
#> 1   -0.205106822 0.02307355   -8377.700379            1  17041.67552
#> 2   -0.103214127 0.01968353   -4620.601300            1  18197.91543
#> 3   -0.233389461 0.04116872   -7172.318803            1  34077.50816
#> 4   -0.262326541 0.06461497   -6452.005029            1  51222.75299
#> 5    0.161430995 0.04167284    1179.372692            1   2028.34305
#> 6    0.233351278 0.05382083     296.943917            1    389.27639
#> 7   -0.031702547 0.11936971     -58.404204            1    875.35126
#> 8    0.024418298 0.16417758      15.845405            1    157.72102
#> 9   -0.065019482 0.05509422    -377.892083            1   2308.20823
#> 10  -0.009529643 0.03295215    -147.845292            1   2242.75581
#> 11  -0.005073573 0.05870868     -82.286170            1   6903.42535
#> 12           NaN        NaN    7390.533563            2   2098.11927
#> 13  -0.095811510 0.07170876    -224.525547            1   1100.51372
#> 14  -0.061608844 0.06714458    -669.193401            1   3980.55545
#> 15  -0.186740328 0.04567852   -2014.540196            1   1585.60406
#> 16  -0.241584790 0.07330214   -2056.932798            1   5762.94798
#> 17  -0.375277475 0.07064530    -836.691882            1    830.25856
#> 18   0.175046379 0.09151275     363.837627            1    824.65059
#> 19  -0.288738435 0.22429157   -1418.921372            1   6419.89602
#> 20  -0.108298846 0.02215768   -4570.126904            1  16841.91002
#> 21   0.383008951 0.04487152    3973.243706            1   7585.28267
#> 22   0.165847262 0.07415891    2368.019126            1   6937.32298
#> 23  -0.702557448 0.32834741   -2810.292108            1   7395.00494
#> 24  -0.002769756 0.02049605    -122.153991            1  14393.19437
#> 25   0.376613407 0.33045104    4124.777953            1  81844.75745
#> 26   0.185541306 0.06599981    4538.022216            1  37909.05285
#> 27           NaN        NaN             NA            1   5998.08794
#> 28   0.191782247 0.05746442    1849.490803            1   6786.52873
#> 29  -0.032019063 0.08287905    -260.402209            1   3657.00148
#> 30   0.486827428 0.06904244    4065.664325            1   6777.76254
#> 31  -0.542402350 0.06552277   -4563.557920            1   3397.10995
#> 32  -0.109325951 0.02298511   -4530.097713            1  21152.75074
#> 33   0.247780058 0.02766125    9209.950584            1  32555.61974
#> 34  -0.031825269 0.02288349   -1327.779869            1  11615.53624
#> 35           NaN        NaN             NA            1   1052.41389
#> 36  -0.060959973 0.02129318   -2633.218517            1  19614.62696
#> 37  -0.327443037 0.04670303   -3390.713947            2   8508.82581
#> 38   0.004678352 0.02116647     203.033231            1  12288.95069
#> 39   0.156727528 0.04791446    1659.271806            1   4117.48391
#> 40   0.035530271 0.02439030     142.893944            1    892.80012
#> 41           NaN        NaN  224471.747778            1 460228.85443
#> 42   0.251924783 0.09587826    3139.108602            1   7844.08453
#> 43  -0.053615976 0.02071546   -2348.877722            1  16742.38021
#> 44  -0.022472441 0.02644674    -872.341211            1  19196.74294
#> 45   0.068587741 0.05183326     704.201248            1   1704.72102
#> 46  -0.384485296 0.05507864   -2081.122488            1   1795.35933
#> 47   0.044425676 0.05263346     264.472527            1   2315.56638
#> 48  -0.023315978 0.04947780    -245.423070            1   1866.12191
#> 49  -0.104556150 0.02664584   -1795.422074            1   2543.24416
#> 50  -0.001768187 0.03569435      -5.882205            1   1334.85139
#> 51  -0.108470502 0.02512849   -1916.759955            1   3515.76066
#> 52           NaN        NaN             NA            2   1104.64504
#> 53  -0.019186646 0.02561348    -756.844750            1  10325.88404
#> 54           NaN        NaN             NA            1   2826.70978
#> 55  -0.259382597 0.02560906    -986.051610            1   1258.19244
#> 56  -0.220756166 0.02452270    -864.244477            1    838.40440
#> 57           NaN        NaN             NA            1   1546.86207
#> 58           NaN        NaN             NA            1    648.29522
#> 59  -0.018823504 0.05320362     -24.797162            1    409.65474
#> 60  -0.206697531 0.12547880   -1848.431365            1   5041.80161
#> 61           NaN        NaN             NA            1    798.46830
#> 62  -0.222868101 0.03215538    -766.220798            1    607.05046
#> 63   1.022575819 0.15284711     681.083732            2    441.35441
#> 64  -0.085606077 0.02008142   -3800.692914            1  14876.01983
#> 65  -0.093340405 0.02259788   -3905.784850            1  16754.38026
#> 66   0.063133291 0.02490324     250.930055            1    861.58570
#> 67   0.241264799 0.06032469     290.425309            1    450.69449
#> 68   0.120391920 0.04366533     864.911820            1   1605.99452
#> 69           NaN        NaN             NA            2   1632.17391
#> 70   0.114994242 0.02643596     441.698152            1   1082.61133
#> 71   0.249785021 0.08590139    2663.305063            1   5125.19814
#> 72  -0.034804463 0.02382697    -634.644635            1   2390.03951
#> 73           NaN        NaN             NA            1    965.55726
#> 74   0.120608887 0.02439036     481.706653            1   1265.76653
#> 75  -0.072674960 0.03357142   -1115.069266            1   1751.31673
#> 76   0.206678264 0.03286385    3163.867344            1   2606.15429
#> 77  -0.198480934 0.10444530    -830.991966            1   1976.29336
#> 78           NaN        NaN   -7220.294432            1   4588.27949
#> 79   0.172315003 0.06573908    1559.656334            1   1210.20518
#> 80           NaN        NaN             NA            1   2455.51879
#> 81   0.186017186 0.05279072    1086.091940            1   2018.32504
#> 82  -0.048770619 0.05482918    -284.417098            1   2293.80431
#> 83  -0.149447863 0.03251427   -2315.955250            1   2993.97670
#> 84  -0.095811510 0.07170876    -224.525547            1    943.52355
#> 85  -0.277692106 0.08550893    -681.248811            1    654.38682
#> 86   0.030003559 0.02414225     543.603711            1   2777.12180
#> 87   0.111908988 0.04655631     324.883172            1    739.25271
#> 88  -0.095811510 0.07170876    -224.525547            1    980.70543
#> 89  -0.013206196 0.08760811     -32.429639            1    756.80181
#> 90   0.556591136 0.04444261   15659.678669            1  43407.19242
#> 91  -0.211916054 0.02663268   -8067.624501            1  14549.19500
#> 92   0.135359188 0.02345648    5538.236609            1  16517.20284
#> 93  -0.236272232 0.17063540   -2228.928889            1   3154.34771
#> 94  -0.001587886 0.12147627      -1.384621            1    358.14278
#> 95   0.062346878 0.03471545     210.014245            1   1027.06803
#> 96   0.117263409 0.19867127     165.230602            1   1292.39059
#> 97  -0.052628147 0.03221809    -184.079512            1    797.55023
#> 98  -0.165467282 0.04588277   -1152.867152            1   2064.95758
#> 99  -0.169322639 0.04354540   -1209.285277            1   2025.78004
#> 100          NaN        NaN             NA            1   1047.72463
#> 101  0.126705672 0.15423018     204.670484            1    913.54844
#> 102  0.139569123 0.12019049     548.007790            1   2014.88892
#> 103  0.200678026 0.04298231    2223.902313            1   7179.45998
#> 104          NaN        NaN             NA            1  12726.59949
#> 105  0.310713551 0.02490281   11987.056424            1  13644.25021
#> 106          NaN        NaN             NA            1  10652.00299
#> 107          NaN        NaN             NA            1   2645.79652
#> 108          NaN        NaN             NA            1    901.41690
#> 109          NaN        NaN             NA            1    685.98698
#> 110  0.178542096 0.03673173     668.176244            1   1121.53626
#> 111 -0.189136811 0.02364097   -7654.608842            1  14665.66605
#> 112 -0.102683404 0.05073556   -1063.053027            1   3330.59009
#> 113 -0.219803165 0.03534242   -7286.784026            1  25323.12031
#> 114  0.274385299 0.02413685   10826.566075            1  27824.77734
#> 115 -0.067995988 0.01923900   -3087.974525            1  26446.18361
#> 116 -0.281817179 0.04260825   -3080.061882            1   1197.31373
#> 117 -0.957114939 0.28193985   -2302.433198            1   2170.97186
#> 118  0.286344966 0.02440954    1105.246855            1    967.62292
#> 119 -0.231011773 0.06792780   -3406.140721            1   4253.47829
#> 120 -0.265295559 0.05632629   -1475.001894            1   2287.59154
#> 121 -0.132285430 0.03879226   -1558.293672            1   3802.93264
#> 122 -0.075261612 0.02390212   -3066.591478            1  10743.06217
#> 123 -0.230640119 0.11097191    -433.193195            1    836.41017
#> 124 -0.329199139 0.07479249    -726.881843            1    907.85463
#> 125 -0.270458866 0.02000536  -11662.759382            1  20861.22016
#> 126          NaN        NaN   61467.507834            2  33565.03553
#> 127  0.307566387 0.02265646    5494.075019            1   7409.52724
#> 128  0.013933095 0.15423018      22.587845            1    911.83171
#> 129  0.085011398 0.10071240    1050.585304            1   6256.40438
#> 130  0.017764963 0.02325907     328.009313            1   5847.87594
#> 131  0.044832216 0.03124311     159.283001            1   1190.94373
#> 132 -0.138053752 0.02290749   -2544.387261            1   2833.37085
#> 133 -0.082275625 0.06714458    -893.236695            1   2512.89928
#> 134 -0.033226855 0.08814755     -71.221101            1    854.52164
#> 135 -0.127265776 0.07608307   -1467.160848            1   5228.27833
#> 136          NaN        NaN             NA            1    408.99433
#> 137  0.107400982 0.03548017     356.897132            1    928.14586
#> 138  0.424041448 0.03048584    1423.086236            1    803.51770
#> 139  0.225975814 0.10619459     207.975562            1    392.95581
#> 140  0.224504509 0.03349294     871.447671            1    655.14827
#> 141  0.099768339 0.05003704     671.587186            1   1613.68357
#> 142          NaN        NaN   -9101.474645            1   1884.81412
#> 143 -0.134492890 0.02273832   -2488.995412            1   3119.05682
#> 144 -0.096404398 0.02154493   -4129.541917            1  11398.82949
#> 145          NaN        NaN  -59937.137980            1  26761.00840
#> 146 -0.170156516 0.04927556    -478.273191            1    809.25564
#> 147  0.553968985 0.13283313     895.854145            1    920.38674
#> 148 -0.193128944 0.25374149    -522.428688            1   2284.91900
#> 149  0.422253978 0.06645440    4481.465453            2   2155.42176
#> 150 -0.215651989 0.05250107   -2624.577547            1   5825.67237
#> 151 -0.236918832 0.02589337    -900.687625            1   1422.98622
#> 152 -0.199865257 0.06781978    -552.962951            1    854.64811
#> 153          NaN        NaN             NA            2    381.06843
#> 154  0.510112262 0.11500272     886.607095            1    876.15240
#> 155          NaN        NaN             NA            1    609.84200
#> 156  0.618803854 0.07844134    1500.737004            2    624.30955
#> 157  0.159792676 0.04170221    4911.869666            1  -3851.81955
#> 158  0.010315685 0.21294447     141.145187            2  57914.54438
#> 159  0.654278568 0.08597580    7737.270254            1   6866.98540
#> 160  0.441461355 0.11514900    3600.320526            1   5180.28851
#> 161  0.153929019 0.02222640    2872.428132            1   4729.55598
#> 162 -0.022443129 0.05743642    -367.914771            1   6349.62286
#> 163  0.052993275 0.07477315     264.689014            1   2270.86217
#> 164 -0.177547556 0.05835438   -1702.524058            1   3598.21649
#> 165          NaN        NaN    1076.632117            2    651.35381
#> 166 -0.037484643 0.03045303    -156.017835            1    510.09208
#> 167  0.321317196 0.11527324     235.896734            1    486.60615
#> 168  0.078289893 0.02504165     309.975240            1   1376.16459
#> 169  0.613419295 0.04804447    7263.380041            1   4286.22464
#> 170          NaN        NaN             NA            1    417.39097
#> 171 -0.404409768 0.08956678   -4076.501711            1   5249.51595
#> 172 -0.014548927 0.03783522    -472.239568            1  -3225.69941
#> 173  0.837956895 0.13070168    2788.228275            2   1975.04387
#> 174  0.431192497 0.02912359   15047.892975            1  48295.44720
#> 175          NaN        NaN   61043.931902            2  89112.55113
#> 176  0.267275345 0.01930708   11727.094473            1  21564.28179
#> 177 -0.290726342 0.08270703    -619.884946            1    883.84906
#> 178          NaN        NaN             NA            2    985.98434
#> 179          NaN        NaN             NA            1    890.04590
#> 180 -0.048282269 0.12904070    -314.659840            1   7378.50389
#> 181  0.056552023 0.05779249     550.283187            1   7573.93820
#> 182  0.014936476 0.05272957     255.585543            1   8156.36642
#> 183 -0.001114464 0.07747192     -15.734881            1   5309.38940
#> 184 -0.145894652 0.02322033   -5991.753210            1  13901.89830
#> 185  0.309964229 0.05263182    5043.942171            1   4836.51749
#> 186  0.063153880 0.04144571    1956.874214            1  -3644.99520
#> 187 -0.246846679 0.07807326   -3396.203956            1   5568.28253
#> 188  0.133152905 0.05954518     819.882726            1   1703.57223
#> 189  0.037062785 0.03431959    1262.705540            1  -1763.81123
#> 190  1.232340884 0.23354638    3467.384817            2   2064.77450
#> 191          NaN        NaN             NA            1    980.93495
#> 192 -0.259969949 0.07541002    -588.622071            1   1356.19654
#> 193          NaN        NaN             NA            1    112.56796
#> 194          NaN        NaN             NA            1    338.42483
#> 195 -0.271279326 0.07547991   -3059.244724            1   7810.46290
#> 196  0.073538951 0.02394019    2994.339743            1  25260.29653
#> 197  0.518263942 0.11455308     353.659177            1     13.71937
#> 198 -0.546325432 0.07849737   -5276.076087            1   4501.59930
#> 199          NaN        NaN   84831.053547            1 191287.31148
#> 200  0.036109943 0.08009121      81.188529            1    861.15965
#> 201 -0.053781066 0.03932922    -763.120815            1   2136.91878
#> 202 -0.168899447 0.02942632   -2742.431602            1   6714.55540
#> 203 -0.232615311 0.16918720   -2204.183001            1   8242.38165
#> 204 -0.139873999 0.13765022    -568.572157            1   1777.35049
#> 205 -0.276079551 0.02493468   -1058.150414            1    883.61941
#> 206          NaN        NaN             NA            1   7819.55322
#> 207 -0.075762852 0.08760811    -185.872476            1    571.76951
#> 208 -0.002772935 0.06271896     -35.473926            1   5741.08931
#> 209  0.225991154 0.04744525     643.465940            1   1022.24815
#> 210 -0.026672721 0.03576906    -890.293490            1  -3865.93725
#> 211          NaN        NaN             NA            1    576.33821
#> 212          NaN        NaN             NA            1    343.61377
#> 213  0.007555389 0.09622534      68.595543            1   8673.65066
#> 214 -0.027872931 0.03227932    -436.804036            1   4269.94202
#> 215          NaN        NaN             NA            1   1131.26910
#> 216  0.035778638 0.14252074     143.319710            1   1649.74888
#> 217 -1.058022028 0.20931580   -8082.413973            1   8652.11923
#> 218 -0.065125300 0.04506859    -463.005626            1   2139.46813
#> 219 -0.476808424 0.09078292   -5818.617095            1   3242.48154
#> 220          NaN        NaN             NA            1  13036.48308
#> 221 -0.062981240 0.02167917   -2695.980423            1  15514.14002
#> 222  0.106045894 0.12655589     450.041306            1   1957.67702
#> 223 -0.080938478 0.03499974   -2726.732114            1  -4249.93879
#> 224 -0.220973287 0.07632068   -1073.994256            1   2217.48090
#> 225          NaN        NaN             NA            1   3597.13547
#> 226  0.408462949 0.09221328    1959.316116            1   2090.77081
#> 227 -0.201496816 0.08267114    -944.975555            1   2317.44062
#> 228 -0.202913889 0.14634086   -1683.931801            1  10235.69624
#> 229          NaN        NaN    2781.583157            2    897.61999
#> 230  0.526915470 0.05525429     598.269157            1    311.15934
#> 231  0.007914477 0.06009268      23.466798            1    799.06228
#> 232          NaN        NaN   10562.892939            1   6821.87267
#> 233 -0.232500184 0.10619459    -213.816468            1    480.41293
#> 234  0.071408108 0.05390167      93.216495            1    330.87729
#> 235 -0.479729679 0.14369844    -304.340156            1    378.29983
#> 236          NaN        NaN             NA            2   1964.26764
#> 237 -0.260764761 0.05217735   -1678.021928            1   1694.78474
#> 238 -0.172358814 0.12924639    -144.804646            1    378.89852
#> 239          NaN        NaN             NA            1    769.09003
#> 240          NaN        NaN             NA            1   3608.57592
#> 241 -0.082766295 0.03487851   -2792.902544            1  -3273.69960
#> 242          NaN        NaN   -2033.078225            1    978.38370
#> 243  0.206816179 0.06423018    2553.986192            1   4927.32562
#> 244  1.291563842 0.11007464    8737.813577            1   4789.54004
#> 245          NaN        NaN             NA            1    892.14658
#> 246 -0.040751384 0.02539915    -160.576196            1    891.19349
#> 247          NaN        NaN             NA            1    916.89949
#> 248          NaN        NaN             NA            2    934.80187
#> 249 -0.340920021 0.17897570   -3115.351411            1   5753.02461
#> 250 -0.195096931 0.03181195    -677.246356            1    893.48867
#> 251 -0.659713085 0.11908953   -1322.551322            1   1615.71717
#> 252          NaN        NaN             NA            1   2472.19273
#> 253          NaN        NaN             NA            1    899.27099
#> 254  0.014239888 0.03075108     228.680920            1   2449.24904
#> 255          NaN        NaN    -979.186693            1    318.80762
#> 256  0.206107465 0.02735229    3448.343925            1   2278.28153
#> 257  0.214049688 0.11169473     865.899526            1   2244.86570
#> 258  0.012961172 0.01973417     582.507446            1  14350.84126
#> 259  0.087682894 0.01890056    4011.013634            1  28479.13289
#> 260 -0.112099740 0.02203884   -4741.379969            1  12793.65858
#> 261  0.004707166 0.02459556      18.864198            1    988.96807
#> 262          NaN        NaN             NA            1    905.42260
#> 263          NaN        NaN             NA            1   4088.65108
#> 264 -0.240372254 0.08935142   -2249.037863            1   4236.63666
#> 265          NaN        NaN             NA            1   2313.55330
#> 266 -0.100893298 0.03823014   -1448.858303            1   4685.88896
#> 267  0.375029740 0.05888820    1978.637322            1   2123.07450
#> 268  1.244055032 0.17536199    1492.325585            1    912.54702
#> 269 -0.002513254 0.04054708      -9.072037            1    780.40676
#> 270          NaN        NaN             NA            1   1296.98095
#> 271          NaN        NaN             NA            2    353.04819
#> 272  0.072704928 0.05148081     748.840134            1   1749.58325
#> 273          NaN        NaN    1404.906501            2    846.45302
#> 274 -0.096966703 0.05211862    -991.021715            1   2408.07827
#> 275 -0.208731192 0.02956279   -3362.249288            1   3987.95665
#> 276  0.175820275 0.25374149     475.884889            1   2174.33856
#> 277 -0.134709942 0.02424465   -2415.654090            1   2890.36002
#> 278 -0.042427928 0.02224768    -800.363621            1   3542.40495
#> 279          NaN        NaN             NA            1    923.32598
#> 280 -0.167122272 0.16417758    -107.386514            1    589.72598
#> 281          NaN        NaN   -1349.873289            1    376.63425
#> 282  0.080242546 0.04170221    2477.344594            1  -2035.57702
#> 283 -0.219151146 0.05316348   -1266.155695            1   2156.39440
#> 284          NaN        NaN   -2942.547873            1    879.44280
#> 285 -0.026409296 0.04017748    -370.993152            1   2309.36653
#> 286 -0.360634163 0.06144012    -891.429074            1    836.79778
#> 287  0.025643472 0.02723162      97.637823            1    953.85185
#> 288  0.155328573 0.07004763    1857.547798            1   5860.22721
#> 289  0.238716500 0.03716755    3427.565595            1   2415.20356
#> 290 -0.095811510 0.07170876    -224.525547            1    708.95636
#> 291  0.114095313 0.06225449     138.132237            1    402.76761
#> 292 -0.002498312 0.03193582     -10.161445            1    966.58123
#> 293 -0.183062261 0.05869951   -1128.484107            1   1849.84725
#> 294          NaN        NaN   23056.385989            2 127730.82276
#> 295  0.563693494 0.13892070     926.827761            1   1219.40394
#> 296          NaN        NaN             NA            2    349.08573
#> 297          NaN        NaN             NA            1   2048.66411
#> 298  0.392564035 0.05149079    2455.919086            1   2081.06797
#> 299 -0.020024372 0.09394625    -256.706217            1   2494.19141
#> 300 -1.699338500 0.61807890    -507.446430            1    481.41965
#> 301 -0.109195691 0.05203119   -1344.744843            1   2914.78395
#> 302  0.135764801 0.04142477     416.913157            1   1338.52367
#> 303          NaN        NaN             NA            1    992.64036
#> 304          NaN        NaN             NA            1    347.48188
#> 305 -0.023426272 0.05318538     -30.862574            1    348.89704
#> 306  0.171629313 0.03009367    2755.412893            1   3093.89277
#> 307 -0.210891796 0.06564117    -513.092778            1    829.68272
#> 308 -0.095811510 0.07170876    -224.525547            1   1149.17149
#> 309  0.383382932 0.04091009    4139.694922            1   3865.84290
#> 310 -0.124229687 0.06049429   -1418.466457            1   2168.00378
#> 311  0.887895852 0.07170876    1850.254355            1    707.80878
#> 312  0.569165466 0.07097579    2597.133650            1   2275.06187
#> 313  0.606572106 0.12188545    3852.885598            1   6091.93766
#> 314 -0.075994275 0.06023162    -723.744127            1   1790.83587
#> 315 -0.043166295 0.03284623    -670.355362            1   2487.73523
#> 316  0.574096957 0.05882973    8066.852069            1   6108.10226
#> 317 -1.201970484 0.42555009   -1088.051169            1    860.41574
#> 318  0.815468322 0.07844134    1891.379525            2    475.44612
#> 319  0.092217580 0.04170221    2845.706081            1  10856.00380
#> 320  0.187314648 0.10251180    1641.681661            1   7626.38213
#> 321          NaN        NaN             NA            1   1664.39469
#> 322 -0.050193340 0.02107149   -2180.688660            1  11933.89045
#> 323 -0.155791386 0.12455375    -279.081431            1    903.36253
#> 324  1.484855700 0.26223096     555.255989            1   1029.96833
#> 325          NaN        NaN   16543.312250            2   8596.18814
#> 326 -0.119917443 0.22662217    -988.407047            1   6594.10950
#> 327  0.121739604 0.07170876     285.012819            1    821.64960
#> 328          NaN        NaN             NA            1    409.84343
#> 329 -0.045590437 0.18417412    -160.644198            1   1594.09480
#> 330 -1.972927734 0.43200684    -794.072587            1    386.54040
#> 331 -0.164190411 0.02942303    -685.980607            1    330.00921
#> 332 -0.456705245 0.04650571   -1443.013916            1    481.53771
#> 333  0.710907261 0.06818333    1789.555962            1   1090.31682
#> 334          NaN        NaN             NA            1    374.74737
#> 335 -0.192798088 0.02445046    -760.252128            1   1119.56370
#> 336 -0.169905598 0.12836092    -123.007868            1    145.82258
#> 337 -0.426830548 0.06435620    -473.645905            1    360.87876
#> 338  0.437785078 0.07226013    2330.515593            1   2005.64205
#> 339          NaN        NaN             NA            1   1791.28316
#> 340          NaN        NaN             NA            1    309.83852
#> 341 -0.127295975 0.05382736   -1540.039999            1   3007.29884
#> 342  0.308845218 0.01889443   13532.137419            1  31119.84930
#> 343  0.736627156 0.07878144    6889.235405            1  11902.05017
#> 344 -0.232500184 0.10619459    -213.816468            1    395.03138
#> 345 -0.075330973 0.04773042    -520.126696            1   1574.32296
#> 346  0.146462883 0.02983063    2368.675366            1   3890.26092
#> 347          NaN        NaN             NA            2    625.07100
#> 348          NaN        NaN             NA            2    107.38146
#> 349          NaN        NaN             NA            3    641.70765
#> 350 -0.074549812 0.06479213    -935.449644            1   6003.71069
#> 351 -0.006622760 0.03854982     -21.199900            1    750.26957
#> 352 -0.132773665 0.13672634   -1145.527110            1   9106.47611
#> 353          NaN        NaN             NA            1    394.74835
#> 354 -0.005262120 0.03304357     -21.040734            1    709.21120
#> 355          NaN        NaN             NA            3    389.08770
#> 356  0.082399416 0.08760811     202.118697            1    851.22159
#> 357 -0.179535197 0.05820545   -1111.837938            1   2023.76624
#> 358  0.167233002 0.02120053    7160.035129            1  13861.66284
#> 359          NaN        NaN             NA            2    539.38642
#> 360          NaN        NaN             NA            2    301.91361
#> 361 -0.215037018 0.10619459    -198.153104            1    376.44557
#> 362 -0.182342423 0.12959711   -1609.024092            1   5503.33149
#> 363  0.259246543 0.08760811     629.566600            1    929.27019
#> 364 -0.075762852 0.08760811    -185.872476            1    545.11877
#> 365          NaN        NaN             NA            3   1320.39177
#> 366  0.172036111 0.06344302    2152.387846            1   7126.19694
#> 367          NaN        NaN             NA            3    898.81220
#> 368 -0.814711081 0.21177004   -2532.911668            1   1668.05614
#> 369          NaN        NaN             NA            3    845.89144
#> 370          NaN        NaN             NA            3    903.00017
#> 371          NaN        NaN             NA            1    459.09113
#> 372          NaN        NaN             NA            3    377.86073
#> 373          NaN        NaN             NA            3    684.46408
#> 374          NaN        NaN             NA            2    828.30562
#> 375 -0.280168115 0.03135403   -1107.558084            1    361.22865
#> 376 -0.329813253 0.12527171    -232.761623            1    186.09423
#> 377 -0.221215505 0.07095472    -247.489148            1    382.86098
#> 378 -0.803188612 0.09736844   -6782.470181            1   6285.28633
#> 379          NaN        NaN   -9390.012922            1   4917.54623
#> 380  0.033228729 0.02233431     625.841368            1   3979.07522
#> 381          NaN        NaN             NA            3    505.13113
#> 382  0.142902234 0.04572461     417.690270            1   1281.14422
#> 383          NaN        NaN             NA            1   5557.00913
#> 384          NaN        NaN             NA            1   1683.22577
#> 385          NaN        NaN             NA            1    357.01065
#> 386 -0.292866817 0.04244903   -8806.330608            1  47349.56108
#> 387 -0.065455910 0.01892947   -2997.231638            1  12912.95318
#> 388          NaN        NaN    2058.918620            2   1304.66494
#> 389  0.035853886 0.07296704      83.404939            1    939.62175
#> 390 -0.007010214 0.02950990     -29.660968            1    685.60626
#> 391          NaN        NaN             NA            1    364.08647
#> 392          NaN        NaN             NA            1    551.59110
#> 393          NaN        NaN             NA            2   1938.27132
#> 394  0.045071287 0.03587615    1501.630220            1  -2944.75711
#> 395  0.057700794 0.02270210    1076.702034            1   2986.57550
#> 396          NaN        NaN             NA            2   1033.95356
#> 397 -0.054157825 0.10619459     -50.469953            1    366.06770
#> 398 -0.232500184 0.10619459    -213.816468            1    402.39024
#> 399 -0.167122272 0.16417758    -107.386514            1    231.24729
#> 400          NaN        NaN             NA            1    343.14204
#> 401 -0.387141829 0.06483818   -4510.484481            1   8169.43059
#> 402 -0.111355127 0.04046479   -1553.614165            1   2216.85164
#> 403 -0.031022707 0.03206132    -125.873657            1   1020.26344
#> 404 -0.275281223 0.05023868    -872.763587            1   1240.70315
#> 405  0.074947503 0.03256717     301.058372            1    861.50116
#> 406  0.191027798 0.08760811     466.259581            1    970.00775
#> 407 -0.155066071 0.05206594   -1017.326609            1   1737.07452
#> 408 -0.145762180 0.04249839   -1057.462897            1   2098.64294
#> 409 -0.075762852 0.08760811    -185.872476            1    620.12158
#> 410          NaN        NaN    5409.646554            2   1593.72866
#> 411          NaN        NaN             NA            1   5342.23632
#> 412  1.515335063 0.63468099    5805.987539            1   7567.00719
#> 413          NaN        NaN             NA            1   1743.66513
#> 414          NaN        NaN   10673.058356            1  12561.47533
#> 415 -0.075762852 0.08760811    -185.872476            1    513.51861
#> 416 -0.065024482 0.08760811    -159.567990            1    552.73327
#> 417 -0.107628410 0.02944219    -453.140258            1    545.49950
#> 418 -0.073823130 0.02941320    -311.971209            1    614.02998
#> 419          NaN        NaN             NA            1   1802.24837
#> 420 -0.551649658 0.06089928   -3056.767875            1   1930.76535
#> 421  0.236874577 0.04612492    1623.950004            1   1690.94022
#> 422  0.130435441 0.03415909     509.035353            1    653.24464
#> 423 -0.021091268 0.07210397     -57.086347            1    585.09489
#> 424 -0.007952176 0.03096763     -32.844859            1    532.17413
#> 425          NaN        NaN             NA            2   1263.92737
#> 426          NaN        NaN             NA            2  -3841.93716
#> 427          NaN        NaN             NA            3   1607.27603
#> 428          NaN        NaN             NA            2   7448.90526
#>         yImputed       BrStud      Bdffits       Bhii BleaveOutResid
#> 1     2792.00000 -1.803644064 -0.243000830 0.01782795  -14508.329295
#> 2    11319.00000 -0.851544470 -0.114364585 0.01771760   -7002.991611
#> 3    32854.00000 -0.150473966 -0.020003040 0.01736448   -1245.129175
#> 4    42362.00000 -1.102649897 -0.155159543 0.01941630   -9036.202571
#> 5     3278.00000  0.845395433  0.231215954 0.06959646    1343.134344
#> 6      853.00000  0.951478555  0.175641589 0.03295368     479.525756
#> 7     1531.00000  0.696946145  0.165029213 0.05309222     692.410342
#> 8      103.00000 -0.156149649 -0.058880086 0.12448536     -62.501548
#> 9     2226.00000 -0.062404605 -0.019808107 0.09152996     -90.490856
#> 10    2512.00000  0.091128541  0.016887759 0.03320250     278.490779
#> 11    6721.00000 -0.048967855 -0.013160761 0.06736750    -195.602610
#> 12   10538.00000  6.073534242          NaN        NaN    8439.880725
#> 13       0.00000 -1.295483623 -0.203815181 0.02415408   -1127.753567
#> 14     474.00000 -1.195302510 -0.167384734 0.01923278   -3575.318759
#> 15    1507.00000 -0.027306369 -0.007945510 0.07805831     -85.259258
#> 16    5491.00000 -0.093103545 -0.021465219 0.05047150    -286.403174
#> 17     331.00000 -0.580435607 -0.303888012 0.21513614    -636.108487
#> 18     811.00000 -0.016103168 -0.009358974 0.25249290     -18.261481
#> 19    9867.00000  1.223205301  0.329019218 0.06746941    3696.504983
#> 20   22914.00000  0.750625738  0.101188488 0.01784818    6182.435196
#> 21    9635.00000  0.732655991  0.260053807 0.11189039    2307.955354
#> 22    7751.00000  0.218817658  0.059381227 0.06859201     873.598931
#> 23   10648.00000  1.174823088  0.398944480 0.10339107    3628.109150
#> 24   14146.00000 -0.030407119 -0.004131182 0.01812403    -251.757229
#> 25   97383.00000  1.990394304  0.346207521 0.02936636   16008.349484
#> 26   53067.00000  1.925881089  0.257803870 0.01760381   15429.566260
#> 27       0.00000 -2.242635178 -0.545646056 0.05588918   -6353.160903
#> 28    4400.00000 -0.840469753 -0.246959187 0.07947690   -2592.578844
#> 29    1353.00000 -0.791369412 -0.150873853 0.03507230   -2387.745194
#> 30   11010.00000  1.533864986  0.449752840 0.07916872    4596.105224
#> 31    2809.00000 -0.200078326 -0.039384495 0.03730270    -610.898094
#> 32   23871.00000  0.334597905  0.044639735 0.01748778    2766.631510
#> 33   41227.00000  1.077395883  0.142969834 0.01730443    8824.075833
#> 34    9878.00000 -0.213860420 -0.029360459 0.01849931   -1770.285290
#> 35     400.00000 -0.229412235 -0.075811837 0.09845306    -723.660481
#> 36   23717.00000  0.505660537  0.067677872 0.01759805    4175.860024
#> 37     112.00000 -2.648121214          NaN        NaN   -8396.825809
#> 38   13445.00000  0.142249519  0.019476876 0.01840223    1177.722027
#> 39    4830.00000  0.241988627  0.044947079 0.03334900     737.097556
#> 40    1245.00000  0.408446291  0.064773123 0.02453199     361.057338
#> 41  455113.00000 -1.488071490 -3.147727418 0.81733565  -28006.857329
#> 42   10354.00000  0.699924685  0.250696902 0.11370362    2831.914391
#> 43   23153.00000  0.792944266  0.106924376 0.01785839    6527.184782
#> 44    7146.00000 -1.512470122 -0.202625657 0.01763152  -12267.029276
#> 45    3649.00000  0.679684523  0.192173689 0.07402404    2099.707846
#> 46     616.00000 -1.215165749 -1.124991761 0.46152383   -2190.179240
#> 47    2657.00000  0.260400915  0.085058123 0.09640918     377.863093
#> 48    2904.00000  0.359618137  0.097796648 0.06886188    1114.633870
#> 49    1440.00000 -0.373061446 -0.064284266 0.02883640   -1136.002383
#> 50    1537.00000  0.240190444  0.067307190 0.07280832     218.022462
#> 51    1500.00000 -0.680887918 -0.098003965 0.02029694   -2057.522055
#> 52     801.57418 -0.345840927          NaN        NaN    -303.070856
#> 53    7919.00000 -0.296388470 -0.040910511 0.01869609   -2452.740694
#> 54      10.00000 -0.958329232 -0.154913693 0.02546522   -2890.312225
#> 55       0.00000 -1.510965955 -0.350869640 0.05116499   -1326.039232
#> 56     309.00000 -0.617460909 -0.111148514 0.03138622    -546.558816
#> 57     742.00000 -0.554445409 -0.201222765 0.11638564    -910.874819
#> 58     409.00000 -0.373140157 -0.065148253 0.02958153    -246.589719
#> 59     569.00000  0.325329512  0.074176611 0.04941708     167.628991
#> 60    1909.00000 -0.771059693 -0.246029350 0.09240393   -3451.757571
#> 61     830.00000  0.036764266  0.007327150 0.03820336      32.784161
#> 62       0.00000 -0.732363727 -0.232925047 0.09186098    -668.455435
#> 63    1828.00000  2.660085130          NaN        NaN    1386.645586
#> 64   20635.00000  0.711632800  0.096525128 0.01806556    5864.933460
#> 65    7666.00000 -1.130707899 -0.152464662 0.01785715   -9253.623625
#> 66    1256.00000  0.458448428  0.077984942 0.02812238     405.827129
#> 67     742.00000  0.626776777  0.248296152 0.13564569     337.020942
#> 68    3199.00000  1.097509045  0.337677794 0.08647839    1743.807113
#> 69    1598.41840 -0.021353618          NaN        NaN     -33.755505
#> 70    1721.00000  0.742484572  0.112843292 0.02257664     653.134246
#> 71    7149.00000  0.491485186  0.153507070 0.08888139    2221.227654
#> 72    4099.00000  0.579674720  0.103613898 0.03096056    1763.561329
#> 73       0.00000 -1.129548887 -0.160321017 0.01974735    -985.008569
#> 74    1576.00000  0.365031454  0.086403867 0.05305549     327.615256
#> 75    1535.00000 -0.073551783 -0.015419783 0.04210076    -225.824095
#> 76    5721.00000  1.063414688  0.180572832 0.02802556    3204.658060
#> 77     824.00000 -0.940625786 -0.427434208 0.17115125   -1390.233581
#> 78    1803.00000 -0.961559682 -0.181853823 0.03453266   -2884.902842
#> 79    3715.00000  0.889551612  0.283186724 0.09201952    2758.643923
#> 80    1433.00000 -0.351275148 -0.083088420 0.05298385   -1079.726879
#> 81    3384.00000  1.097523914  0.421698746 0.12863954    1567.290492
#> 82    1961.00000 -0.251897135 -0.075690848 0.08281294    -362.853259
#> 83     445.00000 -0.865027926 -0.135114814 0.02381646   -2611.165405
#> 84       0.00000 -1.103655726 -0.160326374 0.02066680    -963.434658
#> 85    1097.00000  0.693372151  0.120148685 0.02915123     455.903325
#> 86    5303.00000  0.858046837  0.140197518 0.02600258    2593.310981
#> 87     801.00000  0.072484246  0.016819541 0.05109337      65.072036
#> 88       0.00000 -1.147522963 -0.161328780 0.01938210   -1000.089258
#> 89     140.00000 -0.971180382 -0.160130523 0.02646667    -633.570308
#> 90   56116.00000  1.599254339  0.217544620 0.01816766   12943.969192
#> 91       0.00000 -1.844149621 -0.250415875 0.01810492  -14817.463923
#> 92   15997.00000 -0.063983553 -0.008633602 0.01788179    -529.674372
#> 93    2624.00000 -0.148100355 -0.059103672 0.13738348    -614.812831
#> 94    1145.00000  1.672219809  0.348258553 0.04156975     820.985372
#> 95    1726.00000  0.812563523  0.114936340 0.01961537     712.916089
#> 96    2957.00000  2.045430685  0.517374635 0.06013225    1771.110256
#> 97    1291.00000  0.577333866  0.115336059 0.03837785     513.143094
#> 98     690.00000 -0.940625973 -0.285566786 0.08439018   -1501.685042
#> 99    1208.00000 -0.548653162 -0.148966635 0.06865804    -878.066352
#> 100    106.00000 -1.101331352 -0.158832511 0.02037523    -961.311573
#> 101    260.00000 -0.716473290 -0.249730825 0.10832993    -732.948729
#> 102   3835.00000  1.510534866  0.588445594 0.13176193    2096.327194
#> 103   7781.00000  0.211011929  0.068108254 0.09435078     664.208625
#> 104   5406.00000 -0.907305955 -0.124018879 0.01834124   -7457.377015
#> 105  20942.00000  0.904374515  0.123196802 0.01821868    7433.172408
#> 106   4783.00000 -0.725573216 -0.100011304 0.01864498   -5980.509445
#> 107     16.00000 -0.913206240 -0.206965501 0.04885456   -2764.873183
#> 108   1216.00000  0.334091612  0.092816800 0.07165269     338.863586
#> 109    304.00000 -0.596811209 -0.100184304 0.02740670    -392.750990
#> 110   1873.00000  1.231279779  0.379288386 0.08666718     822.770978
#> 111   2934.00000 -1.471183281 -0.199691603 0.01809078  -11947.811319
#> 112   2043.00000 -0.439447250 -0.087362788 0.03801944   -1338.478291
#> 113  29885.00000  0.562520642  0.074616954 0.01729111    4642.147596
#> 114  20503.00000 -0.906940222 -0.120139516 0.01724486   -7450.255988
#> 115  14068.00000 -1.555045454 -0.206106413 0.01726370  -12595.630777
#> 116    781.00000 -0.145827982 -0.046566405 0.09253259    -458.764392
#> 117   2501.00000  0.245853906  0.058360302 0.05334254     348.624662
#> 118   2201.00000  1.454821601  0.206153974 0.01968474    1258.143307
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#> 352   8888.00000 -0.053763786 -0.020465365 0.12655896    -250.132631
#> 353     22.00000 -0.761710227 -0.146469105 0.03565694    -386.530859
#> 354   1127.00000  0.653141699  0.108065490 0.02664588     429.225901
#> 355    389.08770           NA          NaN        NaN             NA
#> 356    354.00000 -0.781327358 -0.141142006 0.03160100    -513.447027
#> 357   1770.00000 -0.169303171 -0.045705700 0.06792963    -272.260813
#> 358  20207.00000  0.784912708  0.106839686 0.01819071    6462.901924
#> 359    538.02910 -0.003591555          NaN        NaN      -1.357324
#> 360    848.90713  1.026118277          NaN        NaN     546.993524
#> 361     14.00000 -0.738655858 -0.133343777 0.03155978    -374.257038
#> 362   2027.00000 -0.851104089 -0.242575756 0.07512948   -3758.722334
#> 363    744.00000 -0.290439089 -0.060325091 0.04135643    -193.262851
#> 364      0.00000 -0.862611729 -0.179458886 0.04148564    -568.712163
#> 365   1320.39177           NA          NaN        NaN             NA
#> 366   8214.00000  0.258234429  0.063733457 0.05741523    1154.063900
#> 367    898.81220           NA          NaN        NaN             NA
#> 368   2327.00000  0.439700392  0.113400415 0.06236614     702.773104
#> 369    845.89144           NA          NaN        NaN             NA
#> 370    903.00017           NA          NaN        NaN             NA
#> 371   1529.00000  2.573949999  1.131828531 0.16202816    1276.783789
#> 372    377.86073           NA          NaN        NaN             NA
#> 373    684.46408           NA          NaN        NaN             NA
#> 374    636.93584 -0.217485956          NaN        NaN    -191.369773
#> 375     22.00000 -0.545776990 -0.165613652 0.08431555    -370.464572
#> 376      0.00000 -0.535162480 -0.190939566 0.11292287    -209.783594
#> 377    147.00000 -0.478051206 -0.086059042 0.03139013    -243.504616
#> 378   1959.00000 -1.505091426 -0.318196213 0.04278332   -4519.652058
#> 379   2793.00000 -0.719020615 -0.110368625 0.02301943   -2174.604380
#> 380   4907.00000  0.312104589  0.043706047 0.01923307     946.121605
#> 381    505.13113           NA          NaN        NaN             NA
#> 382   2105.00000  0.979568557  0.240969837 0.05706099     873.710566
#> 383   9559.00000  1.378234564  0.243031378 0.03015644    4126.429294
#> 384   3177.00000  0.509601414  0.108683246 0.04350572    1561.717884
#> 385      0.00000 -0.731655093 -0.154433778 0.04265221    -372.916356
#> 386  31866.00000 -1.971350586 -0.272370963 0.01873189  -15779.134057
#> 387  15689.00000  0.341871725  0.046697087 0.01831576    2827.840888
#> 388   4104.00000  4.044628386          NaN        NaN    2799.335065
#> 389   2090.00000  1.353980224  0.197712310 0.02087756    1174.907456
#> 390    891.00000  0.319752506  0.053691831 0.02742285     211.185037
#> 391      0.00000 -0.744106717 -0.145388967 0.03677235    -377.985899
#> 392      0.00000 -0.872609063 -0.179236994 0.04048263    -574.863063
#> 393   3766.93177  1.173934400          NaN        NaN    1828.660444
#> 394   3622.00000  0.814036515  0.120812368 0.02155128    6711.396298
#> 395   5510.00000  0.856256149  0.133939030 0.02388407    2585.168843
#> 396   1854.80849  0.938869055          NaN        NaN     820.854933
#> 397    146.00000 -0.446769775 -0.085717810 0.03550382    -228.168554
#> 398      0.00000 -0.826231242 -0.172012610 0.04154228    -419.830971
#> 399      0.00000 -0.665170274 -0.219803668 0.09844557    -256.498421
#> 400    225.00000 -0.242401893 -0.061400598 0.06029284    -125.722192
#> 401   1766.00000 -1.673764712 -0.498267223 0.08140652   -6970.907938
#> 402    712.00000 -0.510753196 -0.095261274 0.03361707   -1557.200145
#> 403    997.00000 -0.036766242 -0.009208485 0.05902756     -24.722764
#> 404    591.00000 -1.085648590 -0.419563220 0.12994589    -746.738787
#> 405   1061.00000  0.311382052  0.057161514 0.03260064     206.221803
#> 406    595.00000 -0.592298810 -0.133621263 0.04842954    -394.093523
#> 407    629.00000 -0.737255545 -0.158736107 0.04430324   -1159.441533
#> 408    969.00000 -0.775482376 -0.258912291 0.10029133   -1255.565241
#> 409      0.00000 -0.979395732 -0.177976872 0.03196693    -640.599578
#> 410   8367.00000  4.251808201          NaN        NaN    6773.271341
#> 411   1913.00000 -0.841611700 -0.249092827 0.08054343   -3729.633832
#> 412  17871.00000  3.162197487  0.828082612 0.06417474   11010.594875
#> 413   1708.00000 -0.023470511 -0.004978743 0.04306047     -37.269996
#> 414  14343.00000  0.577798233  0.561906949 0.48605938    3466.401769
#> 415      0.00000 -0.813970876 -0.180511995 0.04687531    -538.773793
#> 416     24.00000 -0.835633792 -0.171258582 0.04030919    -550.941264
#> 417    530.00000 -0.024269663 -0.005045286 0.04142569     -16.169322
#> 418    653.00000  0.060743349  0.011145129 0.03256815      40.281930
#> 419   2742.00000  0.620609144  0.119424345 0.03570740     974.550287
#> 420      0.00000 -1.311806523 -0.277521024 0.04283880   -2017.178868
#> 421   4038.00000  1.632263344  0.395127743 0.05535577    2484.596526
#> 422   1667.00000  1.636601118  0.283985374 0.02922959    1044.279216
#> 423   1569.00000  1.590710464  0.306685888 0.03583892    1020.477941
#> 424   1048.00000  0.816267391  0.174272037 0.04359458     539.338094
#> 425   1394.91053  0.190759528          NaN        NaN     130.983157
#> 426    -90.48924  0.456446856          NaN        NaN    3751.447917
#> 427   1607.27603           NA          NaN        NaN             NA
#> 428  19083.00000  2.681453724          NaN        NaN   11634.094736
#> 
#> $aggregates
#>    strata  N AnImputed AestimateYHat AestimateOrig      Acoef    AcoefB AnModel
#> 1      13 63         1            NA       2033686 -604.03385 1.2838615      53
#> 2       3 35         2            NA         80875  131.05769 0.7228378      24
#> 3       5 40         4            NA         13997  191.11032 0.3716366      19
#> 4       1 21         0            NA         21086   86.89588 0.7871245      15
#> 5       4 15         2            NA          6011   89.75606 0.3557723      10
#> 6      10 21         0            NA         57945  759.86685 0.5753252      19
#> 7      11 53         0            NA        219433 1098.26069 0.6136038      45
#> 8       8 23         0            NA        150654 3872.62269 0.3875788      19
#> 9       2 60         4            NA         61014  208.42510 0.4510639      41
#> 10      7 31         0            NA        125085  274.05591 0.8964384      26
#> 11      6 47         2            NA         38599  169.58854 0.5001314      34
#> 12     12 19         0            NA        140472 1747.09734 0.7258755      16
#>    AsigmaHat AseEstimate AseRobust BnImputed    estimate BestimateYHat
#> 1  6251.7673   6377.2954 5432.4988         0 2033595.511   1970543.017
#> 2  1477.7436   2196.4887 2773.5269         1   87847.626     64097.492
#> 3   294.8446    655.5807  905.9828         3   18440.983     15267.550
#> 4   611.7164      0.0000    0.0000         0   21086.000     18496.453
#> 5   246.0045    381.9351  429.2043         0    6678.632      5430.122
#> 6  1326.4614      0.0000    0.0000         0   57945.000     45632.163
#> 7  2783.4087      0.0000    0.0000         0  219433.000    210240.422
#> 8  3812.4591      0.0000    0.0000         0  150654.000    133413.188
#> 9   620.3999   1307.2285 1356.9134         2   66477.843     59673.410
#> 10 2292.5763      0.0000    0.0000         0  125085.000    133481.826
#> 11  715.4102   1043.7625  919.4276         4   43495.667     35654.587
#> 12 3087.2976      0.0000    0.0000         0  140472.000    128837.905
#>    BestimateOrig       Bcoef      BcoefB BnModel BsigmaHat BseEstimate
#> 1    2033595.511 -4518.88103  0.70588517      58 8130.6633      0.0000
#> 2      86240.350  1202.50248  0.18307262      29 1524.3632   1588.4897
#> 3      17168.903   256.81705  0.09434425      32  494.8233    944.5672
#> 4      21086.000   978.64101 -0.02861212      20  952.8485      0.0000
#> 5       6678.632   -47.29828  0.30508825      12  355.7871      0.0000
#> 6      57945.000  2493.65434 -0.03470824      19 1341.0091      0.0000
#> 7     219433.000 -2002.56734  0.74011910      52 2974.9111      0.0000
#> 8     150654.000   287.03211  0.42372035      22 3760.1749      0.0000
#> 9      64515.744   241.65814  0.22951779      52  865.7626   1247.8716
#> 10    125085.000 -2208.09044  0.51565781      30 2944.0026      0.0000
#> 11     40163.499   151.44923  0.38072489      38  643.1724   1361.4486
#> 12    140472.000  2151.41245  0.51799089      18 4210.4138      0.0000
#>    BseRobust nImputed  seRobust seEstimate       cv
#> 1      0.000        1 5432.4988  6377.2954 0.313597
#> 2   1493.202        3 3149.9372  2710.6941 3.085677
#> 3   1172.830        7 1482.0037  1149.7797 6.234915
#> 4      0.000        0    0.0000     0.0000 0.000000
#> 5      0.000        2  429.2043   381.9351 5.718763
#> 6      0.000        0    0.0000     0.0000 0.000000
#> 7      0.000        0    0.0000     0.0000 0.000000
#> 8      0.000        0    0.0000     0.0000 0.000000
#> 9   1267.261        6 1856.6539  1807.2160 2.718524
#> 10     0.000        0    0.0000     0.0000 0.000000
#> 11  1661.587        6 1899.0042  1715.5123 3.944099
#> 12     0.000        0    0.0000     0.0000 0.000000
#> 
#> $total
#>   Ntotal nImputedTotal AnImputedTotal BnImputedTotal estimateTotal   cvTotal
#> 1    428            25             15             10       2971211 0.2511731
#> 
ImputeRegression2(w, strataName = names(w)[2],x1Name = names(w)[4], method1="ratio") # x1=x2 and no imputation in round 2
#> $micro
#>       id     x1     x2      y strata Acategory123        AyHat       ArStud
#> 1    101  30544  30544   2792     13            1  18508.52576 -1.866836238
#> 2    104  32182  32182  11319     13            1  19501.09272 -0.926638518
#> 3    105  54678  54678  32854     13            1  33132.83040 -0.024140454
#> 4    106  78967  78967  42362     13            1  47851.05926 -0.397621001
#> 5    111   4511   4511   3278      3            1   2586.87759  0.357803073
#> 6    118   1404   1404    853      5            1    412.01137  0.910601411
#> 7    119   3610   3610   1531      1            1    934.16598  0.603405780
#> 8    121    672    672    103      4            1    209.27495 -0.370447412
#> 9    122   5343   5343   2226     10            1   1386.87240  0.641508673
#> 10   123   5736   5736   2512     11            1   2829.39052 -0.130154158
#> 11   124  15615  15615   6721      8            1   6968.96516 -0.060857215
#> 12   125  11396  11396  10538     10            2   2958.03815  3.853000435
#> 13   127   3742   3742      0      2            1   1133.05863 -1.227867094
#> 14   128   8084   8084    474     11            1   3987.58594 -1.235349648
#> 15   135   7357   7357   1507      7            1   2349.96334 -0.377809874
#> 16   136  15458  15458   5491      7            1   4937.57420  0.172616216
#> 17   137   5186   5186    331      1            1   1341.99025 -0.872451561
#> 18   138   5382   5382    811      1            1   1392.70951 -0.486576801
#> 19   211  16732  16732   9867      7            1   5344.51361  1.402719513
#> 20   213  30261  30261  22914     13            1  18337.03831  0.531756536
#> 21   214  18992  18992   9635      7            1   6066.39987  1.026571606
#> 22   215  15695  15695   7751      8            1   7004.66911  0.182865388
#> 23   216  18623  18623  10648      7            1   5948.53437  1.383956233
#> 24   217  26792  26792  14146     13            1  16234.95358 -0.257301421
#> 25   219 122348 122348  97383     13            1  74138.32865  1.383303274
#> 26   220  60106  60106  53067     13            1  36421.99612  1.398743408
#> 27   221  15914  15914      0      7            1   5083.22912 -1.633022184
#> 28   226  17443  17443   4400      7            1   5571.62031 -0.345456109
#> 29   227  11374  11374   1353      7            1   3633.06824 -0.834005464
#> 30   228  17426  17426  11010      7            1   5566.19019  1.678630517
#> 31   229  10870  10870   2809      7            1   3472.08122 -0.245270412
#> 32   230  36368  36368  23871     13            1  22037.65273  0.194085473
#> 33   231  52522  52522  41227     13            1  31826.37475  0.835088255
#> 34   233  22857  22857   9878     13            1  13850.49022 -0.530378110
#> 35   234   6323   6323    400      7            1   2019.68441 -0.788386110
#> 36   235  34189  34189  23717     13            1  20717.25993  0.327604369
#> 37   236  20783  20783    112      7            1   6638.47875 -1.870854719
#> 38   237  23811  23811  13445     13            1  14428.57867 -0.128390580
#> 39   238  12267  12267   4830      7            1   3918.30914  0.318256273
#> 40   239   2837   2837   1245      2            1    859.02922  0.473070784
#> 41   301 658390 658390 455113     13            1 398959.80481  1.605283834
#> 42   402  17835  17835  10354      8            1   7959.74983  0.556356896
#> 43   403  30120  30120  23153     13            1  18251.59757  0.570979982
#> 44   412  33597  33597   7146     13            1  20358.52999 -1.481373642
#> 45   415   7588   7588   3649      7            1   2423.74906  0.542290114
#> 46   417  20119  20119    616     10            1   5222.25075 -2.088989370
#> 47   418   5131   5131   2657     10            1   1331.84396  1.052529301
#> 48   419   7901   7901   2904      7            1   2523.72711  0.164252768
#> 49   420   6142   6142   1440     11            1   3029.65770 -0.632684675
#> 50   423   4763   4763   1537      2            1   1442.21226  0.089985541
#> 51   425   7456   7456   1500     11            1   3677.81306 -0.789684690
#> 52   426   3760   3760     NA      2            3   1138.50894           NA
#> 53   427  21030  21030   7919     13            1  12743.39631 -0.672291778
#> 54   428   6525   6525     10     11            1   3218.57969 -1.253870265
#> 55   429   4429   4429      0      2            1   1341.07875 -1.342396895
#> 56   430   2600   2600    309      2            1    787.26682 -0.612823142
#> 57   432   1881   1881    742      3            1   1078.67806 -0.266203250
#> 58   434   1305   1305    409      6            1    681.48091 -0.441279901
#> 59   436   1620   1620    569      5            1    475.39774  0.178051559
#> 60   437   5580   5580   1909     12            1   4615.89146 -0.683226127
#> 61   438   2426   2426    830      2            1    734.58050  0.126056077
#> 62   439   1592   1592      0      2            1    482.04953 -0.788934721
#> 63   441   1956   1956   1828      5            1    573.99875  2.374408823
#> 64   501  27476  27476  20635     13            1  16649.43210  0.485525812
#> 65   502  30137  30137   7666     13            1  18261.89893 -1.246936824
#> 66   511   2701   2701   1256      2            1    817.84911  0.550592857
#> 67   512   2055   2055    742      5            1    603.05084  0.236004877
#> 68   513   2204   2204   3199      3            1   1263.90561  1.467250713
#> 69   514   2347   2347     NA      3            3   1345.91037           NA
#> 70   515   3664   3664   1721      2            1   1109.44063  0.662610594
#> 71   516   5741   5741   7149     12            1   4749.07399  0.595565689
#> 72   517   5935   5935   4099     11            1   2927.55103  0.473350576
#> 73   519   3154   3154      0      2            1    955.01521 -1.122599533
#> 74   520   4462   4462   1576      2            1   1351.07098  0.220508726
#> 75   521   5072   5072   1535     11            1   2501.85995 -0.421982857
#> 76   522   6227   6227   5721     11            1   3071.58556  1.054727595
#> 77   528  14906  14906    824     10            1   3869.12221 -1.503142959
#> 78   529  13180  13180   1803      7            1   4209.93841 -0.819489142
#> 79   532   6629   6629   3715      7            1   2117.42653  0.759185647
#> 80   533   9044   9044   1433      7            1   2888.82268 -0.591888610
#> 81   534  13695  13695   3384     10            1   3554.78523 -0.082620564
#> 82   536   5758   5758   1961     10            1   1494.59316  0.341110840
#> 83   538   6751   6751    445     11            1   3330.05847 -1.104929247
#> 84   540   3058   3058      0      2            1    925.94690 -1.104636540
#> 85   541   1321   1321   1097      6            1    689.83623  0.657569797
#> 86   542   6458   6458   5303     11            1   3185.53068  0.824465571
#> 87   543   2168   2168    801      2            1    656.45941  0.201887327
#> 88   544   3220   3220      0      2            1    974.99968 -1.134811832
#> 89   545   1590   1590    140      6            1    830.31008 -1.026883584
#> 90   602  67895  67895  56116     13            1  41141.83986  1.179934999
#> 91   604  27013  27013      0     13            1  16368.87135 -2.080387879
#> 92   605  29801  29801  15997     13            1  18058.29545 -0.240840462
#> 93   612   6767   6767   2624      8            1   3020.10805 -0.145324897
#> 94   615   1074   1074   1145      5            1    315.17109  2.056251421
#> 95   616   3422   3422   1726      2            1   1036.16426  0.774067003
#> 96   617   4578   4578   2957      2            1   1386.19520  1.556480203
#> 97   618   2422   2422   1291      2            1    733.36932  0.741191387
#> 98   619   4711   4711    690      3            1   2701.56957 -1.037122430
#> 99   620   4497   4497   1208      3            1   2578.84915 -0.715596848
#> 100  621   3512   3512    106      2            1   1063.41580 -1.066372750
#> 101  622   2275   2275    260      1            1    588.70571 -0.412252530
#> 102  623  13794  13794   3835     10            1   3580.48247  0.122749035
#> 103  624  18205  18205   7781      7            1   5815.01735  0.569995027
#> 104  625  24431  24431   5406     13            1  14804.27557 -1.226692650
#> 105  626  25731  25731  20942     13            1  15592.02712  0.674545238
#> 106  627  21492  21492   4783     13            1  13023.35109 -1.144293820
#> 107  628   9413   9413     16      7            1   3006.68818 -1.215077130
#> 108  631   2699   2699   1216      1            1    698.42493  0.600988040
#> 109  632   1404   1404    304      6            1    733.17946 -0.672973434
#> 110  633   2548   2548   1873      6            1   1330.58495  0.637048832
#> 111  701  27178  27178   2934     13            1  16468.85520 -1.694877011
#> 112  702  10741  10741   2043      7            1   3430.87621 -0.518202516
#> 113  704  42276  42276  29885     13            1  25617.68057  0.419920083
#> 114  706  45820  45820  20503     13            1  27765.21250 -0.688602224
#> 115  709  43867  43867  14068     13            1  26581.76728 -1.222819065
#> 116  711   6604   6604    781      7            1   2109.44107 -0.630549697
#> 117  713   9297   9297   2501     10            1   2413.20469  0.050884685
#> 118  714   3163   3163   2201      2            1    957.74037  1.472241217
#> 119  716   9361   9361   3876      8            1   4177.80870 -0.094566402
#> 120  719   5937   5937   1232     10            1   1541.05585 -0.222298179
#> 121  720  11657  11657   2907      7            1   3723.46373 -0.292061168
#> 122  722  21621  21621   7164     13            1  13101.52028 -0.817612481
#> 123  723   4971   4971   1143      1            1   1286.35432 -0.123613384
#> 124  728   2474   2474      0      1            1    640.20129 -0.780353101
#> 125  805  35955  35955  12781     13            1  21787.39012 -0.966218510
#> 126  806  53952  53952  72675     13            2  32692.90146  3.451737430
#> 127  807  12717  12717   9812     11            1   6272.90084  0.992442588
#> 128  811   2335   2335    106      1            1    604.23201 -0.620707561
#> 129  814  14088  14088   6103      8            1   6287.46597 -0.047524351
#> 130  815  10607  10607   4926     11            1   5232.10342 -0.092845606
#> 131  817   4136   4136   1600      2            1   1252.35984  0.353910596
#> 132  819   6534   6534   2033     11            1   3223.01911 -0.458550944
#> 133  821   6101   6101    265     11            1   3009.43367 -1.104777825
#> 134  822   4338   4338    447      1            1   1122.55181 -0.627016110
#> 135  826   5940   5940   3801     12            1   4913.69091 -0.269408625
#> 136  827   1613   1613      0      5            1    473.34355 -0.914277623
#> 137  828   2991   2991   1015      2            1    905.65964  0.130309477
#> 138  829   2448   2448   2806      2            1    741.24199  2.940577746
#> 139  830   1443   1443    377      5            1    423.45613 -0.093398412
#> 140  831   1323   1323   1587      6            1    690.88065  1.479717030
#> 141  833   2246   2246   2287      3            1   1287.99093  0.730080615
#> 142  834   3727   3727      0      3            1   2137.28503 -1.242782986
#> 143  901   6920   6920   2037     11            1   3413.42092 -0.515899250
#> 144  904  22550  22550   8696     13            1  13664.45966 -0.668768727
#> 145  906  44313  44313  23978     13            1  26852.02666 -0.276095238
#> 146  911   2473   2473      0      2            1    748.81187 -0.989312843
#> 147  912   2036   2036   2438      1            1    526.85926  3.127297790
#> 148  914   6014   6014    370     10            1   1561.04260 -0.867816075
#> 149  919   5618   5618  11348     11            2   2771.18478  3.540664140
#> 150  926  10577  10577   4156     11            1   5217.30535 -0.322661362
#> 151  928   5147   5147    387      2            1   1558.48551 -1.083492024
#> 152  929   1847   1847   1072      6            1    964.51743  0.146634857
#> 153  935   1317   1317     NA      5            3    386.48075           NA
#> 154  937   3582   3582   1088      1            1    926.92037  0.161943184
#> 155  938   1204   1204    784      6            1    628.73795  0.261114809
#> 156  940   1242   1242   3053      6            2    648.58183  3.951750210
#> 157  941    945    945   4103     13            1    572.63478  2.417362881
#> 158 1001  88447  88447  78937     13            1  53595.58598  1.781842685
#> 159 1002  15529  15529  14448      8            1   6930.58341  2.031489412
#> 160 1003   9705   9705  11708     11            1   4787.17485  2.305552854
#> 161 1004   9096   9096   6981     11            1   4486.77408  0.820867449
#> 162 1014  14308  14308   6404      8            1   6385.65184  0.004692273
#> 163 1017   6419   6419   3191     10            1   1666.16768  1.088988926
#> 164 1018  11260  11260   1007      7            1   3596.65451 -0.955360564
#> 165 1021   2290   2290   1879      4            1    713.15422  3.350938608
#> 166 1026    942    942    696      6            1    491.91956  0.387609617
#> 167 1027   1750   1750    455      4            1    544.98685 -0.199953206
#> 168 1029   4943   4943   1512      2            1   1496.71535  0.014250215
#> 169 1032   8497   8497   8749     11            1   4191.30600  1.578380436
#> 170 1034   1702   1702     45      5            1    499.46108 -0.853980949
#> 171 1037   5981   5981    863     12            1   4947.60695 -1.012853023
#> 172 1046   1832   1832    739     13            1   1110.12373 -0.174031038
#> 173 1101  14942  14942   5848     10            1   3878.46666  0.937466342
#> 174 1102  74820  74820  47888     13            1  45338.13180  0.189425736
#> 175 1103 132644 132644 138672     13            2  80377.32096  3.169200539
#> 176 1106  36951  36951  28370     13            1  22390.92901  0.629957058
#> 177 1111   3313   3313      0      1            1    857.31078 -0.914257781
#> 178 1112   3243   3243   5084      2            2    981.96396  4.655509425
#> 179 1114   2825   2825    566      2            1    855.39568 -0.355096098
#> 180 1119  18591  18591      0      7            1   5938.31297 -1.785919925
#> 181 1120  18970  18970   7220      7            1   6059.37265  0.328760611
#> 182 1121  18572  18572   6665      8            1   8288.67249 -0.368669675
#> 183 1122  11853  11853   5484      8            1   5289.98681  0.054266201
#> 184 1124  26096  26096  22687     13            1  15813.20352  0.862772692
#> 185 1127  10737  10737  11144      8            1   4791.91668  2.048934047
#> 186 1129   1238   1238   1386     13            1    750.18187  0.362977535
#> 187 1130  12464  12464   2357      8            1   5562.67574 -0.892584752
#> 188 1133   2737   2737   2196      3            1   1569.55973  0.413056449
#> 189 1134   3903   3903   4214     13            1   2365.07255  0.595871906
#> 190 1135   4710   4710   7117      3            1   2700.99611  2.465087448
#> 191 1141   3221   3221      0      2            1    975.30247 -1.134996030
#> 192 1142   4856   4856   1491      2            1   1470.37219  0.019398240
#> 193 1144    524    524    178      4            1    163.18463  0.057841275
#> 194 1145    865    865     15      5            1    253.83892 -0.619790984
#> 195 1146  10925  10925   5125     12            1   9037.38605 -0.718522948
#> 196 1149  42187  42187  13044     13            1  25563.74988 -1.247819244
#> 197 1151    200    200    563      4            2     62.28421  3.249518714
#> 198 1160   8788   8788   2689     11            1   4334.84726 -0.548835791
#> 199 1201 277391 277391 205308     13            1 168088.60891  1.517093704
#> 200 1211   4106   4106    674      1            1   1062.51677 -0.367387117
#> 201 1216   5593   5593   1531     11            1   2758.85306 -0.511064671
#> 202 1219  11778  11778    262     11            1   5809.72132 -1.641527633
#> 203 1221  18775  18775   6421      8            1   8379.27127 -0.443068006
#> 204 1222   3140   3140      0      3            1   1800.66407 -1.132384453
#> 205 1223   2797   2797    169      2            1    846.91742 -0.840734595
#> 206 1224  13271  13271    829     11            1   6546.17182 -1.594261740
#> 207 1227   1104   1104      0      6            1    576.51719 -1.025009453
#> 208 1228   6930   6930   6358     12            1   5732.63939  0.140390072
#> 209 1231   3401   3401   1092      2            1   1029.80556  0.069587023
#> 210 1232    925    925   1371     13            1    560.51553  0.535967553
#> 211 1233   1116   1116    633      6            1    582.78368  0.087583229
#> 212 1234    920    920     25      5            1    269.97896 -0.616791669
#> 213 1235  14425  14425   8113     11            1   7115.40415  0.260837153
#> 214 1238   8475   8475   5161     11            1   4180.45408  0.332204889
#> 215 1241   3876   3876   1435      2            1   1173.63315  0.274510610
#> 216 1242   2443   2443    572      3            1   1400.96252 -0.579412672
#> 217 1243  19742  19742   2162      8            1   8810.84279 -1.547702905
#> 218 1244   5118   5118   2002      3            1   2934.96775 -0.455475932
#> 219 1245   6975   6975      0      8            1   3112.93833 -1.162112931
#> 220 1246  24870  24870   7228     13            1  15070.29321 -1.010468782
#> 221 1247  28380  28380   9927     13            1  17197.22241 -0.875541327
#> 222 1251   4125   4125   4074      3            1   2365.52207  0.935371342
#> 223 1252    381    381      0     13            1    230.87180 -0.237395153
#> 224 1253   7957   7957    846     10            1   2065.38343 -0.773480650
#> 225 1256   7812   7812      0      8            1   3486.49093 -1.236922734
#> 226 1259   4852   4852   2720      3            1   2782.42741 -0.031145330
#> 227 1260   5077   5077   2169     10            1   1317.82728  0.667665883
#> 228 1263  15607  15607   8647     12            1  12910.43333 -0.663529316
#> 229 1264   2858   2858   4004      2            2    865.38791  3.798627677
#> 230 1265    576    576   1303      5            2    169.03031  3.582095367
#> 231 1266   1701   1701   1542      6            1    888.27512  0.938927395
#> 232 1401  11923  11923  14126     11            1   5881.24532  2.506286486
#> 233 1411   2370   2370      0      5            1    695.48928 -1.126273335
#> 234 1412    785    785    658      5            1    230.36248  1.183093653
#> 235 1413   1395   1395    387      4            1    434.43238 -0.116585007
#> 236 1416   4161   4161  12094      3            2   2386.16663  5.098750334
#> 237 1417   2689   2689      0      3            1   1542.03366 -1.042095688
#> 238 1418   1294   1294   1048      5            1    379.73128  1.465885106
#> 239 1419   2298   2298   2397      2            1    695.82275  2.441587943
#> 240 1420   7839   7839    397      8            1   3498.54101 -1.089738479
#> 241 1421   1764   1764      0     13            1   1068.91826 -0.511830594
#> 242 1422   2172   2172      0      6            1   1134.23490 -1.471696794
#> 243 1424   5359   5359   8456     12            1   4433.07568  1.054366303
#> 244 1426   5093   5093  11700     12            1   4213.03498  2.210997050
#> 245 1428   3023   3023      0      1            1    782.26697 -0.869574927
#> 246 1429   2830   2830   1079      2            1    856.90966  0.272132514
#> 247 1430   2942   2942    285      2            1    890.82269 -0.731650226
#> 248 1431   3020   3020     NA      2            3    914.44069           NA
#> 249 1432  12900  12900   5772      8            1   5757.26228  0.003958826
#> 250 1433   2840   2840     94      2            1    859.93761 -0.944517323
#> 251 1438   3846   3846    758      6            1   2008.41041 -1.226317466
#> 252 1439   6046   6046   1895     11            1   2982.30388 -0.435205959
#> 253 1441   2774   2774      0      1            1    717.83281 -0.829943032
#> 254 1443   6015   6015   3038     11            1   2967.01254  0.028432043
#> 255 1444   1200   1200      0      4            1    373.70527 -1.035109915
#> 256 1445   5784   5784   8526     11            1   2853.06742  2.451683123
#> 257 1449   7168   7168   2281     10            1   1860.58419  0.276378827
#> 258 1502  26732  26732  24205     13            1  16198.59582  0.995088239
#> 259 1504  46747  46747  22851     13            1  28326.93995 -0.513207028
#> 260 1505  24526  24526   7486     13            1  14861.84203 -0.956086289
#> 261 1511   3256   3256   1064      2            1    985.90030  0.089271648
#> 262 1514   2559   2559    405      1            1    662.19688 -0.304136722
#> 263 1515   8972   8972   3423      8            1   4004.19823 -0.185999525
#> 264 1516   8430   8430   5817     11            1   4158.25698  0.564613093
#> 265 1517   5189   5189   1780     10            1   1346.89891  0.333082321
#> 266 1519   9037   9037    932     11            1   4457.67122 -1.172032131
#> 267 1520  10677  10677   3974     10            1   2771.40868  0.660830995
#> 268 1523   2310   2310   3098      1            2    597.76272  3.078913942
#> 269 1524   1652   1652    601      6            1    862.68695 -0.377493901
#> 270 1525   4598   4598    461      2            1   1392.25109 -0.906638275
#> 271 1526   1020   1020     NA      5            3    299.32450           NA
#> 272 1528   7675   7675   3714      7            1   2451.53849  0.555786882
#> 273 1529   4620   4620   3436      1            1   1195.52544  2.264457981
#> 274 1531   8952   8952   2024      7            1   2859.43616 -0.339992330
#> 275 1532   8094   8094   2111     11            1   3992.51863 -0.654042452
#> 276 1534   9200   9200   1115     10            1   2388.02659 -0.753031847
#> 277 1535   6611   6611   2432     11            1   3261.00082 -0.317256317
#> 278 1539   7492   7492   3288     11            1   3695.57074 -0.146558426
#> 279 1543   2970   2970    554      2            1    899.30095 -0.413584315
#> 280 1545   2088   2088      0      4            1    650.24717 -1.472032124
#> 281 1546   1270   1270      0      5            1    372.68835 -0.805489828
#> 282 1547   3518   3518   1770     13            1   2131.77690 -0.122441388
#> 283 1548   9717   9717   1287     10            1   2522.22330 -0.710843385
#> 284 1551   3467   3467   2093      1            1    897.16162  1.273883932
#> 285 1554   5826   5826   1862     11            1   2873.78472 -0.412365389
#> 286 1557   2593   2593   1061      2            1    785.14726  0.353048493
#> 287 1560   3103   3103    980      2            1    939.57267  0.047311665
#> 288 1563   7160   7160   7244     12            1   5922.90015  0.292548122
#> 289 1566   5969   5969   5687     11            1   2944.32217  1.116314061
#> 290 1567   2036   2036      0      2            1    616.49048 -0.894933855
#> 291 1571   1547   1547    958      5            1    453.97550  0.995807318
#> 292 1573   2141   2141   1105      6            1   1118.04646 -0.016567798
#> 293 1576   3536   3536   1765      3            1   2027.75419 -0.152622839
#> 294 1601 187353 187353  77340     13            1 113528.93621 -1.778564616
#> 295 1612   4260   4260   3297      2            1   1289.90641  2.098261489
#> 296 1613    978    978     NA      5            3    286.99938           NA
#> 297 1617   4622   4622     14      3            1   2650.53164 -1.391941041
#> 298 1620   4799   4799   3938      3            1   2752.03404  0.598568409
#> 299 1621   5209   5209   5014      8            1   2324.77358  1.157694904
#> 300 1622   1733   1733   1070      4            1    539.69269  1.273273942
#> 301 1624   6644   6644    388     11            1   3277.27869 -1.115532825
#> 302 1627   4779   4779   2042      2            1   1447.05698  0.565637856
#> 303 1630   3272   3272      2      2            1    990.74502 -1.141987240
#> 304 1632    961    961      0      5            1    282.01063 -0.696245182
#> 305 1633    976    976    564      5            1    286.41247  0.679908207
#> 306 1634   6886   6886   5541     11            1   3396.64977  0.808780533
#> 307 1635   2562   2562   1462      2            1    775.76061  0.889348590
#> 308 1636   3954   3954      0      2            1   1197.25116 -1.264073853
#> 309 1638  11779  11779   7918      7            1   3762.43281  1.535737345
#> 310 1640   5635   5635      0     11            1   2779.57036 -1.165173526
#> 311 1644   2031   2031   1926      2            1    614.97651  1.961797765
#> 312 1648   6298   6298   5310     10            1   1634.75994  3.221647059
#> 313 1653  16096  16096  12273      7            1   5141.36332  2.384857827
#> 314 1657   7755   7755   1835      7            1   2477.09198 -0.280134760
#> 315 1662   6067   6067   2014     11            1   2992.66253 -0.390909759
#> 316 1663  13738  13738  14395      8            1   6131.26118  2.458495648
#> 317 1664   4132   4132   2009      1            1   1069.24483  0.902468012
#> 318 1665    851    851   3413      6            2    444.39866  5.912676700
#> 319 1702  21781  21781   2123     13            1  13198.47432 -1.541508651
#> 320 1703  13010  13010   9687     11            1   6417.42863  0.905331218
#> 321 1711   2523   2523   3978      3            1   1446.83932  1.832066526
#> 322 1714  23308  23308  23850     13            1  14123.77942  1.301540063
#> 323 1717   2631   2631      0      1            1    680.82845 -0.806577210
#> 324 1718   3531   3531   1291      4            1   1099.62776  0.318857570
#> 325 1719  19610  19610  25837      8            2   8751.93127  3.601083763
#> 326 1721  14885  14885   3302      8            1   6643.16660 -0.853788131
#> 327 1724   2527   2527    473      2            1    765.16279 -0.378771502
#> 328 1725   1622   1622      0      5            1    475.98465 -0.916997906
#> 329 1736   2139   2139      0      3            1   1226.63072 -0.923221961
#> 330 1738   1375   1375   1379      5            1    403.50117  2.157266573
#> 331 1739    469    469    297      6            1    244.91536  0.139407884
#> 332 1740    867    867      0      6            1    452.75399 -0.903783541
#> 333 1742   2466   2466   3258      6            1   1287.76393  2.532187647
#> 334 1743   1250   1250      0      5            1    366.81924 -0.798791897
#> 335 1744   3825   3825    331      2            1   1158.19061 -0.880518776
#> 336 1748    633    633     85      4            1    197.12953 -0.402744711
#> 337 1749   1103   1103    405      5            1    323.68130  0.186320965
#> 338 1750   4387   4387   5225      3            1   2515.76856  1.472029314
#> 339 1751   5126   5126    607     11            1   2528.49648 -0.838610479
#> 340 1755    562    562      0      5            1    164.92193 -0.528151844
#> 341 1756   6769   6769    132     11            1   3338.93731 -1.230090320
#> 342 1804  50488  50488  32268     13            1  30593.84654  0.150760567
#> 343 1805  18787  18787  13906     11            1   9267.04317  1.080229352
#> 344 1811   1465   1465      0      5            1    429.91215 -0.868631352
#> 345 1812   2031   2031   1226      3            1   1164.69705  0.046623231
#> 346 1813   7962   7962   5188     11            1   3927.40713  0.440722831
#> 347 1815   1244   1244     NA      6            3    649.62625           NA
#> 348 1816    507    507     NA      4            3    157.89048           NA
#> 349 1818   1743   1743     NA      2            3    527.77157           NA
#> 350 1820   7437   7437   5115     12            1   6152.04028 -0.225290010
#> 351 1822   2216   2216    594      2            1    670.99357 -0.106353599
#> 352 1824  13427  13427   8888     12            1  11107.09222 -0.366483637
#> 353 1825   1462   1462     22      5            1    429.03179 -0.822163505
#> 354 1826   1465   1465   1127      6            1    765.03413  0.554841809
#> 355 1827   1402   1402     NA      5            3    411.42446           NA
#> 356 1828   1838   1838    354      6            1    959.81756 -0.836000020
#> 357 1832   4486   4486   1770      3            1   2572.54109 -0.416929535
#> 358 1833  26039  26039  20207     13            1  15778.66365  0.554356761
#> 359 1834   1923   1923     NA      4            3    598.86270           NA
#> 360 1835    478    478     NA      5            3    140.27168           NA
#> 361 1836   1268   1268     14      5            1    372.10144 -0.773924674
#> 362 1837   6471   6471   2027     12            1   5352.94509 -0.785002817
#> 363 1838   2043   2043    744      6            1   1066.87012 -0.420386823
#> 364 1839   1034   1034      0      6            1    539.96265 -0.990501017
#> 365 1840   4700   4700     NA      2            3   1423.13618           NA
#> 366 1841   9604   9604   8214     12            1   7944.62752  0.051769827
#> 367 1845   1963   1963     NA      6            3   1025.09351           NA
#> 368 1848   2543   2543   2327      3            1   1458.30851  0.595612981
#> 369 1849   1824   1824     NA      6            3    952.50665           NA
#> 370 1850   1974   1974     NA      6            3   1030.83779           NA
#> 371 1851   2144   2144   1529      5            1    629.16837  1.555730897
#> 372 1852   1283   1283     NA      5            3    376.50327           NA
#> 373 1853   1400   1400     NA      6            3    731.09063           NA
#> 374 1854   2556   2556     NA      2            3    773.94384           NA
#> 375 1856    551    551     22      6            1    287.73639 -0.660330207
#> 376 1857    765    765      0      4            1    238.23711 -0.799576684
#> 377 1859   1336   1336    147      5            1    392.05641 -0.513540724
#> 378 1860  11198  11198   1959     11            1   5523.62535 -1.064822466
#> 379 1865   9350   9350   2793     11            1   4612.06439 -0.588751146
#> 380 1866   8082   8082   4907     11            1   3986.59940  0.319140694
#> 381 1867   2632   2632     NA      5            3    772.37460           NA
#> 382 1868   4529   4529   2105      2            1   1371.35824  0.717343876
#> 383 1870  10214  10214   9559     11            1   5038.24873  1.424614056
#> 384 1871   4980   4980   3177     11            1   2456.47921  0.317080110
#> 385 1874   1062   1062      0      5            1    311.64963 -0.733432755
#> 386 1902  73480  73480  31866     13            1  44526.14174 -0.955972557
#> 387 1903  24695  24695  15689     13            1  14964.24973  0.092903420
#> 388 1911   3029   3029   4104      6            1   1581.76681  3.031509034
#> 389 1913   3041   3041   2090      2            1    920.79939  1.409065606
#> 390 1917   1403   1403    891      6            1    732.65726  0.247072495
#> 391 1919   1137   1137      0      5            1    333.65878 -0.760058761
#> 392 1920   1051   1051      0      6            1    548.84018 -0.998972131
#> 393 1922   4019   4019     NA      3            3   2304.73532           NA
#> 394 1923   2230   2230   3622     13            1   1351.29690  0.972765629
#> 395 1924   6741   6741   5510     11            1   3325.12578  0.833062783
#> 396 1925   3452   3452     NA      2            3   1045.24810           NA
#> 397 1926   1158   1158    146      5            1    339.82135 -0.434813422
#> 398 1927   1543   1543      0      5            1    452.80167 -0.892908699
#> 399 1928    913    913      0      4            1    284.32743 -0.883175009
#> 400 1929    915    915    225      5            1    268.51169 -0.109175013
#> 401 1931  11618  11618   1766     12            1   9610.64999 -1.463670282
#> 402 1933   5701   5701    712     11            1   2812.12610 -0.870183029
#> 403 1936   2282   2282    997      6            1   1191.67773 -0.239933518
#> 404 1938   2861   2861    591      6            1   1494.03593 -1.011812540
#> 405 1939   1865   1865   1061      6            1    973.91717  0.118235292
#> 406 1940   2150   2150    595      6            1   1122.74633 -0.672913105
#> 407 1941   2920   2920    629      3            1   1674.50290 -0.671331088
#> 408 1942   4895   4895    969      3            1   2807.08619 -0.927082042
#> 409 1943   1231   1231      0      6            1    642.83755 -1.085311028
#> 410 2002   2137   2137   8367      3            2   1225.48380  5.282984755
#> 411 2003   6160   6160   1913     12            1   5095.67946 -0.768630401
#> 412 2004  10455  10455  17871     12            1   8648.59233  1.870167053
#> 413 2011   2956   2956   1708      3            1   1695.14745  0.008138596
#> 414 2012  20097  20097  14343     12            1  16624.65423 -0.314462192
#> 415 2014    951    951      0      6            1    496.61942 -0.948240001
#> 416 2015   1054   1054     24      6            1    550.40681 -0.955734501
#> 417 2017   1035   1035    530      6            1    540.48486 -0.018974347
#> 418 2018   1215   1215    653      6            1    634.48223  0.030976007
#> 419 2019   3276   3276   2742      3            1   1878.65462  0.522651781
#> 420 2020   3978   3978      0      3            1   2281.22346 -1.288026944
#> 421 2021   2668   2668   4038      3            1   1529.99100  1.759144864
#> 422 2022   1318   1318   1667      6            1    688.26961  1.628659626
#> 423 2023   1139   1139   1569      6            1    594.79445  1.750282136
#> 424 2024   1000   1000   1048      6            1    522.20760  0.980230076
#> 425 2025   2922   2922     NA      6            3   1525.89060           NA
#> 426 2027    959    959     NA     13            3    581.11826           NA
#> 427 2028   2211   2211     NA      3            3   1267.91983           NA
#> 428 2030  10227  10227  19083     12            1   8459.98601  2.260493537
#>           Adffits         Ahii AleaveOutResid Bcategory123        ByHat
#> 1   -0.1891011964 0.0101564669   -15877.78799            1  17041.67552
#> 2   -0.0963743545 0.0107011334    -8270.59749            1  18197.91543
#> 3   -0.0032850690 0.0181814857     -283.99383            1  34077.50816
#> 4   -0.0652947956 0.0262580449    -5637.07791            1  51222.75299
#> 5    0.0756774021 0.0428191742      722.03955            1   2028.34305
#> 6    0.1667817690 0.0324571746      455.78202            1    389.27639
#> 7    0.1412246394 0.0519327320      629.52708            1    875.35126
#> 8   -0.0740410191 0.0384131702     -110.52039            1    157.72102
#> 9    0.1113645266 0.0292545910      864.41573            1   2308.20823
#> 10  -0.0152811830 0.0135972824     -321.76566            1   2242.75581
#> 11  -0.0147990911 0.0558334615     -262.62862            1   6903.42535
#> 12            NaN          NaN     7579.96185            2   2098.11927
#> 13  -0.1833900933 0.0218206416    -1158.33423            1   1100.51372
#> 14  -0.1726736911 0.0191632551    -3582.23319            1   3980.55545
#> 15  -0.0522780729 0.0187869316     -859.10326            1   1585.60406
#> 16   0.0349929997 0.0394737514      576.16937            1   5762.94798
#> 17  -0.2477199201 0.0746047502    -1092.49561            1    830.25856
#> 18  -0.1409578411 0.0774243667     -630.52772            1    824.65059
#> 19   0.2963496531 0.0427270545     4724.34368            1   6419.89602
#> 20   0.0536116200 0.0100623640     4623.48488            1  16841.91002
#> 21   0.2317647300 0.0484982201     3750.49234            1   7585.28267
#> 22   0.0445892277 0.0561195119      790.70486            1   6937.32298
#> 23   0.3092466385 0.0475559369     4934.11195            1   7395.00494
#> 24  -0.0243947475 0.0089088548    -2107.73105            1  14393.19437
#> 25   0.2848676672 0.0406830610    24230.43981            1  81844.75745
#> 26   0.1997511501 0.0199864000    16984.46213            1  37909.05285
#> 27  -0.3360996806 0.0406381990    -5298.55276            1   5998.08794
#> 28  -0.0745891004 0.0445426734    -1226.24033            1   6786.52873
#> 29  -0.1442458941 0.0290447955    -2348.27336            1   3657.00148
#> 30   0.3622563484 0.0444992620     5697.33711            1   6777.76254
#> 31  -0.0414429100 0.0277577745     -682.01237            1   3397.10995
#> 32   0.0214735128 0.0120930588     1855.78944            1  21152.75074
#> 33   0.1113364239 0.0174645742     9567.72144            1  32555.61974
#> 34  -0.0464152065 0.0076003917    -4002.91394            1  11615.53624
#> 35  -0.1009980262 0.0161464957    -1646.26584            1   1052.41389
#> 36   0.0351304761 0.0113684995     3034.23476            1  19614.62696
#> 37  -0.4429076620 0.0530717412    -6892.26316            2   8508.82581
#> 38  -0.0114698169 0.0079176150     -991.42842            1  12288.95069
#> 39   0.0572314431 0.0313251720      941.17328            1   4117.48391
#> 40   0.0613564250 0.0165433351      392.46343            1    892.80012
#> 41   0.8498770398 0.2189273263    71892.40780            1 460228.85443
#> 42   0.1452029211 0.0637713599     2557.33489            1   7844.08453
#> 43   0.0574304921 0.0100154788     4950.98896            1  16742.38021
#> 44  -0.1574572931 0.0111716481   -13361.80336            1  19196.74294
#> 45   0.0762292803 0.0193768163     1249.46152            1   1704.72102
#> 46  -0.7350000265 0.1101577985    -5176.48044            1   1795.35933
#> 47   0.1789482519 0.0280938249     1363.46087            1   2315.56638
#> 48   0.0235698741 0.0201760972      388.10330            1   1866.12191
#> 49  -0.0769039332 0.0145597121    -1613.14462            1   2543.24416
#> 50   0.0152093747 0.0277743762       97.49562            1   1334.85139
#> 51  -0.1059254854 0.0176745708    -2216.99754            1   3515.76066
#> 52            NaN          NaN             NA            2   1104.64504
#> 53  -0.0564169532 0.0069928791    -4858.37030            1  10325.88404
#> 54  -0.1571626515 0.0154676199    -3258.98849            1   2826.70978
#> 55  -0.2185735170 0.0258267294    -1376.63267            1   1258.19244
#> 56  -0.0760363303 0.0151613223     -485.62961            1    838.40440
#> 57  -0.0358924104 0.0178547698     -342.79865            1   1546.86207
#> 58  -0.0649561359 0.0212081322     -278.38494            1    648.29522
#> 59   0.0351207331 0.0374505860       97.24411            1    409.65474
#> 60  -0.1259368059 0.0328598686    -2798.86168            1   5041.80161
#> 61   0.0151002765 0.0141466800       96.78874            1    798.46830
#> 62  -0.0763694646 0.0092833943     -486.56652            1    607.05046
#> 63   0.5167251964 0.0452181150     1313.39028            2    441.35441
#> 64   0.0466219560 0.0091362980     4022.31699            1  14876.01983
#> 65  -0.1254555477 0.0100211316   -10703.15667            1  16754.38026
#> 66   0.0696501541 0.0157502814      445.16232            1    861.58570
#> 67   0.0527069325 0.0475067619      145.87942            1    450.69449
#> 68   0.2144785816 0.0209207404     1976.44304            1   1605.99452
#> 69            NaN          NaN             NA            2   1632.17391
#> 70   0.0979056556 0.0213658019      624.91110            1   1082.61133
#> 71   0.1114057305 0.0338079759     2483.90170            1   5125.19814
#> 72   0.0565446476 0.0140690152     1188.16528            1   2390.03951
#> 73  -0.1536627106 0.0183918502     -972.90881            1    965.55726
#> 74   0.0360410324 0.0260191616      230.93782            1   1265.76653
#> 75  -0.0465513798 0.0120232595     -978.62623            1   1751.31673
#> 76   0.1291012590 0.0147612060     2689.10894            1   2606.15429
#> 77  -0.4480978733 0.0816149980    -3315.73600            1   1976.29336
#> 78  -0.1529370542 0.0336566208    -2490.76928            1   4588.27949
#> 79   0.0996223685 0.0169279013     1625.08271            1   1210.20518
#> 80  -0.0910063331 0.0230948769    -1490.23958            1   2455.51879
#> 81  -0.0235233447 0.0749843954     -184.62957            1   2018.32504
#> 82   0.0615448880 0.0315268455      481.58985            1   2293.80431
#> 83  -0.1409104503 0.0160033567    -2931.97999            1   2993.97670
#> 84  -0.1488425603 0.0178320475     -942.75821            1    943.52355
#> 85   0.0973983814 0.0214681553      416.09659            1    654.38682
#> 86   0.1027999737 0.0153087953     2150.38919            1   2777.12180
#> 87   0.0228445856 0.0126422103      146.39130            1    739.25271
#> 88  -0.1569819554 0.0187767145     -993.65730            1    980.70543
#> 89  -0.1672439962 0.0258397933     -708.62069            1    756.80181
#> 90   0.1793262806 0.0225763921    15320.03117            1  43407.19242
#> 91  -0.1980607418 0.0089823416   -16517.23479            1  14549.19500
#> 92  -0.0240943812 0.0099094051    -2081.92610            1  16517.20284
#> 93  -0.0228840645 0.0241962878     -405.93005            1   3154.34771
#> 94   0.3281025643 0.0248283515      850.95676            1    358.14278
#> 95   0.1104529535 0.0199546327      703.88144            1   1027.06803
#> 96   0.2577739437 0.0266955898     1613.88851            1   1292.39059
#> 97   0.0887131520 0.0141233549      565.61912            1    797.55023
#> 98  -0.2243899608 0.0447176080    -2105.73291            1   2064.95758
#> 99  -0.1511073023 0.0426862838    -1431.97483            1   2025.78004
#> 100 -0.1541918368 0.0204794477     -977.43309            1   1047.72463
#> 101 -0.0758309745 0.0327276912     -339.82748            1    913.54844
#> 102  0.0350849113 0.0755264512      275.31077            1   2014.88892
#> 103  0.1258580493 0.0464885266     2061.83429            1   7179.45998
#> 104 -0.1110161134 0.0081237770    -9475.25039            1  12726.59949
#> 105  0.0626633637 0.0085560519     5396.14255            1  13644.25021
#> 106 -0.0970826801 0.0071465030    -8299.66467            1  10652.00299
#> 107 -0.1906903802 0.0240371602    -3064.34637            1   2645.79652
#> 108  0.1207907103 0.0388272697      538.48289            1    901.41690
#> 109 -0.1028346522 0.0228170250     -439.20072            1    685.98698
#> 110  0.1324041640 0.0414086750      565.84598            1   1121.53626
#> 111 -0.1618551921 0.0090372072   -13658.28798            1  14665.66605
#> 112 -0.0870239163 0.0274283584    -1427.01694            1   3330.59009
#> 113  0.0501413691 0.0140575824     4328.16294            1  25323.12031
#> 114 -0.0856521486 0.0152360305    -7374.57170            1  27824.77734
#> 115 -0.1487751219 0.0145866204   -12699.00281            1  26446.18361
#> 116 -0.0825835631 0.0168640610    -1351.22826            1   1197.31373
#> 117  0.0117844104 0.0509039740       92.50413            1   2170.97186
#> 118  0.2018147789 0.0184443317     1266.62162            1    967.62292
#> 119 -0.0175981465 0.0334714718     -312.26052            1   4253.47829
#> 120 -0.0407474022 0.0325069263     -319.43986            1   2287.59154
#> 121 -0.0511572098 0.0297674680     -841.51346            1   3802.93264
#> 122 -0.0695761785 0.0071893980    -5980.51660            1  10743.06217
#> 123 -0.0343056907 0.0715118035     -154.39542            1    836.41017
#> 124 -0.1499088404 0.0355904651     -663.82721            1    907.85463
#> 125 -0.1062857817 0.0119557284    -9115.37102            1  20861.22016
#> 126           NaN          NaN    39982.09854            2  33565.03553
#> 127  0.1749709717 0.0301458579     3649.10455            1   7409.52724
#> 128 -0.1157222697 0.0335908391     -515.54976            1    911.83171
#> 129 -0.0109456291 0.0503734745     -194.25107            1   6256.40438
#> 130 -0.0149110734 0.0251440681     -313.99862            1   5847.87594
#> 131  0.0556374325 0.0241181650      356.23182            1   1190.94373
#> 132 -0.0575159568 0.0154889546    -1208.74125            1   2833.37085
#> 133 -0.1338321259 0.0144625209    -2784.70756            1   2512.89928
#> 134 -0.1617644008 0.0624055932     -720.51604            1    854.52164
#> 135 -0.0512923198 0.0349798601    -1153.02351            1   5228.27833
#> 136 -0.1799364117 0.0372887625     -491.67760            1    408.99433
#> 137  0.0173614836 0.0174413519      111.28126            1    928.14586
#> 138  0.3538688594 0.0142749681     2094.65920            1    803.51770
#> 139 -0.0173504923 0.0333587627      -48.05933            1    392.95581
#> 140  0.2193432533 0.0215006582      915.80987            1    655.14827
#> 141  0.1077551253 0.0213194115     1020.77132            1   1613.68357
#> 142 -0.2380011139 0.0353773137    -2215.66946            1   1884.81412
#> 143 -0.0666240531 0.0164039739    -1399.37625            1   3119.05682
#> 144 -0.0581288827 0.0074983083    -5005.99617            1  11398.82949
#> 145 -0.0337641889 0.0147349240    -2917.00856            1  26761.00840
#> 146 -0.1196690368 0.0144207500     -759.76829            1    809.25564
#> 147  0.5432256171 0.0292894854     1968.80605            1    920.38674
#> 148 -0.1601343659 0.0329285253    -1231.59728            1   2284.91900
#> 149           NaN          NaN     8576.81522            2   2155.42176
#> 150 -0.0517444343 0.0250729526    -1088.59976            1   5825.67237
#> 151 -0.1905907607 0.0300135869    -1207.73394            1   1422.98622
#> 152  0.0257949345 0.0300164140      110.80865            1    854.64811
#> 153           NaN          NaN             NA            2    381.06843
#> 154  0.0377468428 0.0515299297      169.83101            1    876.15240
#> 155  0.0368877091 0.0195667365      158.36066            1    609.84200
#> 156           NaN          NaN     2404.41817            2    624.30955
#> 157  0.0428582439 0.0003142307     3531.47491            1  -3851.81955
#> 158  0.3101711872 0.0294103270    26109.29698            2  57914.54438
#> 159  0.4925695685 0.0555259573     7959.36812            1   6866.98540
#> 160  0.3537922879 0.0230058623     7083.79393            1   5180.28851
#> 161  0.1218577460 0.0215622178     2549.19215            1   4729.55598
#> 162  0.0010895636 0.0511601131       19.33747            1   6349.62286
#> 163  0.2078407904 0.0351460266     1580.37626            1   2270.86217
#> 164 -0.1643801463 0.0287536836    -2666.32106            1   3598.21649
#> 165  1.3004848043 0.1309020236     1341.44344            2    651.35381
#> 166  0.0483299043 0.0153088587      207.25326            1    510.09208
#> 167 -0.0666637678 0.1000342975      -99.98920            1    486.60615
#> 168  0.0024549895 0.0288240062       15.73829            1   1376.16459
#> 169  0.2262999598 0.0201422784     4651.38346            1   4286.22464
#> 170 -0.1728288805 0.0393462330     -473.07479            1    417.39097
#> 171 -0.1935242036 0.0352213036    -4233.72424            1   5249.51595
#> 172 -0.0042966516 0.0006091752     -371.34995            1  -3225.69941
#> 173  0.2798328519 0.0818121092     2145.02212            2   1975.04387
#> 174  0.0302570771 0.0248790877     2614.92515            1  48295.44720
#> 175           NaN          NaN    58294.67904            2  89112.55113
#> 176  0.0702614349 0.0122869175     6053.44923            1  21564.28179
#> 177 -0.2045268777 0.0476601499     -900.21517            1    883.84906
#> 178           NaN          NaN     4102.03604            2    985.98434
#> 179 -0.0459561807 0.0164733598     -294.24285            1    890.04590
#> 180 -0.3987057862 0.0474742213    -6234.28058            1   7378.50389
#> 181  0.0741777012 0.0484420406     1219.71272            1   7573.93820
#> 182 -0.0983250440 0.0664065992    -1739.16449            1   8156.36642
#> 183  0.0114162555 0.0423819416      202.59976            1   5309.38940
#> 184  0.0807205731 0.0086774214     6933.96542            1  13901.89830
#> 185  0.4093988327 0.0383915386     6605.68576            1   4836.51749
#> 186  0.0073661041 0.0004116588      636.07998            1  -3644.99520
#> 187 -0.1927765785 0.0445666515    -3355.20604            1   5568.28253
#> 188  0.0674598877 0.0259800664      643.14933            1   1703.57223
#> 189  0.0214804097 0.0012978225     1851.33014            1  -1763.81123
#> 190  0.5332826689 0.0447081158     4622.67498            2   2064.77450
#> 191 -0.1570322808 0.0187825458     -993.97179            1    980.93495
#> 192  0.0033114725 0.0283166850       21.22895            1   1356.19654
#> 193  0.0101639514 0.0299531268       15.27283            1    112.56796
#> 194 -0.0885342586 0.0199967635     -243.71237            1    338.42483
#> 195 -0.1884114029 0.0643358538    -4181.39999            1   7810.46290
#> 196 -0.1488391155 0.0140279881   -12697.87553            1  25260.29653
#> 197           NaN          NaN      500.71579            1     13.71937
#> 198 -0.0800535053 0.0208320987    -1680.86316            1   4501.59930
#> 199  0.4835940229 0.0922378377    41001.25852            1 191287.31148
#> 200 -0.0920494674 0.0590680880     -412.90636            1    861.15965
#> 201 -0.0592404047 0.0132582986    -1244.35104            1   2136.91878
#> 202 -0.2781982824 0.0279199429    -5707.06217            1   6714.55540
#> 203 -0.1188575170 0.0671324521    -2099.19540            1   8242.38165
#> 204 -0.1984778415 0.0298054105    -1855.98239            1   1777.35049
#> 205 -0.1082574787 0.0163100840     -689.15764            1    883.61941
#> 206 -0.2873253598 0.0314591240    -5902.87097            1   7819.55322
#> 207 -0.1385446320 0.0179415923     -587.04979            1    571.76951
#> 208  0.0289578601 0.0408098368      651.96729            1   5741.08931
#> 209  0.0098983594 0.0198321758       63.45285            1   1022.24815
#> 210  0.0094012270 0.0003075803      810.73384            1  -3865.93725
#> 211  0.0119034670 0.0181366096       51.14390            1    576.33821
#> 212 -0.0909227102 0.0212682340     -250.30245            1    343.61377
#> 213  0.0490799440 0.0341947000     1032.91611            1   8673.65066
#> 214  0.0475668393 0.0200901270     1000.64908            1   4269.94202
#> 215  0.0417442987 0.0226020328      267.41088            1   1131.26910
#> 216 -0.0892744665 0.0231893688     -848.64200            1   1649.74888
#> 217 -0.4265361098 0.0705900862    -7153.83244            1   8652.11923
#> 218 -0.1029229856 0.0485809207     -980.60651            1   2139.46813
#> 219 -0.1858579128 0.0249400188    -3192.56086            1   3242.48154
#> 220 -0.0922725212 0.0082697529    -7907.68783            1  13036.48308
#> 221 -0.0854574925 0.0094368953    -7339.48435            1  15514.14002
#> 222  0.1888218045 0.0391551970     1778.09978            1   1957.67702
#> 223 -0.0026722078 0.0001266898     -230.90105            1  -4249.93879
#> 224 -0.1650825990 0.0435670561    -1274.92830            1   2217.48090
#> 225 -0.2096775009 0.0279328211    -3586.67693            1   3597.13547
#> 226 -0.0068434425 0.0460560038      -65.44138            1   2090.77081
#> 227  0.1128987088 0.0277981581      875.51029            1   2317.44062
#> 228 -0.2110914304 0.0919075213    -4694.93298            1  10235.69624
#> 229           NaN          NaN     3138.61209            2    897.61999
#> 230           NaN          NaN     1133.96969            1    311.15934
#> 231  0.1583133020 0.0276437034      672.31002            1    799.06228
#> 232  0.4274356604 0.0282636678     8484.55945            1   6821.87267
#> 233 -0.2711598294 0.0547888203     -735.80307            1    480.41293
#> 234  0.1608431600 0.0181473519      435.54144            1    330.87729
#> 235 -0.0343186629 0.0797416257      -51.54246            1    378.29983
#> 236           NaN          NaN     9707.83337            2   1964.26764
#> 237 -0.1686554014 0.0255244423    -1582.42415            1   1694.78474
#> 238  0.2574149736 0.0299142335      688.87591            1    378.89852
#> 239  0.2845501083 0.0134002764     1724.28312            1    769.09003
#> 240 -0.1850556410 0.0280293631    -3190.98221            1   3608.57592
#> 241 -0.0123997039 0.0005865639    -1069.54562            1  -3273.69960
#> 242 -0.2815124782 0.0352981327    -1175.73619            1    978.38370
#> 243  0.1903323001 0.0315584293     4154.01862            1   4927.32562
#> 244  0.3887793172 0.0299919911     7718.45691            1   4789.54004
#> 245 -0.1854163024 0.0434882684     -817.83312            1    892.14658
#> 246  0.0352507929 0.0165025162      225.81689            1    891.19349
#> 247 -0.0966639042 0.0171556193     -616.39737            1    916.89949
#> 248           NaN          NaN             NA            2    934.80187
#> 249  0.0008705465 0.0461256262       15.45038            1   5753.02461
#> 250 -0.1225680319 0.0165608290     -778.83577            1    893.48867
#> 251 -0.3166420413 0.0625030471    -1333.77544            1   1615.71717
#> 252 -0.0524789449 0.0143321425    -1103.11387            1   2472.19273
#> 253 -0.1692044046 0.0399062046     -747.66946            1    899.27099
#> 254  0.0034195258 0.0142586565       72.01428            1   2449.24904
#> 255 -0.2809074359 0.0685949468     -401.22745            1    318.80762
#> 256  0.2890665822 0.0137110672     5751.79583            1   2278.28153
#> 257  0.0558601799 0.0392470351      437.58991            1   2244.86570
#> 258  0.0942376665 0.0088889037     8078.21062            1  14350.84126
#> 259 -0.0644881246 0.0155442758    -5562.40349            1  28479.13289
#> 260 -0.0866955890 0.0081553663    -7436.48932            1  12793.65858
#> 261  0.0124193868 0.0189866405       79.61125            1    988.96807
#> 262 -0.0594587451 0.0368132580     -267.02702            1    905.42260
#> 263 -0.0338620419 0.0320805518     -600.46136            1   4088.65108
#> 264  0.0806249607 0.0199834538     1692.56634            1   4236.63666
#> 265  0.0569582503 0.0284113930      445.76592            1   2313.55330
#> 266 -0.1734105448 0.0214223573    -3602.85282            1   4685.88896
#> 267  0.1646645246 0.0584599043     1277.25980            1   2123.07450
#> 268           NaN          NaN     2500.23728            1    912.54702
#> 269 -0.0627004184 0.0268473827     -268.90638            1    780.40676
#> 270 -0.1504880706 0.0268122154     -956.90792            1   1296.98095
#> 271           NaN          NaN             NA            2    353.04819
#> 272  0.0785820142 0.0195989806     1287.69910            1   1749.58325
#> 273  0.6042078009 0.0664623883     2399.98317            2    846.45302
#> 274 -0.0520029880 0.0228599445     -854.98098            1   2408.07827
#> 275 -0.0914778419 0.0191869603    -1918.32546            1   3987.95665
#> 276 -0.1734343547 0.0503728687    -1340.55415            1   2174.33856
#> 277 -0.0400308961 0.0156714843     -842.19933            1   2890.36002
#> 278 -0.0197070826 0.0177599094     -414.94003            1   3542.40495
#> 279 -0.0549057525 0.0173188951     -351.38657            1    923.32598
#> 280 -0.5419230056 0.1193552075     -738.37622            1    589.72598
#> 281 -0.1400891493 0.0293594100     -383.96123            1    376.63425
#> 282 -0.0041902381 0.0011698026     -362.20060            1  -2035.57702
#> 283 -0.1685063061 0.0532036049    -1304.63456            1   2156.39440
#> 284  0.2918660096 0.0498755628     1258.61238            1    879.44280
#> 285 -0.0487987588 0.0138106289    -1025.95379            1   2309.36653
#> 286  0.0437447500 0.0151205034      280.08781            1    836.79778
#> 287  0.0064225298 0.0180944550       41.17232            1    953.85185
#> 288  0.0613796096 0.0421642758     1379.25515            1   5860.22721
#> 289  0.1337374896 0.0141496128     2782.04265            1   2415.20356
#> 290 -0.0980968797 0.0118724816     -623.89769            1    708.95636
#> 291  0.1917787023 0.0357629979      522.71848            1    402.76761
#> 292 -0.0031456410 0.0347943380      -13.51677            1    966.58123
#> 293 -0.0284427711 0.0335643094     -271.87964            1   1849.84725
#> 294 -0.4584331720 0.0622984726   -38593.23586            2 127730.82276
#> 295  0.3348949609 0.0248412435     2058.22240            1   1219.40394
#> 296           NaN          NaN             NA            2    349.08573
#> 297 -0.2981677754 0.0438728049    -2757.51140            1   2048.66411
#> 298  0.1307663404 0.0455529188     1242.56859            1   2081.06797
#> 299  0.1594887993 0.0186254563     2740.26510            1   2494.19141
#> 300  0.4222107122 0.0990625357      588.61722            1    481.41965
#> 301 -0.1411126276 0.0157497114    -2935.51216            1   2914.78395
#> 302  0.0957692656 0.0278676766      611.99798            1   1338.52367
#> 303 -0.1592696248 0.0190799410    -1007.97716            1    992.64036
#> 304 -0.1049480197 0.0222160575     -288.41815            1    347.48188
#> 305  0.1033005342 0.0225628222      283.99527            1    348.89704
#> 306  0.1041860352 0.0163233764     2179.93411            1   3093.89277
#> 307  0.1095246941 0.0149397337      696.64711            1    829.68272
#> 308 -0.1941949829 0.0230568725    -1225.50753            1   1149.17149
#> 309  0.2704459775 0.0300790088     4284.43886            1   3865.84290
#> 310 -0.1355748793 0.0133578603    -2817.20215            1   2168.00378
#> 311  0.2147722461 0.0118433252     1326.73647            1    707.80878
#> 312  0.6088409717 0.0344835138     3806.50161            1   2275.06187
#> 313  0.4937567377 0.0411029566     7437.33305            1   6091.93766
#> 314 -0.0398179435 0.0198032696     -655.06440            1   1790.83587
#> 315 -0.0472205095 0.0143819234     -992.94296            1   2487.73523
#> 316  0.5587854426 0.0491220041     8690.64050            1   6108.10226
#> 317  0.2268747660 0.0594421187      999.14656            1    860.41574
#> 318           NaN          NaN     2968.60134            2    475.44612
#> 319 -0.1316654055 0.0072426010   -11156.27477            1  10856.00380
#> 320  0.1614990552 0.0308404192     3373.61507            1   7626.38213
#> 321  0.2869764655 0.0239487423     2593.26615            1   1664.39469
#> 322  0.1150291587 0.0077503579     9802.19107            1  11933.89045
#> 323 -0.1599748623 0.0378490354     -707.61084            1    903.36253
#> 324  0.1603452953 0.2018406311      239.76696            1   1029.96833
#> 325           NaN          NaN    17085.06873            2   8596.18814
#> 326 -0.2024310013 0.0532232516    -3528.99097            1   6594.10950
#> 327 -0.0463217967 0.0147356390     -296.53239            1    821.64960
#> 328 -0.1809941277 0.0374968213     -494.52787            1    409.84343
#> 329 -0.1329072053 0.0203037494    -1252.05207            1   1594.09480
#> 330  0.3908782066 0.0317867628     1007.52478            1    386.54040
#> 331  0.0122174658 0.0076219264       52.48467            1    330.00921
#> 332 -0.1080441598 0.0140900005     -459.22446            1    481.53771
#> 333  0.5173923046 0.0400760568     2052.49185            1   1090.31682
#> 334 -0.1377932121 0.0288970571     -377.73466            1    374.74737
#> 335 -0.1329947291 0.0223046376     -846.06171            1   1119.56370
#> 336 -0.0780351082 0.0361838345     -116.33913            1    145.82258
#> 337  0.0301390865 0.0254987632       83.44648            1    360.87876
#> 338  0.3068450718 0.0416421452     2826.95177            1   2005.64205
#> 339 -0.0930091875 0.0121512674    -1945.13230            1   1791.28316
#> 340 -0.0605952315 0.0129921169     -167.09282            1    309.83852
#> 341 -0.1570845071 0.0160460259    -3259.23508            1   3007.29884
#> 342  0.0197000208 0.0167882301     1702.73944            1  31119.84930
#> 343  0.2332162264 0.0445348928     4855.18183            1  11902.05017
#> 344 -0.1626326488 0.0338673509     -444.98253            1    395.03138
#> 345  0.0065368306 0.0192785952       62.50802            1   1574.32296
#> 346  0.0611273745 0.0188740521     1284.84307            1   3890.26092
#> 347           NaN          NaN             NA            2    625.07100
#> 348           NaN          NaN             NA            2    107.38146
#> 349           NaN          NaN             NA            2    641.70765
#> 350 -0.0482148969 0.0437954915    -1084.53816            1   6003.71069
#> 351 -0.0121686731 0.0129221116      -78.00151            1    750.26957
#> 352 -0.1073857206 0.0790697948    -2409.62041            1   9106.47611
#> 353 -0.1537693280 0.0337979980     -421.26986            1    394.74835
#> 354  0.0866495687 0.0238083630      370.79387            1    709.21120
#> 355           NaN          NaN             NA            2    389.08770
#> 356 -0.1466932272 0.0298701510     -624.47059            1    851.22159
#> 357 -0.0879273942 0.0425818700     -838.23469            1   2023.76624
#> 358  0.0518081665 0.0086584679     4467.01385            1  13861.66284
#> 359           NaN          NaN             NA            2    539.38642
#> 360           NaN          NaN             NA            2    301.91361
#> 361 -0.1344901735 0.0293131747     -368.91553            1    376.44557
#> 362 -0.1562461448 0.0381068476    -3457.70742            1   5503.33149
#> 363 -0.0779042757 0.0332016967     -333.95809            1    929.27019
#> 364 -0.1294914510 0.0168039914     -549.19126            1    545.11877
#> 365           NaN          NaN             NA            2   1320.39177
#> 366  0.0126753713 0.0565566627      285.52057            1   7126.19694
#> 367           NaN          NaN             NA            2    898.81220
#> 368  0.0936754939 0.0241385857      890.17915            1   1668.05614
#> 369           NaN          NaN             NA            2    845.89144
#> 370           NaN          NaN             NA            2    903.00017
#> 371  0.3552689752 0.0495642324      946.75691            1    459.09113
#> 372           NaN          NaN             NA            2    377.86073
#> 373           NaN          NaN             NA            2    684.46408
#> 374           NaN          NaN             NA            2    828.30562
#> 375 -0.0627676881 0.0089545447     -268.13743            1    361.22865
#> 376 -0.1709841480 0.0437292786     -249.13145            1    186.09423
#> 377 -0.0916774028 0.0308851747     -252.86622            1    382.86098
#> 378 -0.1758372953 0.0265450434    -3661.82875            1   6285.28633
#> 379 -0.0886392598 0.0221643289    -1860.29661            1   4917.54623
#> 380  0.0446029602 0.0191585141      938.37854            1   3979.07522
#> 381           NaN          NaN             NA            2    505.13113
#> 382  0.1181469017 0.0264098572      753.54271            1   1281.14422
#> 383  0.2244083460 0.0242124552     4632.92577            1   5557.00913
#> 384  0.0346564338 0.0118051720      729.12827            1   1683.22577
#> 385 -0.1163568791 0.0245509397     -319.49349            1    357.01065
#> 386 -0.1512899000 0.0244335120   -12977.22082            1  47349.56108
#> 387  0.0084534710 0.0082115620      730.75088            1  12912.95318
#> 388  0.6897881405 0.0492256188     2652.81989            2   1304.66494
#> 389  0.1893243589 0.0177329158     1190.30825            1    939.62175
#> 390  0.0377404987 0.0228007736      162.03732            1    685.60626
#> 391 -0.1248772196 0.0262847632     -342.66567            1    364.08647
#> 392 -0.1316866223 0.0170802659     -558.37742            1    551.59110
#> 393           NaN          NaN             NA            2   1938.27132
#> 394  0.0264990376 0.0007415179     2272.38812            1  -2944.75711
#> 395  0.1061596175 0.0159796515     2220.35471            1   2986.57550
#> 396           NaN          NaN             NA            2   1033.95356
#> 397 -0.0721142898 0.0267702337     -199.15271            1    366.06770
#> 398 -0.1717311580 0.0356705273     -469.55080            1    402.39024
#> 399 -0.2072415351 0.0521893221     -299.98335            1    231.24729
#> 400 -0.0160490052 0.0211526458      -44.45196            1    343.14204
#> 401 -0.3966559172 0.0684168374    -8420.77262            1   8169.43059
#> 402 -0.1018502792 0.0135143144    -2128.89668            1   2216.85164
#> 403 -0.0470869869 0.0370857914     -202.17558            1   1020.26344
#> 404 -0.2234310570 0.0464953765     -947.07032            1   1240.70315
#> 405  0.0209033459 0.0303089399       89.80472            1    861.50116
#> 406 -0.1280404374 0.0349406010     -546.85373            1    970.00775
#> 407 -0.1133481924 0.0277171334    -1075.30733            1   1737.07452
#> 408 -0.2046485810 0.0464641671    -1927.65298            1   2098.64294
#> 409 -0.1550662857 0.0200055255     -655.96038            1    620.12158
#> 410           NaN          NaN     7141.51620            2   1593.72866
#> 411 -0.1491239008 0.0362754105    -3302.47821            1   5342.23632
#> 412  0.4790235309 0.0615680871     9827.46595            1   7567.00719
#> 413  0.0013828161 0.0280588514       13.22359            1   1743.66513
#> 414 -0.1152129765 0.1183485266    -2587.93219            1  12561.47533
#> 415 -0.1188055494 0.0154551216     -504.41522            1    513.51861
#> 416 -0.1261697575 0.0171290202     -535.58078            1    552.73327
#> 417 -0.0024817985 0.0168202428      -10.66424            1    545.49950
#> 418  0.0043963283 0.0197455024       18.89078            1    614.02998
#> 419  0.0936325420 0.0310963455      891.05390            1   1802.24837
#> 420 -0.2551516199 0.0377598481    -2370.74234            1   1930.76535
#> 421  0.2835615606 0.0253251068     2573.17493            1   1690.94022
#> 422  0.2409548600 0.0214194010     1000.15307            1    653.24464
#> 423  0.2403659937 0.0185103928      992.57857            1    585.09489
#> 424  0.1259887957 0.0162514423      534.47845            1    532.17413
#> 425           NaN          NaN             NA            2   1263.92737
#> 426           NaN          NaN             NA            2  -3841.93716
#> 427           NaN          NaN             NA            2   1607.27603
#> 428  0.5722441528 0.0602254258    11303.78953            2   7448.90526
#>        yImputed       BrStud      Bdffits       Bhii BleaveOutResid
#> 1     2792.0000 -1.803644064 -0.243000830 0.01782795  -14508.329295
#> 2    11319.0000 -0.851544470 -0.114364585 0.01771760   -7002.991611
#> 3    32854.0000 -0.150473966 -0.020003040 0.01736448   -1245.129175
#> 4    42362.0000 -1.102649897 -0.155159543 0.01941630   -9036.202571
#> 5     3278.0000  0.845395433  0.231215954 0.06959646    1343.134344
#> 6      853.0000  0.951478555  0.175641589 0.03295368     479.525756
#> 7     1531.0000  0.696946145  0.165029213 0.05309222     692.410342
#> 8      103.0000 -0.156149649 -0.058880086 0.12448536     -62.501548
#> 9     2226.0000 -0.062404605 -0.019808107 0.09152996     -90.490856
#> 10    2512.0000  0.091128541  0.016887759 0.03320250     278.490779
#> 11    6721.0000 -0.048967855 -0.013160761 0.06736750    -195.602610
#> 12   10538.0000  6.073534242          NaN        NaN    8439.880725
#> 13       0.0000 -1.295483623 -0.203815181 0.02415408   -1127.753567
#> 14     474.0000 -1.195302510 -0.167384734 0.01923278   -3575.318759
#> 15    1507.0000 -0.027306369 -0.007945510 0.07805831     -85.259258
#> 16    5491.0000 -0.093103545 -0.021465219 0.05047150    -286.403174
#> 17     331.0000 -0.580435607 -0.303888012 0.21513614    -636.108487
#> 18     811.0000 -0.016103168 -0.009358974 0.25249290     -18.261481
#> 19    9867.0000  1.223205301  0.329019218 0.06746941    3696.504983
#> 20   22914.0000  0.750625738  0.101188488 0.01784818    6182.435196
#> 21    9635.0000  0.732655991  0.260053807 0.11189039    2307.955354
#> 22    7751.0000  0.218817658  0.059381227 0.06859201     873.598931
#> 23   10648.0000  1.174823088  0.398944480 0.10339107    3628.109150
#> 24   14146.0000 -0.030407119 -0.004131182 0.01812403    -251.757229
#> 25   97383.0000  1.990394304  0.346207521 0.02936636   16008.349484
#> 26   53067.0000  1.925881089  0.257803870 0.01760381   15429.566260
#> 27       0.0000 -2.242635178 -0.545646056 0.05588918   -6353.160903
#> 28    4400.0000 -0.840469753 -0.246959187 0.07947690   -2592.578844
#> 29    1353.0000 -0.791369412 -0.150873853 0.03507230   -2387.745194
#> 30   11010.0000  1.533864986  0.449752840 0.07916872    4596.105224
#> 31    2809.0000 -0.200078326 -0.039384495 0.03730270    -610.898094
#> 32   23871.0000  0.334597905  0.044639735 0.01748778    2766.631510
#> 33   41227.0000  1.077395883  0.142969834 0.01730443    8824.075833
#> 34    9878.0000 -0.213860420 -0.029360459 0.01849931   -1770.285290
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#> 36   23717.0000  0.505660537  0.067677872 0.01759805    4175.860024
#> 37     112.0000 -2.648121214          NaN        NaN   -8396.825809
#> 38   13445.0000  0.142249519  0.019476876 0.01840223    1177.722027
#> 39    4830.0000  0.241988627  0.044947079 0.03334900     737.097556
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#> 52    1138.5089  0.038642856          NaN        NaN      33.863902
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#> 54      10.0000 -0.958329232 -0.154913693 0.02546522   -2890.312225
#> 55       0.0000 -1.510965955 -0.350869640 0.05116499   -1326.039232
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#> 63    1828.0000  2.660085130          NaN        NaN    1386.645586
#> 64   20635.0000  0.711632800  0.096525128 0.01806556    5864.933460
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#> 67     742.0000  0.626776777  0.248296152 0.13564569     337.020942
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#> 70    1721.0000  0.742484572  0.112843292 0.02257664     653.134246
#> 71    7149.0000  0.491485186  0.153507070 0.08888139    2221.227654
#> 72    4099.0000  0.579674720  0.103613898 0.03096056    1763.561329
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#> 77     824.0000 -0.940625786 -0.427434208 0.17115125   -1390.233581
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#> 79    3715.0000  0.889551612  0.283186724 0.09201952    2758.643923
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#> 81    3384.0000  1.097523914  0.421698746 0.12863954    1567.290492
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#> 83     445.0000 -0.865027926 -0.135114814 0.02381646   -2611.165405
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#> 85    1097.0000  0.693372151  0.120148685 0.02915123     455.903325
#> 86    5303.0000  0.858046837  0.140197518 0.02600258    2593.310981
#> 87     801.0000  0.072484246  0.016819541 0.05109337      65.072036
#> 88       0.0000 -1.147522963 -0.161328780 0.01938210   -1000.089258
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#> 90   56116.0000  1.599254339  0.217544620 0.01816766   12943.969192
#> 91       0.0000 -1.844149621 -0.250415875 0.01810492  -14817.463923
#> 92   15997.0000 -0.063983553 -0.008633602 0.01788179    -529.674372
#> 93    2624.0000 -0.148100355 -0.059103672 0.13738348    -614.812831
#> 94    1145.0000  1.672219809  0.348258553 0.04156975     820.985372
#> 95    1726.0000  0.812563523  0.114936340 0.01961537     712.916089
#> 96    2957.0000  2.045430685  0.517374635 0.06013225    1771.110256
#> 97    1291.0000  0.577333866  0.115336059 0.03837785     513.143094
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#> 102   3835.0000  1.510534866  0.588445594 0.13176193    2096.327194
#> 103   7781.0000  0.211011929  0.068108254 0.09435078     664.208625
#> 104   5406.0000 -0.907305955 -0.124018879 0.01834124   -7457.377015
#> 105  20942.0000  0.904374515  0.123196802 0.01821868    7433.172408
#> 106   4783.0000 -0.725573216 -0.100011304 0.01864498   -5980.509445
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#> 108   1216.0000  0.334091612  0.092816800 0.07165269     338.863586
#> 109    304.0000 -0.596811209 -0.100184304 0.02740670    -392.750990
#> 110   1873.0000  1.231279779  0.379288386 0.08666718     822.770978
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#> 113  29885.0000  0.562520642  0.074616954 0.01729111    4642.147596
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#> 119   3876.0000 -0.101745321 -0.028901636 0.07466466    -407.936753
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#> 123   1143.0000  0.346220989  0.161406444 0.17853522     373.223344
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#> 126  72675.0000  4.769006870          NaN        NaN   39109.964475
#> 127   9812.0000  0.835644776  0.232207454 0.07168132    2587.982785
#> 128    106.0000 -0.887181668 -0.299096784 0.10205792    -897.420589
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#> 137   1015.0000  0.100412320  0.014912865 0.02158107      88.769892
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#> 149  11348.0000  3.037889496          NaN        NaN    9192.578243
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#> 151    387.0000 -1.272364352 -0.434817057 0.10457317   -1156.974731
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#> 154   1088.0000  0.222287131  0.052291788 0.05243798     223.571223
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#> 156   3053.0000  3.717878240          NaN        NaN    2428.690450
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#> 158  78937.0000  2.558970737          NaN        NaN   21022.455620
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#> 160  11708.0000  2.317945645  0.374994491 0.02550486    6698.557257
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#> 191      0.0000 -1.147796420 -0.161350830 0.01937823   -1000.319373
#> 192   1491.0000  0.160729168  0.047340366 0.07982590     146.497776
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#> 199 205308.0000  1.891727145  0.733834088 0.13079758   16130.521678
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#> 208   6358.0000  0.147085083  0.039837823 0.06834534     662.166702
#> 209   1092.0000  0.080551577  0.011358605 0.01949625      71.138787
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#> 229   4004.0000  3.545627248          NaN        NaN    3106.380009
#> 230   1303.0000  2.299938102  0.896317826 0.13185169    1142.478359
#> 231   1542.0000  1.177835794  0.199401540 0.02786220     764.230875
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#> 235    387.0000  0.024248824  0.007376348 0.08469670       9.505237
#> 236  12094.0000  6.485230476          NaN        NaN   10129.732364
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#> 238   1048.0000  1.395386189  0.250785347 0.03129026     690.714105
#> 239   2397.0000  1.978550843  0.425390587 0.04418308    1703.160874
#> 240    397.0000 -0.899617338 -0.311763590 0.10722084   -3597.279214
#> 241      0.0000  0.404012311  0.060087892 0.02164128    3346.113771
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#> 243   8456.0000  0.875757033  0.287892146 0.09752735    3910.006995
#> 244  11700.0000  1.863162691  0.635229196 0.10413612    7713.738741
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#> 247    285.0000 -0.734783331 -0.111203704 0.02239159    -646.372797
#> 248    914.4407 -0.023273285          NaN        NaN     -20.361180
#> 249   5772.0000  0.005034628  0.001099805 0.04554616      19.880893
#> 250     94.0000 -0.933758639 -0.147866376 0.02446320    -819.537171
#> 251    758.0000 -1.685547042 -1.215235582 0.34202020   -1303.561561
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#> 253      0.0000 -0.975780770 -0.261525600 0.06701882    -963.868312
#> 254   3038.0000  0.199015033  0.035068195 0.03011449     607.031403
#> 255      0.0000 -0.929949801 -0.281801143 0.08410329    -348.082500
#> 256   8526.0000  2.217329794  0.407321569 0.03264380    6458.550063
#> 257   2281.0000  0.026983845  0.006904356 0.06144658      38.499994
#> 258  24205.0000  1.228665283  0.166953813 0.01812925   10036.105804
#> 259  22851.0000 -0.695026215 -0.092059178 0.01724164   -5726.873583
#> 260   7486.0000 -0.655498734 -0.089576668 0.01833204   -5406.775795
#> 261   1064.0000  0.086640279  0.012146128 0.01927452      76.506554
#> 262    405.0000 -0.537137561 -0.160315313 0.08179359    -545.000117
#> 263   3423.0000 -0.180223715 -0.053806340 0.08183927    -724.983170
#> 264   5817.0000  0.532624773  0.075074024 0.01948018    1611.760733
#> 265   1780.0000 -0.407862986 -0.132180414 0.09504566    -589.591404
#> 266    932.0000 -1.283775758 -0.189594409 0.02134530   -3835.764487
#> 267   3974.0000  1.474839178  0.384414209 0.06361561    1976.672746
#> 268   3098.0000  2.870154017  0.981131478 0.10462791    2440.832159
#> 269    601.0000 -0.279148544 -0.046559093 0.02706585    -184.397636
#> 270    461.0000 -0.996627160 -0.254948821 0.06142027    -890.687203
#> 271    299.3245 -0.106113391          NaN        NaN     -53.723689
#> 272   3714.0000  0.686292648  0.191953454 0.07255407    2118.093018
#> 273   3436.0000  2.558147006          NaN        NaN    2589.546979
#> 274   2024.0000 -0.131764647 -0.031508582 0.05408914    -406.040662
#> 275   2111.0000 -0.633256919 -0.088675691 0.01923161   -1913.761365
#> 276   1115.0000 -0.803280411 -0.190184512 0.05307980   -1118.720002
#> 277   2432.0000 -0.154492165 -0.024640956 0.02480803    -470.020300
#> 278   3288.0000 -0.085531201 -0.012275728 0.02018321    -259.645426
#> 279    554.0000 -0.427804193 -0.064034629 0.02191376    -377.600633
#> 280      0.0000 -2.081380201 -0.889707314 0.15449297    -697.482053
#> 281      0.0000 -0.768137103 -0.138598343 0.03153006    -388.896173
#> 282   1770.0000  0.469816676  0.069321868 0.02130738    3888.429239
#> 283   1287.0000 -0.655697060 -0.158454436 0.05517636    -920.165808
#> 284   2093.0000  1.335203488  0.308135882 0.05056554    1278.189546
#> 285   1862.0000 -0.151357241 -0.027592391 0.03216428    -462.233954
#> 286   1061.0000  0.260696214  0.047116481 0.03163130     231.525682
#> 287    980.0000  0.030205480  0.004334679 0.02017853      26.686647
#> 288   7244.0000  0.330375061  0.087456312 0.06548673    1480.741718
#> 289   5687.0000  1.119852271  0.198952216 0.03059711    3375.063632
#> 290      0.0000 -0.841685230 -0.210705488 0.05897315    -753.385902
#> 291    958.0000  1.152612842  0.241027631 0.04189663     579.511988
#> 292   1105.0000  0.217608484  0.048746232 0.04778226     145.364621
#> 293   1765.0000 -0.055594438 -0.010528394 0.03462252     -87.890232
#> 294  77340.0000 -6.021481168          NaN        NaN  -50390.822763
#> 295   3297.0000  2.588170026  0.544174320 0.04233542    2169.440233
#> 296    286.9994 -0.122346546          NaN        NaN     -62.086357
#> 297     14.0000 -1.415266355 -0.410171351 0.07748666   -2205.566058
#> 298   3938.0000  1.294067210  0.411227360 0.09172116    2044.451495
#> 299   5014.0000  0.736888081  0.359066386 0.19187735    3118.101689
#> 300   1070.0000  1.991890979  0.684219530 0.10554079     658.029276
#> 301    388.0000 -0.857717146 -0.136115772 0.02456557   -2590.419066
#> 302   2042.0000  0.841925038  0.237977512 0.07398489     759.681268
#> 303      2.0000 -1.159383343 -0.162417990 0.01924747   -1010.081875
#> 304      0.0000 -0.716074615 -0.170919760 0.05390191    -367.278915
#> 305    564.0000  0.440428769  0.103139845 0.05198940     226.899314
#> 306   5541.0000  0.829588622  0.127150028 0.02295214    2504.592996
#> 307   1462.0000  0.739243239  0.136018021 0.03274603     653.724149
#> 308      0.0000 -1.359072942 -0.238912012 0.02997595   -1184.683504
#> 309   7918.0000  1.425987621  0.267272442 0.03393767    4194.508957
#> 310      0.0000 -0.738254073 -0.139375552 0.03441532   -2245.275671
#> 311   1926.0000  1.467370419  0.368381337 0.05928872    1294.968233
#> 312   5310.0000  2.775943774  0.779702838 0.07312378    3274.372642
#> 313  12273.0000  2.328005882  0.579028018 0.05825893    6563.441432
#> 314   1835.0000  0.015285556  0.004232980 0.07122623      47.551007
#> 315   2014.0000 -0.160069546 -0.027947277 0.02958153    -488.176232
#> 316  14395.0000  2.551144274  0.574038827 0.04819062    8706.467790
#> 317   2009.0000  1.278345851  0.375708853 0.07951058    1247.797357
#> 318   3413.0000  4.447791640          NaN        NaN    2937.553883
#> 319   2123.0000 -1.085954836 -0.149556530 0.01861347   -8898.638331
#> 320   9687.0000  0.718088999  0.209687307 0.07856889    2236.323301
#> 321   3978.0000  1.614414824  0.420675021 0.06358183    2470.696725
#> 322  23850.0000  1.495532693  0.205056253 0.01845293   12140.130532
#> 323      0.0000 -0.985684580 -0.283364138 0.07633575    -978.020452
#> 324   1291.0000  1.255528921  1.669866307 0.63884930     722.777701
#> 325  25837.0000  4.240395573          NaN        NaN   17240.811856
#> 326   3302.0000 -0.897548325 -0.222165865 0.05773160   -3493.812914
#> 327    473.0000 -0.406311570 -0.076299443 0.03406226    -360.944176
#> 328      0.0000 -0.845577887 -0.193275635 0.04965123    -431.255814
#> 329      0.0000 -1.101754360 -0.350601616 0.09195313   -1755.520408
#> 330   1379.0000  2.159541938  0.393118488 0.03207491    1025.347524
#> 331    297.0000 -0.053177090 -0.017162514 0.09433645     -36.447539
#> 332      0.0000 -0.764977336 -0.181264707 0.05316243    -508.574788
#> 333   3258.0000  4.264586767  1.233922834 0.07725126    2349.158637
#> 334      0.0000 -0.764358000 -0.138738044 0.03189481    -387.093649
#> 335    331.0000 -0.921595218 -0.151066361 0.02616616    -809.751791
#> 336     85.0000 -0.174157406 -0.067291880 0.12990038     -69.903006
#> 337    405.0000  0.089448704  0.018061999 0.03917663      45.920236
#> 338   5225.0000  2.357078577  0.604570680 0.06172701    3431.152760
#> 339    607.0000 -0.403154325 -0.083672153 0.04129562   -1235.295447
#> 340      0.0000 -0.667280548 -0.264440189 0.13573313    -358.498668
#> 341    132.0000 -0.977744117 -0.152324669 0.02369600   -2945.085602
#> 342  32268.0000  0.141195532  0.018715399 0.01726602    1168.322983
#> 343  13906.0000  0.802902297  0.527024679 0.30111977    2867.372309
#> 344      0.0000 -0.808316350 -0.155824094 0.03583106    -409.711792
#> 345   1226.0000 -0.236834479 -0.079668886 0.10165543    -387.738707
#> 346   5188.0000  0.436917801  0.061271526 0.01928679    1323.260523
#> 347    649.6262  0.037590852          NaN        NaN      24.555249
#> 348    157.8905  0.132400575          NaN        NaN      50.509018
#> 349    527.7716 -0.126659183          NaN        NaN    -113.936086
#> 350   5115.0000 -0.211391220 -0.054591816 0.06252327    -947.981596
#> 351    594.0000 -0.183239926 -0.041344832 0.04844364    -164.225236
#> 352   8888.0000 -0.053763786 -0.020465365 0.12655896    -250.132631
#> 353     22.0000 -0.761710227 -0.146469105 0.03565694    -386.530859
#> 354   1127.0000  0.653141699  0.108065490 0.02664588     429.225901
#> 355    411.4245  0.044416531          NaN        NaN      22.336767
#> 356    354.0000 -0.781327358 -0.141142006 0.03160100    -513.447027
#> 357   1770.0000 -0.169303171 -0.045705700 0.06792963    -272.260813
#> 358  20207.0000  0.784912708  0.106839686 0.01819071    6462.901924
#> 359    598.8627  0.157377530          NaN        NaN      59.476275
#> 360    140.2717 -0.303227969          NaN        NaN    -161.641927
#> 361     14.0000 -0.738655858 -0.133343777 0.03155978    -374.257038
#> 362   2027.0000 -0.851104089 -0.242575756 0.07512948   -3758.722334
#> 363    744.0000 -0.290439089 -0.060325091 0.04135643    -193.262851
#> 364      0.0000 -0.862611729 -0.179458886 0.04148564    -568.712163
#> 365   1423.1362  0.114818750          NaN        NaN     102.744412
#> 366   8214.0000  0.258234429  0.063733457 0.05741523    1154.063900
#> 367   1025.0935  0.192810880          NaN        NaN     126.281312
#> 368   2327.0000  0.439700392  0.113400415 0.06236614     702.773104
#> 369    952.5067  0.163244246          NaN        NaN     106.615217
#> 370   1030.8378  0.195134425          NaN        NaN     127.837622
#> 371   1529.0000  2.573949999  1.131828531 0.16202816    1276.783789
#> 372    376.5033 -0.002701274          NaN        NaN      -1.357459
#> 373    731.0906  0.071518911          NaN        NaN      46.626551
#> 374    773.9438 -0.061780509          NaN        NaN     -54.361772
#> 375     22.0000 -0.545776990 -0.165613652 0.08431555    -370.464572
#> 376      0.0000 -0.535162480 -0.190939566 0.11292287    -209.783594
#> 377    147.0000 -0.478051206 -0.086059042 0.03139013    -243.504616
#> 378   1959.0000 -1.505091426 -0.318196213 0.04278332   -4519.652058
#> 379   2793.0000 -0.719020615 -0.110368625 0.02301943   -2174.604380
#> 380   4907.0000  0.312104589  0.043706047 0.01923307     946.121605
#> 381    772.3746  0.463205792          NaN        NaN     267.243469
#> 382   2105.0000  0.979568557  0.240969837 0.05706099     873.710566
#> 383   9559.0000  1.378234564  0.243031378 0.03015644    4126.429294
#> 384   3177.0000  0.509601414  0.108683246 0.04350572    1561.717884
#> 385      0.0000 -0.731655093 -0.154433778 0.04265221    -372.916356
#> 386  31866.0000 -1.971350586 -0.272370963 0.01873189  -15779.134057
#> 387  15689.0000  0.341871725  0.046697087 0.01831576    2827.840888
#> 388   4104.0000  4.044628386          NaN        NaN    2799.335065
#> 389   2090.0000  1.353980224  0.197712310 0.02087756    1174.907456
#> 390    891.0000  0.319752506  0.053691831 0.02742285     211.185037
#> 391      0.0000 -0.744106717 -0.145388967 0.03677235    -377.985899
#> 392      0.0000 -0.872609063 -0.179236994 0.04048263    -574.863063
#> 393   2304.7353  0.235256738          NaN        NaN     366.463996
#> 394   3622.0000  0.814036515  0.120812368 0.02155128    6711.396298
#> 395   5510.0000  0.856256149  0.133939030 0.02388407    2585.168843
#> 396   1045.2481  0.012918357          NaN        NaN      11.294544
#> 397    146.0000 -0.446769775 -0.085717810 0.03550382    -228.168554
#> 398      0.0000 -0.826231242 -0.172012610 0.04154228    -419.830971
#> 399      0.0000 -0.665170274 -0.219803668 0.09844557    -256.498421
#> 400    225.0000 -0.242401893 -0.061400598 0.06029284    -125.722192
#> 401   1766.0000 -1.673764712 -0.498267223 0.08140652   -6970.907938
#> 402    712.0000 -0.510753196 -0.095261274 0.03361707   -1557.200145
#> 403    997.0000 -0.036766242 -0.009208485 0.05902756     -24.722764
#> 404    591.0000 -1.085648590 -0.419563220 0.12994589    -746.738787
#> 405   1061.0000  0.311382052  0.057161514 0.03260064     206.221803
#> 406    595.0000 -0.592298810 -0.133621263 0.04842954    -394.093523
#> 407    629.0000 -0.737255545 -0.158736107 0.04430324   -1159.441533
#> 408    969.0000 -0.775482376 -0.258912291 0.10029133   -1255.565241
#> 409      0.0000 -0.979395732 -0.177976872 0.03196693    -640.599578
#> 410   8367.0000  4.251808201          NaN        NaN    6773.271341
#> 411   1913.0000 -0.841611700 -0.249092827 0.08054343   -3729.633832
#> 412  17871.0000  3.162197487  0.828082612 0.06417474   11010.594875
#> 413   1708.0000 -0.023470511 -0.004978743 0.04306047     -37.269996
#> 414  14343.0000  0.577798233  0.561906949 0.48605938    3466.401769
#> 415      0.0000 -0.813970876 -0.180511995 0.04687531    -538.773793
#> 416     24.0000 -0.835633792 -0.171258582 0.04030919    -550.941264
#> 417    530.0000 -0.024269663 -0.005045286 0.04142569     -16.169322
#> 418    653.0000  0.060743349  0.011145129 0.03256815      40.281930
#> 419   2742.0000  0.620609144  0.119424345 0.03570740     974.550287
#> 420      0.0000 -1.311806523 -0.277521024 0.04283880   -2017.178868
#> 421   4038.0000  1.632263344  0.395127743 0.05535577    2484.596526
#> 422   1667.0000  1.636601118  0.283985374 0.02922959    1044.279216
#> 423   1569.0000  1.590710464  0.306685888 0.03583892    1020.477941
#> 424   1048.0000  0.816267391  0.174272037 0.04359458     539.338094
#> 425   1525.8906  0.381514556          NaN        NaN     261.963224
#> 426    581.1183  0.538162807          NaN        NaN    4423.055422
#> 427   1267.9198 -0.213634505          NaN        NaN    -339.356204
#> 428  19083.0000  2.681453724          NaN        NaN   11634.094736
#> 
#> $aggregates
#>    strata  N AnImputed AestimateYHat AestimateOrig     Acoef AcoefB AnModel
#> 1      13 63         1   1935990.341       2033686 0.6059627      0      60
#> 2       3 35         3     68944.216         80875 0.5734599      0      30
#> 3       5 40         7     15536.409         13997 0.2934554      0      32
#> 4       1 21         0     18585.763         21086 0.2587717      0      20
#> 5       4 15         2      6267.037          6011 0.3114211      0      12
#> 6      10 21         0     50365.038         57945 0.2595681      0      20
#> 7      11 53         0    210856.185        219433 0.4932689      0      52
#> 8       8 23         0    133568.931        150654 0.4462994      0      22
#> 9       2 60         6     59596.401         61014 0.3027949      0      52
#> 10      7 31         0    125085.000        125085 0.3194187      0      31
#> 11      6 47         6     39141.026         38599 0.5222076      0      39
#> 12     12 19         0    140472.000        140472 0.8272207      0      19
#>    AsigmaHat AseEstimate AseRobust BnImputed    estimate BestimateYHat
#> 1   49.42685   1530.8812 2035.0264         0 2034267.118   1970543.017
#> 2   28.94997   2788.1226 2884.0368         0   85793.566     64097.492
#> 3   13.10330   1376.0699 1468.5026         0   16670.379     15267.550
#> 4   16.62183      0.0000    0.0000         0   21086.000     18496.453
#> 5   10.83400    569.9485  700.3329         0    6767.753      5430.122
#> 6   17.87921      0.0000    0.0000         0   57945.000     45632.163
#> 7   32.10537      0.0000    0.0000         0  219433.000    210240.422
#> 8   32.75132      0.0000    0.0000         0  150654.000    133413.188
#> 9   15.32818   2241.6697 2211.9606         0   66837.049     59673.410
#> 10  25.88260      0.0000    0.0000         0  125085.000    133481.826
#> 11  17.09308   1979.5587 2264.2091         0   44514.045     35654.587
#> 12  53.12696      0.0000    0.0000         0  140472.000    128837.905
#>    BestimateOrig       Bcoef      BcoefB BnModel BsigmaHat BseEstimate
#> 1    2034267.118 -4518.88103  0.70588517      58 8130.6633           0
#> 2      85793.566  1202.50248  0.18307262      29 1524.3632           0
#> 3      16670.379   256.81705  0.09434425      32  494.8233           0
#> 4      21086.000   978.64101 -0.02861212      20  952.8485           0
#> 5       6767.753   -47.29828  0.30508825      12  355.7871           0
#> 6      57945.000  2493.65434 -0.03470824      19 1341.0091           0
#> 7     219433.000 -2002.56734  0.74011910      52 2974.9111           0
#> 8     150654.000   287.03211  0.42372035      22 3760.1749           0
#> 9      66837.049   241.65814  0.22951779      52  865.7626           0
#> 10    125085.000 -2208.09044  0.51565781      30 2944.0026           0
#> 11     44514.045   151.44923  0.38072489      38  643.1724           0
#> 12    140472.000  2151.41245  0.51799089      18 4210.4138           0
#>    BseRobust nImputed  seRobust seEstimate         cv
#> 1          0        1 2035.0264  1530.8812 0.07525468
#> 2          0        3 2884.0368  2788.1226 3.24980390
#> 3          0        7 1468.5026  1376.0699 8.25458104
#> 4          0        0    0.0000     0.0000 0.00000000
#> 5          0        2  700.3329   569.9485 8.42153244
#> 6          0        0    0.0000     0.0000 0.00000000
#> 7          0        0    0.0000     0.0000 0.00000000
#> 8          0        0    0.0000     0.0000 0.00000000
#> 9          0        6 2211.9606  2241.6697 3.35393273
#> 10         0        0    0.0000     0.0000 0.00000000
#> 11         0        6 2264.2091  1979.5587 4.44704297
#> 12         0        0    0.0000     0.0000 0.00000000
#> 
#> $total
#>   Ntotal nImputedTotal AnImputedTotal BnImputedTotal estimateTotal   cvTotal
#> 1    428            25             25              0       2969525 0.1553433
#> 
ImputeRegression2(w, strataName = names(w)[2],method1="ratio2",method2="ratio") # ratio2 needed since x1=0
#> $micro
#>       id     x1     x2      y strata Acategory123        AyHat       ArStud
#> 1    101   9020  30544   2792     13            1  11619.46032 -0.930831718
#> 2    104  12815  32182  11319     13            1  16508.13570 -0.531432019
#> 3    105  31417  54678  32854     13            1  40471.01829 -0.606291483
#> 4    106  38167  78967  42362     13            1  49166.29070 -0.450160177
#> 5    111   2790   4511   3278      3            1   2047.86433  0.780722190
#> 6    118   1025   1404    853      5            1    432.85127  1.592697502
#> 7    119   1900   3610   1531      1            1   1680.25981 -0.250985048
#> 8    121      0    672    103      4            1      0.00000  0.331382297
#> 9    122   3169   5343   2226     10            1   2240.09776 -0.016277845
#> 10   123   2537   5736   2512     11            1   1940.24915  0.247880291
#> 11   124   7549  15615   6721      8            1   6710.91606  0.002295610
#> 12   125   4150  11396  10538     10            2   2933.54551  5.726162645
#> 13   127      0   3742      0      2            1      0.00000  0.000000000
#> 14   128      0   8084    474     11            1      0.00000  0.172516215
#> 15   135   3520   7357   1507      7            1   3182.59562 -0.998997084
#> 16   136   7946  15458   5491      7            1   7184.34794 -0.703886743
#> 17   137   1298   5186    331      1            1   1147.88275 -1.148702601
#> 18   138    500   5382    811      1            1    442.17363  0.481173842
#> 19   211  11929  16732   9867      7            1  10785.56338 -0.379439159
#> 20   213  21799  30261  22914     13            1  28081.22124 -0.551305562
#> 21   214   6209  18992   9635      7            1   5613.84550  1.536804573
#> 22   215   4350  15695   7751      8            1   3867.06648  0.885693894
#> 23   216  13678  18623  10648      7            1  12366.91558 -0.687812593
#> 24   217  11582  26792  14146     13            1  14919.79928 -0.086625051
#> 25   219  74171 122348  97383     13            1  95546.22967  0.100018675
#> 26   220  38503  60106  53067     13            1  49599.12204  0.264225147
#> 27   221     NA  15914      0      7            0           NA           NA
#> 28   226   2658  17443   4400      7            1   2403.22135  0.758427503
#> 29   227   1470  11374   1353      7            1   1329.09533  0.011091939
#> 30   228   7754  17426  11010      7            1   7010.75182  1.623650027
#> 31   229   7585  10870   2809      7            1   6857.95106 -2.201626896
#> 32   230  22511  36368  23871     13            1  28998.41146 -0.497923049
#> 33   231  25607  52522  41227     13            1  32986.64307  0.666172089
#> 34   233   9175  22857   9878     13            1  11819.12954 -0.235082186
#> 35   234     NA   6323    400      7            0           NA           NA
#> 36   235  20951  34189  23717     13            1  26988.83739 -0.326931656
#> 37   236   3425  20783    112      7            1   3096.70170 -1.051102587
#> 38   237  10788  23811  13445     13            1  13896.97760 -0.053663510
#> 39   238   3320  12267   4830      7            1   3001.76632  0.833472543
#> 40   239   1989   2837   1245      2            1   1020.29780  0.418905237
#> 41   301 180117 658390 455113     13            2 232024.64912  4.844957588
#> 42   402   9400  17835  10354      8            1   8356.41953  0.432157086
#> 43   403  20296  30120  23153     13            1  26145.07392 -0.318769086
#> 44   412   6698  33597   7146     13            1   8628.28661 -0.147698844
#> 45   415   3020   7588   3649      7            1   2730.52237  0.529248397
#> 46   417   3168  20119    616     10            1   2239.39088 -0.960481911
#> 47   418   2862   5131   2657     10            1   2023.08608  0.754704154
#> 48   419   3194   7901   2904      7            1   2887.84386  0.009077316
#> 49   420   3405   6142   1440     11            1   2604.07897 -0.489741556
#> 50   423   2958   4763   1537      2            1   1517.36596  0.028276441
#> 51   425   3700   7456   1500     11            1   2829.68934 -0.507768887
#> 52   426   1315   3760     NA      2            3    674.55586           NA
#> 53   427   7213  21030   7919     13            1   9291.70369 -0.173078449
#> 54   428     NA   6525     10     11            0           NA           NA
#> 55   429   1668   4429      0      2            1    855.63436 -1.294239288
#> 56   430   2092   2600    309      2            1   1073.13374 -1.533111675
#> 57   432     NA   1881    742      3            0           NA           NA
#> 58   434     NA   1305    409      6            0           NA           NA
#> 59   436   1080   1620    569      5            1    456.07743  0.371695680
#> 60   437   2450   5580   1909     12            1   2309.79800 -0.161045319
#> 61   438     NA   2426    830      2            0           NA           NA
#> 62   439   1182   1592      0      2            1    606.33082 -1.546276449
#> 63   441   2852   1956   1828      5            1   1204.38226  2.232750525
#> 64   501  19444  27476  20635     13            1  25047.53731 -0.492883089
#> 65   502   9415  30137   7666     13            1  12128.29478 -0.471034018
#> 66   511   1780   2701   1256      2            1    913.08702  0.656301185
#> 67   512    748   2055    742      5            1    315.87585  1.295923300
#> 68   513   3100   2204   3199      3            1   2275.40481  0.858340816
#> 69   514   2030   2347     NA      3            3   1490.02315           NA
#> 70   515   2400   3664   1721      2            1   1231.12857  0.809696893
#> 71   516   4088   5741   7149     12            1   3854.06296  1.406318585
#> 72   517   5900   5935   4099     11            1   4512.20733 -0.178359781
#> 73   519     NA   3154      0      2            0           NA           NA
#> 74   520   1990   4462   1576      2            1   1020.81077  0.827725851
#> 75   521   2468   5072   1535     11            1   1887.47927 -0.162479878
#> 76   522   2547   6227   5721     11            1   1947.89696  1.615431346
#> 77   528   1405  14906    824     10            1    993.16420 -0.112142580
#> 78   529   9760  13180   1803      7            2   8824.46966 -2.915774528
#> 79   532   2213   6629   3715      7            1   2000.87616  1.071312981
#> 80   533     NA   9044   1433      7            0           NA           NA
#> 81   534   2773  13695   3384     10            1   1960.17390  1.026515662
#> 82   536   2555   5758   1961     10            1   1806.07440  0.169309662
#> 83   538   2587   6751    445     11            1   1978.48819 -0.614855650
#> 84   540      0   3058      0      2            1      0.00000  0.000000000
#> 85   541   3100   1321   1097      6            1   1485.28368 -0.563077751
#> 86   542   5988   6458   5303     11            1   4579.50804  0.299321561
#> 87   543    627   2168    801      2            1    321.63234  1.024873159
#> 88   544      0   3220      0      2            1      0.00000  0.000000000
#> 89   545      0   1590    140      6            1      0.00000  0.176892586
#> 90   602  32524  67895  56116     13            1  41897.04297  1.019521167
#> 91   604   6587  27013      0     13            1   8485.29769 -0.950828953
#> 92   605   8718  29801  15997     13            1  11230.42739  0.505957385
#> 93   612   1548   6767   2624      8            1   1376.14228  0.423291881
#> 94   615   2570   1074   1145      5            1   1085.29537  0.259952623
#> 95   616   2915   3422   1726      2            1   1495.30824  0.394648942
#> 96   617   5800   4578   2957      2            1   2975.22738 -0.027935540
#> 97   618   2795   2422   1291      2            1   1433.75182 -0.291625268
#> 98   619   2295   4711    690      3            1   1684.53356 -0.611605045
#> 99   620   3090   4497   1208      3            1   2268.06479 -0.673545146
#> 100  621     NA   3512    106      2            0           NA           NA
#> 101  622      0   2275    260      1            1      0.00000  0.521058767
#> 102  623   4507  13794   3835     10            1   3185.90111  0.464831855
#> 103  624   6000  18205   7781      7            1   5424.87889  0.891570955
#> 104  625     NA  24431   5406     13            0           NA           NA
#> 105  626   7678  25731  20942     13            1   9890.71135  1.278048470
#> 106  627     NA  21492   4783     13            0           NA           NA
#> 107  628     NA   9413     16      7            0           NA           NA
#> 108  631     NA   2699   1216      1            0           NA           NA
#> 109  632     NA   1404    304      6            0           NA           NA
#> 110  633   2119   2548   1873      6            1   1015.26326  0.873892927
#> 111  701   8577  27178   2934     13            1  11048.79282 -0.906795824
#> 112  702   3099  10741   2043      7            1   2801.94995 -0.365521553
#> 113  704  29223  42276  29885     13            1  37644.73271 -0.704709182
#> 114  706   8211  45820  20503     13            1  10577.31582  0.852507227
#> 115  709  13787  43867  14068     13            1  17760.25493 -0.323115186
#> 116  711   3855   6604    781      7            1   3485.48469 -1.783133378
#> 117  713   5900   9297   2501     10            1   4170.58277 -1.662911872
#> 118  714   2027   3163   2201      2            1   1039.79067  2.166648165
#> 119  716   8200   9361   3876      8            1   7289.64256 -1.065769299
#> 120  719   3240   5937   1232     10            1   2290.28613 -1.207462490
#> 121  720   4608  11657   2907      7            1   4166.30699 -0.589334057
#> 122  722   8382  21621   7164     13            1  10797.59606 -0.452897475
#> 123  723   1831   4971   1143      1            1   1619.23985 -0.677983916
#> 124  728    744   2474      0      1            1    657.95437 -1.355055418
#> 125  805  19328  35955  12781     13            1  24898.10744 -1.192166149
#> 126  806   9200  53952  72675     13            2  11851.33425  4.812791683
#> 127  807   5450  12717   9812     11            1   4168.05592  1.702204516
#> 128  811      0   2335    106      1            1      0.00000  0.207873297
#> 129  814   3317  14088   6103      8            1   2948.74932  0.752188485
#> 130  815   5716  10607   4926     11            1   4371.48764  0.177671755
#> 131  817   2743   4136   1600      2            1   1407.07736  0.298466111
#> 132  819   5575   6534   2033     11            1   4263.65353 -0.923533962
#> 133  821      0   6101    265     11            1      0.00000  0.110999766
#> 134  822    540   4338    447      1            1    477.54752 -0.044057741
#> 135  826   4697   5940   3801     12            1   4428.21275 -0.247929575
#> 136  827     NA   1613      0      5            0           NA           NA
#> 137  828   1025   2991   1015      2            1    525.79449  0.888568835
#> 138  829   2700   2448   2806      2            1   1385.01964  3.255696148
#> 139  830      0   1443    377      5            1      0.00000  1.371161178
#> 140  831   1150   1323   1587      6            1    550.99233  1.489854702
#> 141  833   2100   2246   2287      3            1   1541.40326  0.669439240
#> 142  834  12410   3727      0      3            2   9108.95925 -4.986281801
#> 143  901   5494   6920   2037     11            1   4201.70628 -0.868956874
#> 144  904  10391  22550   8696     13            1  13385.56676 -0.573823942
#> 145  906  65832  44313  23978     13            2  84804.02572 -4.894920338
#> 146  911    546   2473      0      2            1    280.08175 -0.555068439
#> 147  912   2000   2036   2438      1            1   1768.69454  1.789604153
#> 148  914      0   6014    370     10            1      0.00000  0.386616681
#> 149  919   9886   5618  11348     11            1   7560.62400  1.800481340
#> 150  926   9036  10577   4156     11            1   6910.56024 -0.903403110
#> 151  928   2341   5147    387      2            1   1200.86333 -1.140169791
#> 152  929   2835   1847   1072      6            1   1358.31588 -0.344262352
#> 153  935   1916   1317     NA      5            3    809.11515           NA
#> 154  937    275   3582   1088      1            1    243.19550  1.439728373
#> 155  938     NA   1204    784      6            0           NA           NA
#> 156  940   3000   1242   3053      6            1   1437.37130  2.647428012
#> 157  941      0    945   4103     13            1      0.00000  2.579859611
#> 158 1001  61868  88447  78937     13            1  79697.64648 -0.048629362
#> 159 1002   9039  15529  14448      8            1   8035.49746  1.588340008
#> 160 1003  12099   9705  11708     11            1   9253.08414  0.857667303
#> 161 1004   5010   9096   6981     11            1   3831.55232  1.103667104
#> 162 1014   7426  14308   6404      8            1   6601.57142 -0.047063086
#> 163 1017   3800   6419   3191     10            1   2686.13805  0.541774624
#> 164 1018   2606  11260   1007      7            1   2356.20573 -0.636664569
#> 165 1021   2003   2290   1879      4            1   1010.27376  1.928111463
#> 166 1026   1355    942    696      6            1    649.21270  0.077593263
#> 167 1027    440   1750    455      4            1    221.92734  0.469556516
#> 168 1029   2220   4943   1512      2            1   1138.79393  0.526267645
#> 169 1032   1200   8497   8749     11            1    917.73708  3.070067319
#> 170 1034     NA   1702     45      5            0           NA           NA
#> 171 1037   3895   5981    863     12            1   3672.10744 -1.147911698
#> 172 1046   1400   1832    739     13            1   1803.46391 -0.454882794
#> 173 1101   4631  14942   5848     10            1   3273.55403  1.957028304
#> 174 1102  26391  74820  47888     13            1  33996.58286  0.941913860
#> 175 1103  60935 132644 138672     13            1  78495.76661  3.411580871
#> 176 1106  13610  36951  28370     13            1  17532.24557  1.043399357
#> 177 1111    612   3313      0      1            1    541.22053 -0.924587307
#> 178 1112     NA   3243   5084      2            0           NA           NA
#> 179 1114     NA   2825    566      2            0           NA           NA
#> 180 1119      0  18591      0      7            1      0.00000  0.000000000
#> 181 1120   7170  18970   7220      7            1   6482.73027  0.270990682
#> 182 1121   6580  18572   6665      8            1   5849.49367  0.168686366
#> 183 1122   4195  11853   5484      8            1   3729.27446  0.453836251
#> 184 1124  22700  26096  22687     13            1  29241.87908 -0.757894111
#> 185 1127   6432  10737  11144      8            1   5717.92451  1.600416276
#> 186 1129     89   1238   1386     13            1    114.64878  0.661656780
#> 187 1130   4168  12464   2357      8            1   3705.27198 -0.338929323
#> 188 1133   1790   2737   2196      3            1   1313.86278  0.714158954
#> 189 1134   2803   3903   4214     13            1   3610.79238  0.176470710
#> 190 1135   5988   4710   7117      3            1   4395.20129  1.883349910
#> 191 1141     NA   3221      0      2            0           NA           NA
#> 192 1142   4050   4856   1491      2            1   2077.52946 -0.854330146
#> 193 1144     NA    524    178      4            0           NA           NA
#> 194 1145     NA    865     15      5            0           NA           NA
#> 195 1146   8550  10925   5125     12            1   8060.72365 -0.891729213
#> 196 1149   8354  42187  13044     13            1  10761.52678  0.203056898
#> 197 1151    450    200    563      4            1    226.97114  2.818263378
#> 198 1160  10516   8788   2689     11            1   8042.43597 -2.024909757
#> 199 1201  94310 277391 205308     13            1 121489.05799  3.276304402
#> 200 1211    651   4106    674      1            1    575.71007  0.146134773
#> 201 1216   1900   5593   1531     11            1   1453.08371  0.034141433
#> 202 1219   2975  11778    262     11            1   2275.22319 -0.610696986
#> 203 1221  11300  18775   6421      8            1  10045.48305 -0.785089837
#> 204 1222    497   3140      0      3            1    364.79877 -0.270820594
#> 205 1223   2200   2797    169      2            1   1128.53452 -1.884161148
#> 206 1224     NA  13271    829     11            0           NA           NA
#> 207 1227      0   1104      0      6            1      0.00000  0.000000000
#> 208 1228   6398   6930   6358     12            1   6031.87250  0.120543890
#> 209 1231    600   3401   1092      2            1    307.78214  1.351129118
#> 210 1232   2207    925   1371     13            1   2843.03203 -0.893564783
#> 211 1233     NA   1116    633      6            0           NA           NA
#> 212 1234     NA    920     25      5            0           NA           NA
#> 213 1235  11331  14425   8113     11            1   8665.73241 -0.154329801
#> 214 1238   7310   8475   5161     11            1   5590.54840 -0.155336762
#> 215 1241     NA   3876   1435      2            0           NA           NA
#> 216 1242    440   2443    572      3            1    322.96068  0.209464830
#> 217 1243  12075  19742   2162      8            1  10734.44317 -1.983234207
#> 218 1244   3200   5118   2002      3            1   2348.80496 -0.204458045
#> 219 1245   3658   6975      0      8            1   3251.89177 -1.133911791
#> 220 1246     NA  24870   7228     13            0           NA           NA
#> 221 1247  10257  28380   9927     13            1  13212.94951 -0.357379892
#> 222 1251   4911   4125   4074      3            1   3604.68162  0.318098536
#> 223 1252   2520    381      0     13            1   3246.23503 -3.393523831
#> 224 1253   1874   7957    846     10            1   1324.69019 -0.439945621
#> 225 1256     NA   7812      0      8            0           NA           NA
#> 226 1259   1121   4852   2720      3            1    822.81574  1.167209525
#> 227 1260   3956   5077   2169     10            1   2796.41109 -0.781316074
#> 228 1263  11486  15607   8647     12            1  10828.71015 -0.550419006
#> 229 1264   2248   2858   4004      2            2   1153.15710  5.232150100
#> 230 1265   1471    576   1303      5            2    621.19435  3.655284913
#> 231 1266   2700   1701   1542      6            1   1293.63417  0.310965892
#> 232 1401   4017  11923  14126     11            2   3072.12489  3.337741079
#> 233 1411      0   2370      0      5            1      0.00000  0.000000000
#> 234 1412   1019    785    658      5            1    430.31750  1.122245294
#> 235 1413   1568   1395    387      4            1    790.86832 -1.021054899
#> 236 1416     NA   4161  12094      3            0           NA           NA
#> 237 1417   2019   2689      0      3            1   1481.94913 -1.241038588
#> 238 1418   2645   1294   1048      5            1   1116.96741 -0.270575883
#> 239 1419     NA   2298   2397      2            0           NA           NA
#> 240 1420     NA   7839    397      8            0           NA           NA
#> 241 1421   2570   1764      0     13            1   3310.64446 -1.471209829
#> 242 1422   3726   2172      0      6            1   1785.21515 -2.132334542
#> 243 1424   5950   5359   8456     12            1   5609.50944  1.267311819
#> 244 1426   2999   5093  11700     12            2   2827.38131  3.804400096
#> 245 1428     NA   3023      0      1            0           NA           NA
#> 246 1429   2277   2830   1079      2            1   1168.03323 -0.166399514
#> 247 1430     NA   2942    285      2            0           NA           NA
#> 248 1431      0   3020     NA      2            3      0.00000           NA
#> 249 1432  11500  12900   5772      8            1  10223.27921 -1.226521551
#> 250 1433   1200   2840     94      2            1    615.56429 -0.975323933
#> 251 1438   3506   3846    758      6            1   1679.80792 -0.768546193
#> 252 1439     NA   6046   1895     11            0           NA           NA
#> 253 1441     NA   2774      0      1            0           NA           NA
#> 254 1443   2800   6015   3038     11            1   2141.38653  0.380153468
#> 255 1444   2500   1200      0      4            2   1260.95077 -2.675127749
#> 256 1445   6639   5784   8526     11            1   5077.38041  1.556845149
#> 257 1449   1307   7168   2281     10            1    923.89012  1.374674009
#> 258 1502  18879  26732  24205     13            1  24319.71080 -0.012956011
#> 259 1504  15204  46747  22851     13            1  19585.61804  0.276903077
#> 260 1505   9913  24526   7486     13            1  12769.81266 -0.619807410
#> 261 1511   1856   3256   1064      2            1    952.07276  0.193944585
#> 262 1514     NA   2559    405      1            0           NA           NA
#> 263 1515     NA   8972   3423      8            0           NA           NA
#> 264 1516  11028   8430   5817     11            1   8434.00379 -0.981671739
#> 265 1517     NA   5189   1780     10            0           NA           NA
#> 266 1519   2000   9037    932     11            1   1529.56181 -0.205976258
#> 267 1520   2350  10677   3974     10            1   1661.16432  2.054143329
#> 268 1523   2262   2310   3098      1            2   2000.39352  1.994691067
#> 269 1524    880   1652    601      6            1    421.62891  0.222970760
#> 270 1525     NA   4598    461      2            0           NA           NA
#> 271 1526   2450   1020     NA      5            3   1034.62010           NA
#> 272 1528   3045   7675   3714      7            1   2753.12604  0.550823553
#> 273 1529   2470   4620   3436      1            1   2184.33775  2.231504291
#> 274 1531   3000   8952   2024      7            1   2712.43945 -0.363511513
#> 275 1532   6968   8094   2111     11            1   5328.99333 -1.209505883
#> 276 1534      0   9200   1115     10            1      0.00000  0.964481071
#> 277 1535   6015   6611   2432     11            1   4600.15713 -0.893631744
#> 278 1539   4844   7492   3288     11            1   3704.59869 -0.158837056
#> 279 1543     NA   2970    554      2            0           NA           NA
#> 280 1545      0   2088      0      4            1      0.00000  0.000000000
#> 281 1546   3118   1270      0      5            2   1316.71244 -4.551265414
#> 282 1547      0   3518   1770     13            1      0.00000  0.545747008
#> 283 1548   3000   9717   1287     10            1   2120.63531 -0.707997691
#> 284 1551   6287   3467   2093      1            2   5559.89127 -3.766176135
#> 285 1554   1825   5826   1862     11            1   1395.72515  0.200236242
#> 286 1557   3745   2593   1061      2            1   1921.07354 -1.796565792
#> 287 1560   1500   3103    980      2            1    769.45536  0.373306637
#> 288 1563   5193   7160   7244     12            1   4895.82899  0.866127925
#> 289 1566   2100   5969   5687     11            1   1606.03990  1.795075122
#> 290 1567      0   2036      0      2            1      0.00000  0.000000000
#> 291 1571   1715   1547    958      5            1    724.23407  0.812671216
#> 292 1573   1890   2141   1105      6            1    905.54392  0.219213520
#> 293 1576   3730   3536   1765      3            1   2737.82579 -0.707680972
#> 294 1601  42752 187353  77340     13            1  55072.63500  0.954751956
#> 295 1612   5078   4260   3297      2            1   2604.86287  1.105759022
#> 296 1613    342    978     NA      5            3    144.42452           NA
#> 297 1617     NA   4622     14      3            0           NA           NA
#> 298 1620   2044   4799   3938      3            1   1500.29917  1.548091657
#> 299 1621   3545   5209   5014      8            1   3151.43694  0.738891488
#> 300 1622   3300   1733   1070      4            1   1664.45502 -2.015014271
#> 301 1624    920   6644    388     11            1    703.59843 -0.126725645
#> 302 1627   3179   4779   2042      2            1   1630.73239  0.595269594
#> 303 1630     NA   3272      2      2            0           NA           NA
#> 304 1632     NA    961      0      5            0           NA           NA
#> 305 1633   1082    976    564      5            1    456.92202  0.457967446
#> 306 1634   2885   6886   5541     11            1   2206.39290  1.346352731
#> 307 1635   3842   2562   1462      2            1   1970.83165 -1.044067106
#> 308 1636      0   3954      0      2            1      0.00000  0.000000000
#> 309 1638   4098  11779   7918      7            1   3705.19228  2.113679158
#> 310 1640    382   5635      0     11            1    292.14630 -0.127344463
#> 311 1644      0   2031   1926      2            2      0.00000  4.246056393
#> 312 1648   3715   6298   5310     10            2   2626.05339  2.679584827
#> 313 1653   9611  16096  12273      7            1   8689.75184  1.536812911
#> 314 1657   2500   7755   1835      7            1   2260.36620 -0.240542799
#> 315 1662   2549   6067   2014     11            1   1949.42652  0.027198219
#> 316 1663   7560  13738  14395      8            1   6720.69485  2.098040566
#> 317 1664   3236   4132   2009      1            1   2861.74776 -1.651576912
#> 318 1665   3000    851   3413      6            2   1437.37130  3.279973488
#> 319 1702      0  21781   2123     13            1      0.00000  0.262518344
#> 320 1703  11596  13010   9687     11            1   8868.39935  0.241751604
#> 321 1711     NA   2523   3978      3            0           NA           NA
#> 322 1714  20710  23308  23850     13            1  26678.38396 -0.344140938
#> 323 1717    200   2631      0      1            1    176.86945 -0.327860580
#> 324 1718   2225   3531   1291      4            1   1122.24619  0.250610372
#> 325 1719  13987  19610  25837      8            2  12434.17446  2.549344153
#> 326 1721    500  14885   3302      8            1    444.49040  0.656733863
#> 327 1724      0   2527    473      2            1      0.00000  0.933305533
#> 328 1725     NA   1622      0      5            0           NA           NA
#> 329 1736      0   2139      0      3            1      0.00000  0.000000000
#> 330 1738   4410   1375   1379      5            1   1862.31618 -2.521588279
#> 331 1739   1586    469    297      6            1    759.89029 -1.130144566
#> 332 1740   2412    867      0      6            1   1155.64652 -2.196967538
#> 333 1742   2841   2466   3258      6            1   1361.19062  2.083162817
#> 334 1743     NA   1250      0      5            0           NA           NA
#> 335 1744   1916   3825    331      2            1    982.85098 -1.056019254
#> 336 1748    288    633     85      4            1    145.26153 -0.200040066
#> 337 1749   1768   1103    405      5            1    746.61565 -1.489598225
#> 338 1750   4056   4387   5225      3            1   2977.11029  1.524154914
#> 339 1751     NA   5126    607     11            0           NA           NA
#> 340 1755     NA    562      0      5            0           NA           NA
#> 341 1756    800   6769    132     11            1    611.82472 -0.190910291
#> 342 1804  15263  50488  32268     13            1  19661.62117  1.037799444
#> 343 1805  10530  18787  13906     11            1   8053.14290  1.454069857
#> 344 1811      0   1465      0      5            1      0.00000  0.000000000
#> 345 1812   2200   2031   1226      3            1   1614.80341 -0.365695986
#> 346 1813   2920   7962   5188     11            1   2233.16024  1.101630597
#> 347 1815      0   1244     NA      6            3      0.00000           NA
#> 348 1816    112    507     NA      4            3     56.49059           NA
#> 349 1818     NA   1743     NA      2            0           NA           NA
#> 350 1820   5845   7437   5115     12            1   5510.51810 -0.140164085
#> 351 1822    900   2216    594      2            1    461.67321  0.276685866
#> 352 1824  11200  13427   8888     12            1  10559.07659 -0.455242526
#> 353 1825     NA   1462     22      5            0           NA           NA
#> 354 1826   1955   1465   1127      6            1    936.68696  0.254236992
#> 355 1827     NA   1402     NA      5            0           NA           NA
#> 356 1828      0   1838    354      6            1      0.00000  0.416913167
#> 357 1832   3716   4486   1770      3            1   2727.54976 -0.612584722
#> 358 1833  10751  26039  20207     13            1  13849.31463  0.725017329
#> 359 1834   1260   1923     NA      4            3    635.51919           NA
#> 360 1835   1770    478     NA      5            3    747.46024           NA
#> 361 1836      0   1268     14      5            1      0.00000  0.051387773
#> 362 1837   2315   6471   2027     12            1   2182.52342 -0.057909908
#> 363 1838      0   2043    744      6            1      0.00000  0.837687768
#> 364 1839      0   1034      0      6            1      0.00000  0.000000000
#> 365 1840     NA   4700     NA      2            0           NA           NA
#> 366 1841   6132   9604   8214     12            1   5781.09443  0.771347150
#> 367 1845     NA   1963     NA      6            0           NA           NA
#> 368 1848   5800   2543   2327      3            1   4257.20900 -1.913824190
#> 369 1849     NA   1824     NA      6            0           NA           NA
#> 370 1850     NA   1974     NA      6            0           NA           NA
#> 371 1851     NA   2144   1529      5            0           NA           NA
#> 372 1852     NA   1283     NA      5            0           NA           NA
#> 373 1853     NA   1400     NA      6            0           NA           NA
#> 374 1854    950   2556     NA      2            3    487.32173           NA
#> 375 1856   1850    551     22      6            1    886.37897 -2.036832640
#> 376 1857    320    765      0      4            1    161.40170 -0.492861759
#> 377 1859    500   1336    147      5            1    211.14696 -0.230298035
#> 378 1860  11380  11198   1959     11            1   8703.20667 -2.279266169
#> 379 1865  18065   9350   2793     11            2  13815.76700 -3.461108912
#> 380 1866   5210   8082   4907     11            1   3984.50850  0.339201864
#> 381 1867     NA   2632     NA      5            0           NA           NA
#> 382 1868   3321   4529   2105      2            1   1703.57416  0.598295684
#> 383 1870     NA  10214   9559     11            0           NA           NA
#> 384 1871     NA   4980   3177     11            0           NA           NA
#> 385 1874     NA   1062      0      5            0           NA           NA
#> 386 1902  31859  73480  31866     13            1  41040.39761 -0.627552941
#> 387 1903  14981  24695  15689     13            1  19298.35201 -0.423144184
#> 388 1911   3750   3029   4104      6            1   1796.71412  2.338658243
#> 389 1913   4000   3041   2090      2            1   2051.88095  0.070513248
#> 390 1917   1500   1403    891      6            1    718.68565  0.233889425
#> 391 1919     NA   1137      0      5            0           NA           NA
#> 392 1920     NA   1051      0      6            0           NA           NA
#> 393 1922   5030   4019     NA      3            3   3692.02780           NA
#> 394 1923   2164   2230   3622     13            1   2787.63993  0.323173344
#> 395 1924   5475   6741   5510     11            1   4187.17544  0.535249078
#> 396 1925   3650   3452     NA      2            3   1872.34137           NA
#> 397 1926      0   1158    146      5            1      0.00000  0.566322488
#> 398 1927      0   1543      0      5            1      0.00000  0.000000000
#> 399 1928      0    913      0      4            1      0.00000  0.000000000
#> 400 1929     NA    915    225      5            0           NA           NA
#> 401 1931   5837  11618   1766     12            1   5502.97590 -1.093550126
#> 402 1933   1800   5701    712     11            1   1376.60562 -0.288661247
#> 403 1936   1898   2282    997      6            1    909.37691  0.093178663
#> 404 1938   2500   2861    591      6            1   1197.80942 -0.581097902
#> 405 1939   1200   1865   1061      6            1    574.94852  0.571969546
#> 406 1940      0   2150    595      6            1      0.00000  0.650335437
#> 407 1941   2023   2920    629      3            1   1484.88514 -0.671123162
#> 408 1942   2560   4895    969      3            1   1879.04397 -0.549050871
#> 409 1943      0   1231      0      6            1      0.00000  0.000000000
#> 410 2002   3910   2137   8367      3            2   2869.94606  4.798480742
#> 411 2003     NA   6160   1913     12            0           NA           NA
#> 412 2004  19291  10455  17871     12            1  18187.06665 -0.115181081
#> 413 2011     NA   2956   1708      3            0           NA           NA
#> 414 2012   2649  20097  14343     12            1   2497.41017  3.351563091
#> 415 2014      0    951      0      6            1      0.00000  0.000000000
#> 416 2015      0   1054     24      6            1      0.00000  0.037228403
#> 417 2017   1600   1035    530      6            1    766.59803 -0.376191103
#> 418 2018   1572   1215    653      6            1    753.18256 -0.146396141
#> 419 2019     NA   3276   2742      3            0           NA           NA
#> 420 2020   3790   3978      0      3            1   2781.86588 -2.054371747
#> 421 2021   3262   2668   4038      3            1   2394.31306  1.422982803
#> 422 2022   2011   1318   1667      6            1    963.51789  1.007504066
#> 423 2023   2904   1139   1569      6            1   1391.37542  0.276609253
#> 424 2024   1820   1000   1048      6            1    872.00525  0.285759216
#> 425 2025   2450   2922     NA      6            3   1173.85323           NA
#> 426 2027    400    959     NA     13            3    515.27540           NA
#> 427 2028     NA   2211     NA      3            0           NA           NA
#> 428 2030     NA  10227  19083     12            0           NA           NA
#>           Adffits         Ahii AleaveOutResid Bcategory123        ByHat
#> 1   -0.0654275624 4.916304e-03  -8.871073e+03            1  18508.52576
#> 2   -0.0518191718 9.418370e-03  -5.238474e+03            1  19501.09272
#> 3   -0.1125572986 3.331719e-02  -7.879543e+03            1  33132.83040
#> 4   -0.0845142858 3.404725e-02  -7.044124e+03            1  47851.05926
#> 5    0.1265137967 2.558737e-02   1.262438e+03            1   2586.87759
#> 6    0.2226377515 1.916579e-02   4.283586e+02            1    412.01137
#> 7   -0.0922093432 1.189235e-01  -1.694062e+02            1    934.16598
#> 8    0.0000000000 0.000000e+00   1.030000e+02            1    209.27495
#> 9   -0.0050154740 8.670446e-02  -1.543614e+01            1   1386.87240
#> 10   0.0193204461 6.038373e-03   5.752243e+02            1   2829.39052
#> 11   0.0005414456 5.269887e-02   1.064491e+01            1   6968.96516
#> 12            NaN          NaN   7.604454e+03            2   2958.03815
#> 13   0.0000000000 0.000000e+00  -6.978209e-13            1   1133.05863
#> 14   0.0000000000 0.000000e+00   4.740000e+02            1   3987.58594
#> 15  -0.1685857808 2.768970e-02  -1.723314e+03            1   2349.96334
#> 16  -0.1888586151 6.715488e-02  -1.815251e+03            1   4937.57420
#> 17  -0.2302798002 3.863533e-02  -8.497116e+02            1   1341.99025
#> 18   0.0358621998 5.524132e-03   3.708751e+02            1   1392.70951
#> 19  -0.1529841623 1.398279e-01  -1.067883e+03            1   5344.51361
#> 20  -0.0952466376 2.898287e-02  -5.321452e+03            1  18337.03831
#> 21   0.2855568368 3.337385e-02   4.159989e+03            1   6066.39987
#> 22   0.1178930336 1.740931e-02   3.952748e+03            1   7004.66911
#> 23  -0.3059395134 1.651693e-01  -2.058999e+03            1   5948.53437
#> 24  -0.0083659690 9.240885e-03  -7.810166e+02            1  16234.95358
#> 25   0.0300888385 8.298947e-02   2.002998e+03            1  74138.32865
#> 26   0.0577035682 4.552216e-02   3.633272e+03            1  36421.99612
#> 27            NaN          NaN             NA            1   5083.22912
#> 28   0.0620977983 6.659207e-03   2.010165e+03            1   5571.62031
#> 29   0.0006208897 3.123598e-03   2.397957e+01            1   3633.06824
#> 30   0.3981690297 5.672672e-02   4.239756e+03            1   5566.19019
#> 31  -0.6797052199 8.701926e-02  -4.434870e+03            1   3472.08122
#> 32  -0.0808966533 2.571708e-02  -5.262754e+03            1  22037.65273
#> 33   0.1023086700 2.304240e-02   8.434713e+03            1  31826.37475
#> 34  -0.0194479151 6.797426e-03  -1.954415e+03            1  13850.49022
#> 35            NaN          NaN             NA            1   2019.68441
#> 36  -0.0509332963 2.369598e-02  -3.351249e+03            1  20717.25993
#> 37  -0.1017285768 9.279972e-03  -3.012659e+03            1   6638.47875
#> 38  -0.0051200566 9.021024e-03  -4.560920e+02            1  14428.57867
#> 39   0.1020607947 1.477310e-02   1.855647e+03            1   3918.30914
#> 40   0.0598903169 2.003061e-02   2.292951e+02            1    859.02922
#> 41            NaN          NaN   2.230884e+05            1 398959.80481
#> 42   0.1199591777 7.153969e-02   2.151498e+03            1   7959.74983
#> 43  -0.0512963511 2.524164e-02  -3.069554e+03            1  18251.59757
#> 44  -0.0073414799 2.464571e-03  -1.485949e+03            1  20358.52999
#> 45   0.0751456487 1.976152e-02   9.369941e+02            1   2423.74906
#> 46  -0.1474068049 2.301156e-02  -1.661628e+03            1   5222.25075
#> 47   0.2127878202 7.364095e-02   6.843069e+02            1   1331.84396
#> 48   0.0013368344 2.122861e-02   1.650655e+01            1   2523.72711
#> 49  -0.0496124091 1.015810e-02  -1.176025e+03            1   3029.65770
#> 50   0.0046551269 2.638759e-02   2.016617e+01            1   1442.21226
#> 51  -0.0507241938 9.880654e-03  -1.342959e+03            1   3677.81306
#> 52            NaN          NaN             NA            2   1138.50894
#> 53  -0.0117221929 4.566087e-03  -1.379000e+03            1  12743.39631
#> 54            NaN          NaN             NA            1   3218.57969
#> 55  -0.1235003099 9.023403e-03  -8.634254e+02            1   1341.07875
#> 56  -0.2413268387 2.417876e-02  -7.830673e+02            1    787.26682
#> 57            NaN          NaN             NA            1   1078.67806
#> 58            NaN          NaN             NA            1    681.48091
#> 59   0.0509469866 1.844075e-02   1.150441e+02            1    475.39774
#> 60  -0.0168605192 1.084205e-02  -4.051911e+02            1   4615.89146
#> 61            NaN          NaN             NA            1    734.58050
#> 62  -0.1747148404 1.260596e-02  -6.140718e+02            1    482.04953
#> 63   0.7708725878 1.065065e-01   6.979544e+02            1    573.99875
#> 64  -0.0795636179 2.539623e-02  -4.527519e+03            1  16649.43210
#> 65  -0.0348000932 5.428655e-03  -4.486651e+03            1  18261.89893
#> 66   0.0859197418 1.684998e-02   3.487901e+02            1    817.84911
#> 67   0.1085969223 6.973284e-03   4.291165e+02            1    603.05084
#> 68   0.2256704884 6.465496e-02   9.874380e+02            1   1263.90561
#> 69            NaN          NaN             NA            2   1345.91037
#> 70   0.1230715426 2.258140e-02   5.011890e+02            1   1109.44063
#> 71   0.2444971209 2.933915e-02   3.394530e+03            1   4749.07399
#> 72  -0.0321993310 3.156250e-02  -4.266742e+02            1   2927.55103
#> 73            NaN          NaN             NA            1    955.01521
#> 74   0.0940595467 1.274854e-02   5.623585e+02            1   1351.07098
#> 75  -0.0131040954 6.462480e-03  -3.547720e+02            1   2501.85995
#> 76   0.1212949935 5.606182e-03   3.794375e+03            1   3071.58556
#> 77  -0.0087920069 6.109050e-03  -1.702040e+02            1   3869.12221
#> 78            NaN          NaN  -7.021470e+03            1   4209.93841
#> 79   0.1187939607 1.214643e-02   1.735200e+03            1   2117.42653
#> 80            NaN          NaN             NA            1   2888.82268
#> 81   0.1673878779 2.590120e-02   1.461686e+03            1   3554.78523
#> 82   0.0397733520 5.229887e-02   1.634752e+02            1   1494.59316
#> 83  -0.0450288788 5.334735e-03  -1.541713e+03            1   3330.05847
#> 84   0.0000000000 0.000000e+00   0.000000e+00            1    925.94690
#> 85  -0.1641884675 7.836257e-02  -4.212976e+02            1    689.83623
#> 86   0.0525293099 2.987815e-02   7.457743e+02            1   3185.53068
#> 87   0.0523740702 2.604712e-03   4.806195e+02            1    656.45941
#> 88   0.0000000000 0.000000e+00   0.000000e+00            1    974.99968
#> 89   0.0000000000 0.000000e+00   1.400000e+02            1    830.31008
#> 90   0.1754255384 2.875555e-02   1.463994e+04            1  41141.83986
#> 91  -0.0518470600 2.964518e-03  -8.510527e+03            1  16368.87135
#> 92   0.0347949106 4.707111e-03   4.789116e+03            1  18058.29545
#> 93   0.0303464738 5.113405e-03   1.254271e+03            1   3020.10805
#> 94   0.1123998663 1.575099e-01   7.086686e+01            1    315.17109
#> 95   0.0758993775 3.566819e-02   2.392245e+02            1   1036.16426
#> 96  -0.0095964686 1.055514e-01  -2.037834e+01            1   1386.19520
#> 97  -0.0642781049 4.633118e-02  -1.496870e+02            1    733.36932
#> 98  -0.0794094800 1.657839e-02  -1.011299e+03            1   2701.56957
#> 99  -0.1214381888 3.148358e-02  -1.094524e+03            1   2578.84915
#> 100           NaN          NaN             NA            1   1063.41580
#> 101  0.0000000000 0.000000e+00   2.600000e+02            1    588.70571
#> 102  0.1254889080 6.793085e-02   6.964064e+02            1   3580.48247
#> 103  0.1634390905 3.251214e-02   2.435298e+03            1   5815.01735
#> 104           NaN          NaN             NA            1  14804.27557
#> 105  0.0832842836 4.228547e-03   1.109822e+04            1  15592.02712
#> 106           NaN          NaN             NA            1  13023.35109
#> 107           NaN          NaN             NA            1   3006.68818
#> 108           NaN          NaN             NA            1    698.42493
#> 109           NaN          NaN             NA            1    733.17946
#> 110  0.1215612378 1.898238e-02   8.743337e+02            1   1330.58495
#> 111 -0.0642539021 4.995798e-03  -8.155536e+03            1  16468.85520
#> 112 -0.0446472749 1.470050e-02  -7.702734e+02            1   3430.87621
#> 113 -0.1386801121 3.728269e-02  -8.060240e+03            1  25617.68057
#> 114  0.0444869762 2.715743e-03   9.952713e+03            1  27765.21250
#> 115 -0.0290119941 7.997481e-03  -3.722022e+03            1  26581.76728
#> 116 -0.3495086347 3.699776e-02  -2.808389e+03            1   2109.44107
#> 117 -0.7598269955 1.727203e-01  -2.018160e+03            1   2413.20469
#> 118  0.2987614593 1.865917e-02   1.183289e+03            1    957.74037
#> 119 -0.3625573611 1.037218e-01  -3.808686e+03            1   4177.80870
#> 120 -0.3598338827 8.156524e-02  -1.152271e+03            1   1541.05585
#> 121 -0.1035499861 2.994828e-02  -1.298185e+03            1   3723.46373
#> 122 -0.0351796668 5.997512e-03  -3.655520e+03            1  13101.52028
#> 123 -0.2002046595 8.020486e-02  -5.177673e+02            1   1286.35432
#> 124 -0.2240372144 2.660810e-02  -6.759398e+02            1    640.20129
#> 125 -0.1666956947 1.917636e-02  -1.235401e+04            1  21787.39012
#> 126           NaN          NaN   6.082367e+04            2  32692.90146
#> 127  0.1920465744 1.256888e-02   5.715785e+03            1   6272.90084
#> 128  0.0000000000 0.000000e+00   1.060000e+02            1    604.23201
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#> 130  0.0230668342 1.657601e-02   5.638589e+02            1   5232.10342
#> 131  0.0488902486 2.613094e-02   1.980992e+02            1   1252.35984
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#> 135 -0.0488930494 3.743415e-02  -6.516050e+02            1   4913.69091
#> 136           NaN          NaN             NA            1    473.34355
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#> 138  0.6882355342 4.277599e-02   1.484480e+03            1    741.24199
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#> 142           NaN          NaN  -9.108959e+03            1   2137.28503
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#> 144 -0.0541833748 8.837303e-03  -4.731379e+03            1  13664.45966
#> 145           NaN          NaN  -6.082603e+04            1  26852.02666
#> 146 -0.0231177422 1.731590e-03  -2.805676e+02            1    748.81187
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#> 153           NaN          NaN             NA            2    386.48075
#> 154  0.0722321001 2.510774e-03   8.469310e+02            1    926.92037
#> 155           NaN          NaN             NA            1    628.73795
#> 156  0.7703294646 7.805649e-02   1.752416e+03            2    648.58183
#> 157  0.0000000000 0.000000e+00   4.103000e+03            1    572.63478
#> 158 -0.0143276522 7.987312e-02  -8.266756e+02            1  53595.58598
#> 159  0.4554409782 7.597343e-02   6.939738e+03            1   6930.58341
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#> 167  0.0442133288 8.788144e-03   2.351391e+02            1    544.98685
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#> 169  0.0927552554 9.119794e-04   7.838411e+03            1   4191.30600
#> 170           NaN          NaN             NA            1    499.46108
#> 171 -0.1859342492 2.556551e-02  -2.882808e+03            1   4947.60695
#> 172 -0.0202334438 1.974614e-03  -1.066570e+03            1   1110.12373
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#> 178           NaN          NaN             NA            2    981.96396
#> 179           NaN          NaN             NA            1    855.39568
#> 180  0.0000000000 0.000000e+00   0.000000e+00            1   5938.31297
#> 181  0.0585199672 4.455585e-02   7.716513e+02            1   6059.37265
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#> 188  0.0949200758 1.735886e-02   8.977206e+02            1   1569.55973
#> 189  0.0107765693 3.715346e-03   6.054571e+02            1   2365.07255
#> 190  0.6718266050 1.128841e-01   3.068143e+03            1   2700.99611
#> 191           NaN          NaN             NA            1    975.30247
#> 192 -0.1929227325 4.851939e-02  -6.164387e+02            1   1470.37219
#> 193           NaN          NaN             NA            1    163.18463
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#> 195 -0.2398042676 6.744102e-02  -3.148030e+03            1   9037.38605
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#> 201  0.0020156381 3.473366e-03   7.818786e+01            1   2758.85306
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#> 205 -0.3008168420 2.485632e-02  -9.839930e+02            1    846.91742
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#> 207  0.0000000000 0.000000e+00   0.000000e+00            1    576.51719
#> 208  0.0303289977 5.953448e-02   3.467724e+02            1   5732.63939
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#> 210 -0.0885225758 9.718842e-03  -1.486479e+03            1    560.51553
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#> 212           NaN          NaN             NA            1    269.97896
#> 213 -0.0346148326 4.789705e-02  -5.805385e+02            1   7115.40415
#> 214 -0.0291112951 3.392995e-02  -4.446348e+02            1   4180.45408
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#> 217 -0.6852296915 1.066467e-01  -9.595804e+03            1   8810.84279
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#> 220           NaN          NaN             NA            1  15070.29321
#> 221 -0.0296627137 6.841950e-03  -3.308587e+03            1  17197.22241
#> 222  0.0980070474 8.669738e-02   5.138695e+02            1   2365.52207
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#> 225           NaN          NaN             NA            1   3486.49093
#> 226  0.0724727288 3.840436e-03   1.904498e+03            1   2782.42741
#> 227 -0.3181094115 1.421961e-01  -7.314155e+02            1   1317.82728
#> 228 -0.1679754223 8.519842e-02  -2.384900e+03            1  12910.43333
#> 229           NaN          NaN   2.850843e+03            2    865.38791
#> 230           NaN          NaN   6.818056e+02            2    169.03031
#> 231  0.0684119151 4.616484e-02   2.603865e+02            1    888.27512
#> 232           NaN          NaN   1.105388e+04            1   5881.24532
#> 233  0.0000000000 0.000000e+00   0.000000e+00            1    695.48928
#> 234  0.2101523665 3.387854e-02   2.356665e+02            1    230.36248
#> 235 -0.4119792696 1.400064e-01  -4.696178e+02            1    434.43238
#> 236           NaN          NaN             NA            2   2386.16663
#> 237 -0.1881950193 2.247874e-02  -1.516028e+03            1   1542.03366
#> 238 -0.1084765873 1.384724e-01  -8.005247e+01            1    379.73128
#> 239           NaN          NaN             NA            1    695.82275
#> 240           NaN          NaN             NA            1   3498.54101
#> 241 -0.1227269890 6.910656e-03  -3.333682e+03            1   1068.91826
#> 242 -0.5798329329 6.885159e-02  -1.917219e+03            1   1134.23490
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#> 244           NaN          NaN   8.872619e+03            1   4213.03498
#> 245           NaN          NaN             NA            1    782.26697
#> 246 -0.0273561427 2.631622e-02  -9.143958e+01            1    856.90966
#> 247           NaN          NaN             NA            1    890.82269
#> 248           NaN          NaN             NA            2    914.44069
#> 249 -0.5112696700 1.480370e-01  -5.224733e+03            1   5757.26228
#> 250 -0.0835411125 7.283298e-03  -5.253909e+02            1    859.93761
#> 251 -0.1451205119 3.442727e-02  -9.546748e+02            1   2008.41041
#> 252           NaN          NaN             NA            1   2982.30388
#> 253           NaN          NaN             NA            1    717.83281
#> 254  0.0319500606 7.014045e-03   9.029468e+02            1   2967.01254
#> 255           NaN          NaN  -1.260951e+03            1    373.70527
#> 256  0.3219366683 4.100768e-02   3.596087e+03            1   2853.06742
#> 257  0.1449331766 1.099348e-02   1.372195e+03            1   1860.58419
#> 258 -0.0020578835 2.460810e-02  -1.176048e+02            1  16198.59582
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#> 263           NaN          NaN             NA            1   4004.19823
#> 264 -0.2848011706 7.763438e-02  -2.837274e+03            1   4158.25698
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#> 268           NaN          NaN   1.097606e+03            2    597.76272
#> 269  0.0158843287 5.049442e-03   1.802814e+02            1    862.68695
#> 270           NaN          NaN             NA            1   1392.25109
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#> 272  0.0784122548 1.986232e-02   9.803459e+02            1   2451.53849
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#> 280  0.0000000000 0.000000e+00   0.000000e+00            1    650.24717
#> 281           NaN          NaN  -1.316712e+03            1    372.68835
#> 282  0.0000000000 0.000000e+00   1.770000e+03            1   2131.77690
#> 283 -0.1495753214 4.272602e-02  -8.708430e+02            1   2522.22330
#> 284           NaN          NaN  -3.466891e+03            1    897.16162
#> 285  0.0111232947 3.076404e-03   4.677137e+02            1   2873.78472
#> 286 -0.5214324221 7.769357e-02  -9.325247e+02            1    785.14726
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#> 290  0.0000000000 0.000000e+00   0.000000e+00            1    616.49048
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#> 295  0.3412263806 8.694802e-02   7.580479e+02            1   1289.90641
#> 296           NaN          NaN             NA            2    286.99938
#> 297           NaN          NaN             NA            1   2650.53164
#> 298  0.1770388888 1.290925e-02   2.469581e+03            1   2752.03404
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#> 305  0.0815334467 3.072209e-02   1.104719e+02            1    286.41247
#> 306  0.1089387214 6.504482e-03   3.356439e+03            1   3396.64977
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#> 311           NaN          NaN   1.926000e+03            1    614.97651
#> 312           NaN          NaN   2.683947e+03            1   1634.75994
#> 313  0.4960413191 9.435240e-02   3.956559e+03            1   5141.36332
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#> 318           NaN          NaN   1.975629e+03            2    444.39866
#> 319  0.0000000000 0.000000e+00   2.123000e+03            1  13198.47432
#> 320  0.0586691084 5.561952e-02   8.668123e+02            1   6417.42863
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#> 323 -0.0139535792 1.808035e-03  -1.771898e+02            1    680.82845
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#> 325           NaN          NaN   1.340283e+04            2   8751.93127
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#> 327  0.0000000000 0.000000e+00   4.730000e+02            1    765.16279
#> 328           NaN          NaN             NA            1    475.98465
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#> 330 -1.9004769953 3.622601e-01  -7.578578e+02            1    403.50117
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#> 335 -0.1248556033 1.378617e-02  -6.609631e+02            1   1158.19061
#> 336 -0.0205160949 1.040905e-02  -6.089539e+01            1    197.12953
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#> 339           NaN          NaN             NA            1   2528.49648
#> 340           NaN          NaN             NA            1    164.92193
#> 341 -0.0043073647 5.087959e-04  -4.800690e+02            1   3338.93731
#> 342  0.0961816497 8.516148e-03   1.271466e+04            1  30593.84654
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#> 347           NaN          NaN             NA            2    649.62625
#> 348           NaN          NaN             NA            2    157.89048
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#> 350 -0.0308832675 4.630038e-02  -4.147198e+02            1   6152.04028
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#> 354  0.0432315188 2.810244e-02   1.958159e+02            1    765.03413
#> 355           NaN          NaN             NA            3    411.42446
#> 356  0.0000000000 0.000000e+00   3.540000e+02            1    959.81756
#> 357 -0.1339682920 4.564384e-02  -1.003346e+03            1   2572.54109
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#> 359           NaN          NaN             NA            2    598.86270
#> 360           NaN          NaN             NA            2    140.27168
#> 361  0.0000000000 0.000000e+00   1.400000e+01            1    372.10144
#> 362 -0.0053130639 8.347260e-03  -1.568325e+02            1   5352.94509
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#> 364  0.0000000000 0.000000e+00   0.000000e+00            1    539.96265
#> 365           NaN          NaN             NA            3   1423.13618
#> 366  0.1563417867 3.946076e-02   2.532854e+03            1   7944.62752
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#> 370           NaN          NaN             NA            3   1030.83779
#> 371           NaN          NaN             NA            1    629.16837
#> 372           NaN          NaN             NA            3    376.50327
#> 373           NaN          NaN             NA            3    731.09063
#> 374           NaN          NaN             NA            2    773.94384
#> 375 -0.5454226378 6.690829e-02  -9.263601e+02            1    287.73639
#> 376 -0.0510952672 1.063331e-02  -1.631364e+02            1    238.23711
#> 377 -0.0159817094 4.792692e-03  -6.445588e+01            1    392.05641
#> 378 -0.5871702561 6.223464e-02  -7.191785e+03            1   5523.62535
#> 379           NaN          NaN  -1.102277e+04            1   4612.06439
#> 380  0.0460194186 1.807360e-02   9.394711e+02            1   3986.59940
#> 381           NaN          NaN             NA            3    772.37460
#> 382  0.1139088274 3.497996e-02   4.159767e+02            1   1371.35824
#> 383           NaN          NaN             NA            1   5038.24873
#> 384           NaN          NaN             NA            1   2456.47921
#> 385           NaN          NaN             NA            1    311.64963
#> 386 -0.1015036315 2.549451e-02  -9.414413e+03            1  44526.14174
#> 387 -0.0552679901 1.677352e-02  -3.670926e+03            1  14964.24973
#> 388  0.5365778983 5.000937e-02   2.428746e+03            1   1581.76681
#> 389  0.0201617860 7.557662e-02   4.123549e+01            1    920.79939
#> 390  0.0310099462 1.727480e-02   1.753434e+02            1    732.65726
#> 391           NaN          NaN             NA            1    333.65878
#> 392           NaN          NaN             NA            1    548.84018
#> 393           NaN          NaN             NA            2   2304.73532
#> 394  0.0201585551 3.875799e-03   8.376065e+02            1   1351.29690
#> 395  0.0838072018 2.392941e-02   1.355255e+03            1   3325.12578
#> 396           NaN          NaN             NA            2   1045.24810
#> 397  0.0000000000 0.000000e+00   1.460000e+02            1    339.82135
#> 398  0.0000000000 0.000000e+00   0.000000e+00            1    452.80167
#> 399  0.0000000000 0.000000e+00   0.000000e+00            1    284.32743
#> 400           NaN          NaN             NA            1    268.51169
#> 401 -0.1908465781 2.955707e-02  -3.850794e+03            1   9610.64999
#> 402 -0.0159880190 3.058314e-03  -6.666444e+02            1   2812.12610
#> 403  0.0122552777 1.700454e-02   8.913886e+01            1   1191.67773
#> 404 -0.0902080562 2.353153e-02  -6.214327e+02            1   1494.03593
#> 405  0.0523808293 8.317097e-03   4.901279e+02            1    973.91717
#> 406  0.0000000000 0.000000e+00   5.950000e+02            1   1122.74633
#> 407 -0.0977714696 2.078256e-02  -8.740501e+02            1   1674.50290
#> 408 -0.0781403828 1.985260e-02  -9.284766e+02            1   2807.08619
#> 409  0.0000000000 0.000000e+00   0.000000e+00            1    642.83755
#> 410           NaN          NaN   5.497054e+03            2   1225.48380
#> 411           NaN          NaN             NA            1   5095.67946
#> 412 -0.0861526785 3.587557e-01  -4.928958e+02            1   8648.59233
#> 413           NaN          NaN             NA            1   1695.14745
#> 414  0.1991755169 3.519217e-03   1.188742e+04            1  16624.65423
#> 415  0.0000000000 0.000000e+00   0.000000e+00            1    496.61942
#> 416  0.0000000000 0.000000e+00   2.400000e+01            1    550.40681
#> 417 -0.0622395381 2.664328e-02  -2.430743e+02            1    540.48486
#> 418 -0.0219103031 2.190871e-02  -1.024266e+02            1    634.48223
#> 419           NaN          NaN             NA            1   1878.65462
#> 420 -0.4886303828 5.354312e-02  -2.939242e+03            1   2281.22346
#> 421  0.3567573536 5.913875e-02   1.747002e+03            1   1529.99100
#> 422  0.1862703139 3.305193e-02   7.275283e+02            1    688.26961
#> 423  0.0814317476 7.975494e-02   1.930188e+02            1    594.79445
#> 424  0.0549674016 3.568050e-02   1.825067e+02            1    522.20760
#> 425           NaN          NaN             NA            2   1525.89060
#> 426           NaN          NaN             NA            2    581.11826
#> 427           NaN          NaN             NA            3   1267.91983
#> 428           NaN          NaN             NA            1   8459.98601
#>         yImputed       BrStud       Bdffits         Bhii BleaveOutResid
#> 1     2792.00000 -1.866836238 -0.1891011964 0.0101564669   -15877.78799
#> 2    11319.00000 -0.926638518 -0.0963743545 0.0107011334    -8270.59749
#> 3    32854.00000 -0.024140454 -0.0032850690 0.0181814857     -283.99383
#> 4    42362.00000 -0.397621001 -0.0652947956 0.0262580449    -5637.07791
#> 5     3278.00000  0.357803073  0.0756774021 0.0428191742      722.03955
#> 6      853.00000  0.910601411  0.1667817690 0.0324571746      455.78202
#> 7     1531.00000  0.603405780  0.1412246394 0.0519327320      629.52708
#> 8      103.00000 -0.370447412 -0.0740410191 0.0384131702     -110.52039
#> 9     2226.00000  0.641508673  0.1113645266 0.0292545910      864.41573
#> 10    2512.00000 -0.130154158 -0.0152811830 0.0135972824     -321.76566
#> 11    6721.00000 -0.060857215 -0.0147990911 0.0558334615     -262.62862
#> 12   10538.00000  3.853000435           NaN          NaN     7579.96185
#> 13       0.00000 -1.227867094 -0.1833900933 0.0218206416    -1158.33423
#> 14     474.00000 -1.235349648 -0.1726736911 0.0191632551    -3582.23319
#> 15    1507.00000 -0.377809874 -0.0522780729 0.0187869316     -859.10326
#> 16    5491.00000  0.172616216  0.0349929997 0.0394737514      576.16937
#> 17     331.00000 -0.872451561 -0.2477199201 0.0746047502    -1092.49561
#> 18     811.00000 -0.486576801 -0.1409578411 0.0774243667     -630.52772
#> 19    9867.00000  1.402719513  0.2963496531 0.0427270545     4724.34368
#> 20   22914.00000  0.531756536  0.0536116200 0.0100623640     4623.48488
#> 21    9635.00000  1.026571606  0.2317647300 0.0484982201     3750.49234
#> 22    7751.00000  0.182865388  0.0445892277 0.0561195119      790.70486
#> 23   10648.00000  1.383956233  0.3092466385 0.0475559369     4934.11195
#> 24   14146.00000 -0.257301421 -0.0243947475 0.0089088548    -2107.73105
#> 25   97383.00000  1.383303274  0.2848676672 0.0406830610    24230.43981
#> 26   53067.00000  1.398743408  0.1997511501 0.0199864000    16984.46213
#> 27       0.00000 -1.633022184 -0.3360996806 0.0406381990    -5298.55276
#> 28    4400.00000 -0.345456109 -0.0745891004 0.0445426734    -1226.24033
#> 29    1353.00000 -0.834005464 -0.1442458941 0.0290447955    -2348.27336
#> 30   11010.00000  1.678630517  0.3622563484 0.0444992620     5697.33711
#> 31    2809.00000 -0.245270412 -0.0414429100 0.0277577745     -682.01237
#> 32   23871.00000  0.194085473  0.0214735128 0.0120930588     1855.78944
#> 33   41227.00000  0.835088255  0.1113364239 0.0174645742     9567.72144
#> 34    9878.00000 -0.530378110 -0.0464152065 0.0076003917    -4002.91394
#> 35     400.00000 -0.788386110 -0.1009980262 0.0161464957    -1646.26584
#> 36   23717.00000  0.327604369  0.0351304761 0.0113684995     3034.23476
#> 37     112.00000 -1.870854719 -0.4429076620 0.0530717412    -6892.26316
#> 38   13445.00000 -0.128390580 -0.0114698169 0.0079176150     -991.42842
#> 39    4830.00000  0.318256273  0.0572314431 0.0313251720      941.17328
#> 40    1245.00000  0.473070784  0.0613564250 0.0165433351      392.46343
#> 41  455113.00000  1.605283834  0.8498770398 0.2189273263    71892.40780
#> 42   10354.00000  0.556356896  0.1452029211 0.0637713599     2557.33489
#> 43   23153.00000  0.570979982  0.0574304921 0.0100154788     4950.98896
#> 44    7146.00000 -1.481373642 -0.1574572931 0.0111716481   -13361.80336
#> 45    3649.00000  0.542290114  0.0762292803 0.0193768163     1249.46152
#> 46     616.00000 -2.088989370 -0.7350000265 0.1101577985    -5176.48044
#> 47    2657.00000  1.052529301  0.1789482519 0.0280938249     1363.46087
#> 48    2904.00000  0.164252768  0.0235698741 0.0201760972      388.10330
#> 49    1440.00000 -0.632684675 -0.0769039332 0.0145597121    -1613.14462
#> 50    1537.00000  0.089985541  0.0152093747 0.0277743762       97.49562
#> 51    1500.00000 -0.789684690 -0.1059254854 0.0176745708    -2216.99754
#> 52     674.55586 -0.488292217           NaN          NaN     -463.95308
#> 53    7919.00000 -0.672291778 -0.0564169532 0.0069928791    -4858.37030
#> 54      10.00000 -1.253870265 -0.1571626515 0.0154676199    -3258.98849
#> 55       0.00000 -1.342396895 -0.2185735170 0.0258267294    -1376.63267
#> 56     309.00000 -0.612823142 -0.0760363303 0.0151613223     -485.62961
#> 57     742.00000 -0.266203250 -0.0358924104 0.0178547698     -342.79865
#> 58     409.00000 -0.441279901 -0.0649561359 0.0212081322     -278.38494
#> 59     569.00000  0.178051559  0.0351207331 0.0374505860       97.24411
#> 60    1909.00000 -0.683226127 -0.1259368059 0.0328598686    -2798.86168
#> 61     830.00000  0.126056077  0.0151002765 0.0141466800       96.78874
#> 62       0.00000 -0.788934721 -0.0763694646 0.0092833943     -486.56652
#> 63    1828.00000  2.374408823  0.5167251964 0.0452181150     1313.39028
#> 64   20635.00000  0.485525812  0.0466219560 0.0091362980     4022.31699
#> 65    7666.00000 -1.246936824 -0.1254555477 0.0100211316   -10703.15667
#> 66    1256.00000  0.550592857  0.0696501541 0.0157502814      445.16232
#> 67     742.00000  0.236004877  0.0527069325 0.0475067619      145.87942
#> 68    3199.00000  1.467250713  0.2144785816 0.0209207404     1976.44304
#> 69    1490.02315  0.101627980           NaN          NaN      144.11277
#> 70    1721.00000  0.662610594  0.0979056556 0.0213658019      624.91110
#> 71    7149.00000  0.595565689  0.1114057305 0.0338079759     2483.90170
#> 72    4099.00000  0.473350576  0.0565446476 0.0140690152     1188.16528
#> 73       0.00000 -1.122599533 -0.1536627106 0.0183918502     -972.90881
#> 74    1576.00000  0.220508726  0.0360410324 0.0260191616      230.93782
#> 75    1535.00000 -0.421982857 -0.0465513798 0.0120232595     -978.62623
#> 76    5721.00000  1.054727595  0.1291012590 0.0147612060     2689.10894
#> 77     824.00000 -1.503142959 -0.4480978733 0.0816149980    -3315.73600
#> 78    1803.00000 -0.819489142 -0.1529370542 0.0336566208    -2490.76928
#> 79    3715.00000  0.759185647  0.0996223685 0.0169279013     1625.08271
#> 80    1433.00000 -0.591888610 -0.0910063331 0.0230948769    -1490.23958
#> 81    3384.00000 -0.082620564 -0.0235233447 0.0749843954     -184.62957
#> 82    1961.00000  0.341110840  0.0615448880 0.0315268455      481.58985
#> 83     445.00000 -1.104929247 -0.1409104503 0.0160033567    -2931.97999
#> 84       0.00000 -1.104636540 -0.1488425603 0.0178320475     -942.75821
#> 85    1097.00000  0.657569797  0.0973983814 0.0214681553      416.09659
#> 86    5303.00000  0.824465571  0.1027999737 0.0153087953     2150.38919
#> 87     801.00000  0.201887327  0.0228445856 0.0126422103      146.39130
#> 88       0.00000 -1.134811832 -0.1569819554 0.0187767145     -993.65730
#> 89     140.00000 -1.026883584 -0.1672439962 0.0258397933     -708.62069
#> 90   56116.00000  1.179934999  0.1793262806 0.0225763921    15320.03117
#> 91       0.00000 -2.080387879 -0.1980607418 0.0089823416   -16517.23479
#> 92   15997.00000 -0.240840462 -0.0240943812 0.0099094051    -2081.92610
#> 93    2624.00000 -0.145324897 -0.0228840645 0.0241962878     -405.93005
#> 94    1145.00000  2.056251421  0.3281025643 0.0248283515      850.95676
#> 95    1726.00000  0.774067003  0.1104529535 0.0199546327      703.88144
#> 96    2957.00000  1.556480203  0.2577739437 0.0266955898     1613.88851
#> 97    1291.00000  0.741191387  0.0887131520 0.0141233549      565.61912
#> 98     690.00000 -1.037122430 -0.2243899608 0.0447176080    -2105.73291
#> 99    1208.00000 -0.715596848 -0.1511073023 0.0426862838    -1431.97483
#> 100    106.00000 -1.066372750 -0.1541918368 0.0204794477     -977.43309
#> 101    260.00000 -0.412252530 -0.0758309745 0.0327276912     -339.82748
#> 102   3835.00000  0.122749035  0.0350849113 0.0755264512      275.31077
#> 103   7781.00000  0.569995027  0.1258580493 0.0464885266     2061.83429
#> 104   5406.00000 -1.226692650 -0.1110161134 0.0081237770    -9475.25039
#> 105  20942.00000  0.674545238  0.0626633637 0.0085560519     5396.14255
#> 106   4783.00000 -1.144293820 -0.0970826801 0.0071465030    -8299.66467
#> 107     16.00000 -1.215077130 -0.1906903802 0.0240371602    -3064.34637
#> 108   1216.00000  0.600988040  0.1207907103 0.0388272697      538.48289
#> 109    304.00000 -0.672973434 -0.1028346522 0.0228170250     -439.20072
#> 110   1873.00000  0.637048832  0.1324041640 0.0414086750      565.84598
#> 111   2934.00000 -1.694877011 -0.1618551921 0.0090372072   -13658.28798
#> 112   2043.00000 -0.518202516 -0.0870239163 0.0274283584    -1427.01694
#> 113  29885.00000  0.419920083  0.0501413691 0.0140575824     4328.16294
#> 114  20503.00000 -0.688602224 -0.0856521486 0.0152360305    -7374.57170
#> 115  14068.00000 -1.222819065 -0.1487751219 0.0145866204   -12699.00281
#> 116    781.00000 -0.630549697 -0.0825835631 0.0168640610    -1351.22826
#> 117   2501.00000  0.050884685  0.0117844104 0.0509039740       92.50413
#> 118   2201.00000  1.472241217  0.2018147789 0.0184443317     1266.62162
#> 119   3876.00000 -0.094566402 -0.0175981465 0.0334714718     -312.26052
#> 120   1232.00000 -0.222298179 -0.0407474022 0.0325069263     -319.43986
#> 121   2907.00000 -0.292061168 -0.0511572098 0.0297674680     -841.51346
#> 122   7164.00000 -0.817612481 -0.0695761785 0.0071893980    -5980.51660
#> 123   1143.00000 -0.123613384 -0.0343056907 0.0715118035     -154.39542
#> 124      0.00000 -0.780353101 -0.1499088404 0.0355904651     -663.82721
#> 125  12781.00000 -0.966218510 -0.1062857817 0.0119557284    -9115.37102
#> 126  72675.00000  3.451737430           NaN          NaN    39982.09854
#> 127   9812.00000  0.992442588  0.1749709717 0.0301458579     3649.10455
#> 128    106.00000 -0.620707561 -0.1157222697 0.0335908391     -515.54976
#> 129   6103.00000 -0.047524351 -0.0109456291 0.0503734745     -194.25107
#> 130   4926.00000 -0.092845606 -0.0149110734 0.0251440681     -313.99862
#> 131   1600.00000  0.353910596  0.0556374325 0.0241181650      356.23182
#> 132   2033.00000 -0.458550944 -0.0575159568 0.0154889546    -1208.74125
#> 133    265.00000 -1.104777825 -0.1338321259 0.0144625209    -2784.70756
#> 134    447.00000 -0.627016110 -0.1617644008 0.0624055932     -720.51604
#> 135   3801.00000 -0.269408625 -0.0512923198 0.0349798601    -1153.02351
#> 136      0.00000 -0.914277623 -0.1799364117 0.0372887625     -491.67760
#> 137   1015.00000  0.130309477  0.0173614836 0.0174413519      111.28126
#> 138   2806.00000  2.940577746  0.3538688594 0.0142749681     2094.65920
#> 139    377.00000 -0.093398412 -0.0173504923 0.0333587627      -48.05933
#> 140   1587.00000  1.479717030  0.2193432533 0.0215006582      915.80987
#> 141   2287.00000  0.730080615  0.1077551253 0.0213194115     1020.77132
#> 142      0.00000 -1.242782986 -0.2380011139 0.0353773137    -2215.66946
#> 143   2037.00000 -0.515899250 -0.0666240531 0.0164039739    -1399.37625
#> 144   8696.00000 -0.668768727 -0.0581288827 0.0074983083    -5005.99617
#> 145  23978.00000 -0.276095238 -0.0337641889 0.0147349240    -2917.00856
#> 146      0.00000 -0.989312843 -0.1196690368 0.0144207500     -759.76829
#> 147   2438.00000  3.127297790  0.5432256171 0.0292894854     1968.80605
#> 148    370.00000 -0.867816075 -0.1601343659 0.0329285253    -1231.59728
#> 149  11348.00000  3.540664140           NaN          NaN     8576.81522
#> 150   4156.00000 -0.322661362 -0.0517444343 0.0250729526    -1088.59976
#> 151    387.00000 -1.083492024 -0.1905907607 0.0300135869    -1207.73394
#> 152   1072.00000  0.146634857  0.0257949345 0.0300164140      110.80865
#> 153    809.11515  0.875545420           NaN          NaN      422.63439
#> 154   1088.00000  0.161943184  0.0377468428 0.0515299297      169.83101
#> 155    784.00000  0.261114809  0.0368877091 0.0195667365      158.36066
#> 156   3053.00000  3.951750210           NaN          NaN     2404.41817
#> 157   4103.00000  2.417362881  0.0428582439 0.0003142307     3531.47491
#> 158  78937.00000  1.781842685  0.3101711872 0.0294103270    26109.29698
#> 159  14448.00000  2.031489412  0.4925695685 0.0555259573     7959.36812
#> 160  11708.00000  2.305552854  0.3537922879 0.0230058623     7083.79393
#> 161   6981.00000  0.820867449  0.1218577460 0.0215622178     2549.19215
#> 162   6404.00000  0.004692273  0.0010895636 0.0511601131       19.33747
#> 163   3191.00000  1.088988926  0.2078407904 0.0351460266     1580.37626
#> 164   1007.00000 -0.955360564 -0.1643801463 0.0287536836    -2666.32106
#> 165   1879.00000  3.350938608  1.3004848043 0.1309020236     1341.44344
#> 166    696.00000  0.387609617  0.0483299043 0.0153088587      207.25326
#> 167    455.00000 -0.199953206 -0.0666637678 0.1000342975      -99.98920
#> 168   1512.00000  0.014250215  0.0024549895 0.0288240062       15.73829
#> 169   8749.00000  1.578380436  0.2262999598 0.0201422784     4651.38346
#> 170     45.00000 -0.853980949 -0.1728288805 0.0393462330     -473.07479
#> 171    863.00000 -1.012853023 -0.1935242036 0.0352213036    -4233.72424
#> 172    739.00000 -0.174031038 -0.0042966516 0.0006091752     -371.34995
#> 173   5848.00000  0.937466342  0.2798328519 0.0818121092     2145.02212
#> 174  47888.00000  0.189425736  0.0302570771 0.0248790877     2614.92515
#> 175 138672.00000  3.169200539           NaN          NaN    58294.67904
#> 176  28370.00000  0.629957058  0.0702614349 0.0122869175     6053.44923
#> 177      0.00000 -0.914257781 -0.2045268777 0.0476601499     -900.21517
#> 178   5084.00000  4.655509425           NaN          NaN     4102.03604
#> 179    566.00000 -0.355096098 -0.0459561807 0.0164733598     -294.24285
#> 180      0.00000 -1.785919925 -0.3987057862 0.0474742213    -6234.28058
#> 181   7220.00000  0.328760611  0.0741777012 0.0484420406     1219.71272
#> 182   6665.00000 -0.368669675 -0.0983250440 0.0664065992    -1739.16449
#> 183   5484.00000  0.054266201  0.0114162555 0.0423819416      202.59976
#> 184  22687.00000  0.862772692  0.0807205731 0.0086774214     6933.96542
#> 185  11144.00000  2.048934047  0.4093988327 0.0383915386     6605.68576
#> 186   1386.00000  0.362977535  0.0073661041 0.0004116588      636.07998
#> 187   2357.00000 -0.892584752 -0.1927765785 0.0445666515    -3355.20604
#> 188   2196.00000  0.413056449  0.0674598877 0.0259800664      643.14933
#> 189   4214.00000  0.595871906  0.0214804097 0.0012978225     1851.33014
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#> 197    563.00000  3.249518714           NaN          NaN      500.71579
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#> 199 205308.00000  1.517093704  0.4835940229 0.0922378377    41001.25852
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#> 229   4004.00000  3.798627677           NaN          NaN     3138.61209
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#> 248      0.00000 -1.076144511           NaN          NaN     -914.44069
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#> 270    461.00000 -0.906638275 -0.1504880706 0.0268122154     -956.90792
#> 271   1034.62010  1.736682077           NaN          NaN      735.29560
#> 272   3714.00000  0.555786882  0.0785820142 0.0195989806     1287.69910
#> 273   3436.00000  2.264457981  0.6042078009 0.0664623883     2399.98317
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#> 298   3938.00000  0.598568409  0.1307663404 0.0455529188     1242.56859
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#> 421   4038.00000  1.759144864  0.2835615606 0.0253251068     2573.17493
#> 422   1667.00000  1.628659626  0.2409548600 0.0214194010     1000.15307
#> 423   1569.00000  1.750282136  0.2403659937 0.0185103928      992.57857
#> 424   1048.00000  0.980230076  0.1259887957 0.0162514423      534.47845
#> 425   1173.85323 -0.372266535           NaN          NaN     -352.03737
#> 426    515.27540 -0.043009778           NaN          NaN      -65.84286
#> 427   1267.91983           NA           NaN          NaN             NA
#> 428  19083.00000  2.260493537  0.5722441528 0.0602254258    11303.78953
#> 
#> $aggregates
#>    strata  N AnImputed AestimateYHat AestimateOrig     Acoef AcoefB AnModel
#> 1      13 63         1            NA       2033686 1.2881885      0      56
#> 2       3 35         2            NA         80875 0.7340016      0      24
#> 3       5 40         4            NA         13997 0.4222939      0      18
#> 4       1 21         0            NA         21086 0.8843473      0      15
#> 5       4 15         2            NA          6011 0.5043803      0      11
#> 6      10 21         0            NA         57945 0.7068784      0      18
#> 7      11 53         0            NA        219433 0.7647809      0      45
#> 8       8 23         0            NA        150654 0.8889808      0      19
#> 9       2 60         4            NA         61014 0.5129702      0      40
#> 10      7 31         0            NA        125085 0.9041465      0      26
#> 11      6 47         2            NA         38599 0.4791238      0      35
#> 12     12 19         0            NA        140472 0.9427747      0      16
#>    AsigmaHat AseEstimate AseRobust BnImputed   estimate BestimateYHat
#> 1  54.330527   1682.7518 2037.6180         0 2034201.28   1935990.341
#> 2  23.562993   1986.1651 2575.3528         1   87324.97     68944.216
#> 3   7.423009    517.9005  857.2972         3   18292.92     15536.409
#> 4  10.185725      0.0000    0.0000         0   21086.00     18585.763
#> 5  11.444005    581.2308  732.2540         0    6703.01      6267.037
#> 6  12.028020      0.0000    0.0000         0   57945.00     50365.038
#> 7  30.219926      0.0000    0.0000         0  219433.00    210856.185
#> 8  35.099842      0.0000    0.0000         0  150654.00    133568.931
#> 9  10.065041   1160.3455  941.7127         2   65999.13     59596.401
#> 10 19.830550      0.0000    0.0000         0  125085.00    125085.000
#> 11 19.563347   1272.4687 1030.1890         4   43512.38     39141.026
#> 12 32.392749      0.0000    0.0000         0  140472.00    140472.000
#>    BestimateOrig     Bcoef BcoefB BnModel BsigmaHat BseEstimate BseRobust
#> 1     2034201.28 0.6059627      0      60  49.42685       0.000     0.000
#> 2       86057.05 0.5734599      0      30  28.94997    1375.475  1422.792
#> 3       16732.62 0.2934554      0      32  13.10330    1012.483  1080.493
#> 4       21086.00 0.2587717      0      20  16.62183       0.000     0.000
#> 5        6703.01 0.3114211      0      12  10.83400       0.000     0.000
#> 6       57945.00 0.2595681      0      20  17.87921       0.000     0.000
#> 7      219433.00 0.4932689      0      52  32.10537       0.000     0.000
#> 8      150654.00 0.4462994      0      22  32.75132       0.000     0.000
#> 9       64048.22 0.3027949      0      52  15.32818    1253.267  1236.658
#> 10     125085.00 0.3194187      0      31  25.88260       0.000     0.000
#> 11      39772.85 0.5222076      0      39  17.09308    1528.314  1748.078
#> 12     140472.00 0.8272207      0      19  53.12696       0.000     0.000
#>    nImputed seRobust seEstimate         cv
#> 1         1 2037.618  1682.7518 0.08272298
#> 2         3 2942.241  2415.9434 2.76661235
#> 3         7 1379.284  1137.2523 6.21689776
#> 4         0    0.000     0.0000 0.00000000
#> 5         2  732.254   581.2308 8.67119125
#> 6         0    0.000     0.0000 0.00000000
#> 7         0    0.000     0.0000 0.00000000
#> 8         0    0.000     0.0000 0.00000000
#> 9         6 1554.395  1707.9462 2.58783148
#> 10        0    0.000     0.0000 0.00000000
#> 11        6 2029.055  1988.6981 4.57041893
#> 12        0    0.000     0.0000 0.00000000
#> 
#> $total
#>   Ntotal nImputedTotal AnImputedTotal BnImputedTotal estimateTotal   cvTotal
#> 1    428            25             15             10       2970709 0.1394908
#> 
ImputeRegression2(w, strataName = names(w)[2],method1="ratioconstant2",method2="ratioconstant")
#> $micro
#>       id     x1     x2      y strata Acategory123         AyHat       ArStud
#> 1    101   9020  30544   2792     13            1  11168.482367 -0.895944665
#> 2    104  12815  32182  11319     13            1  16306.315703 -0.518087352
#> 3    105  31417  54678  32854     13            1  41490.499027 -0.699049270
#> 4    106  38167  78967  42362     13            1  50628.937767 -0.556388477
#> 5    111   2790   4511   3278      3            1   2088.073523  0.741268848
#> 6    118   1025   1404    853      5            1    531.117318  1.328870859
#> 7    119   1900   3610   1531      1            1   1872.582596 -0.503534374
#> 8    121      0    672    103      4            1    169.841668 -0.247069766
#> 9    122   3169   5343   2226     10            1   2322.811360 -0.117452881
#> 10   123   2537   5736   2512     11            1   2569.990894 -0.025942421
#> 11   124   7549  15615   6721      8            1   6682.743770  0.009091797
#> 12   125   4150  11396  10538     10            2   2775.225349  6.121790730
#> 13   127      0   3742      0      2            1     76.607045 -0.125478143
#> 14   128      0   8084    474     11            1   1003.765947 -0.201840120
#> 15   135   3520   7357   1507      7            1   3260.140953 -1.047279530
#> 16   136   7946  15458   5491      7            1   7128.940009 -0.670112928
#> 17   137   1298   5186    331      1            1   1280.439472 -1.182624372
#> 18   138    500   5382    811      1            1    495.505564  0.370669938
#> 19   211  11929  16732   9867      7            1  10610.509517 -0.316203972
#> 20   213  21799  30261  22914     13            1  28469.239205 -0.601767667
#> 21   214   6209  18992   9635      7            1   5610.615572  1.507678503
#> 22   215   4350  15695   7751      8            1   5058.074714  0.644749824
#> 23   216  13678  18623  10648      7            1  12139.323243 -0.633329834
#> 24   217  11582  26792  14146     13            1  14637.027560 -0.055766477
#> 25   219  74171 122348  97383     13            1  99372.693084 -0.110873344
#> 26   220  38503  60106  53067     13            1  51083.828940  0.153598577
#> 27   221     NA  15914      0      7            0            NA           NA
#> 28   226   2658  17443   4400      7            1   2506.660432  0.714120685
#> 29   227   1470  11374   1353      7            1   1468.220920 -0.054525410
#> 30   228   7754  17426  11010      7            1   6961.111401  1.619507477
#> 31   229   7585  10870   2809      7            1   6813.387262 -2.141264881
#> 32   230  22511  36368  23871     13            1  29433.175262 -0.548377571
#> 33   231  25607  52522  41227     13            1  33624.672497  0.623460634
#> 34   233   9175  22857   9878     13            1  11378.327997 -0.184373837
#> 35   234     NA   6323    400      7            0            NA           NA
#> 36   235  20951  34189  23717     13            1  27321.180531 -0.365483034
#> 37   236   3425  20783    112      7            1   3177.100756 -1.067176612
#> 38   237  10788  23811  13445     13            1  13562.076395 -0.014103955
#> 39   238   3320  12267   4830      7            1   3085.319486  0.789080450
#> 40   239   1989   2837   1245      2            1   1043.770556  0.372664926
#> 41   301 180117 658390 455113     13            2 242806.919860  4.627887283
#> 42   402   9400  17835  10354      8            1   7622.807046  0.624256920
#> 43   403  20296  30120  23153     13            1  26434.413512 -0.354761566
#> 44   412   6698  33597   7146     13            1   8024.859440 -0.088880560
#> 45   415   3020   7588   3649      7            1   2823.087286  0.478527058
#> 46   417   3168  20119    616     10            1   2322.350183 -1.067907804
#> 47   418   2862   5131   2657     10            1   2181.230223  0.594627594
#> 48   419   3194   7901   2904      7            1   2975.181962 -0.040092546
#> 49   420   3405   6142   1440     11            1   3105.853430 -0.721205892
#> 50   423   2958   4763   1537      2            1   1514.952779  0.031435216
#> 51   425   3700   7456   1500     11            1   3287.972610 -0.700044711
#> 52   426   1315   3760     NA      2            3    716.033901           NA
#> 53   427   7213  21030   7919     13            1   8722.088470 -0.102798089
#> 54   428     NA   6525     10     11            0            NA           NA
#> 55   429   1668   4429      0      2            1    887.682327 -1.338096793
#> 56   430   2092   2600    309      2            1   1093.854941 -1.567408468
#> 57   432     NA   1881    742      3            0            NA           NA
#> 58   434     NA   1305    409      6            0            NA           NA
#> 59   436   1080   1620    569      5            1    550.375936  0.067436780
#> 60   437   2450   5580   1909     12            1   3190.357226 -0.562736434
#> 61   438     NA   2426    830      2            0            NA           NA
#> 62   439   1182   1592      0      2            1    651.361832 -1.699046656
#> 63   441   2852   1956   1828      5            1   1170.853592  2.746614934
#> 64   501  19444  27476  20635     13            1  25280.939467 -0.526658387
#> 65   502   9415  30137   7666     13            1  11703.250264 -0.432325568
#> 66   511   1780   2701   1256      2            1    942.143018  0.597877206
#> 67   512    748   2055    742      5            1    434.123915  1.020920079
#> 68   513   3100   2204   3199      3            1   2298.427518  0.820925844
#> 69   514   2030   2347     NA      3            3   1572.366956           NA
#> 70   515   2400   3664   1721      2            1   1243.621840  0.781529888
#> 71   516   4088   5741   7149     12            1   4487.706436  1.155385354
#> 72   517   5900   5935   4099     11            1   4646.149545 -0.240102306
#> 73   519     NA   3154      0      2            0            NA           NA
#> 74   520   1990   4462   1576      2            1   1044.256812  0.786232010
#> 75   521   2468   5072   1535     11            1   2527.393527 -0.474831415
#> 76   522   2547   6227   5721     11            1   2576.164426  1.378187400
#> 77   528   1405  14906    824     10            1   1509.296296 -0.492261404
#> 78   529   9760  13180   1803      7            2   8714.570711 -2.765110597
#> 79   532   2213   6629   3715      7            1   2117.682668  1.026510528
#> 80   533     NA   9044   1433      7            0            NA           NA
#> 81   534   2773  13695   3384     10            1   2140.185529  0.940071575
#> 82   536   2555   5758   1961     10            1   2039.649087 -0.091313170
#> 83   538   2587   6751    445     11            1   2600.858552 -0.894505906
#> 84   540      0   3058      0      2            1     76.607045 -0.139823682
#> 85   541   3100   1321   1097      6            1   1453.999971 -0.513793225
#> 86   542   5988   6458   5303     11            1   4700.476622  0.253221937
#> 87   543    627   2168    801      2            1    381.489660  0.915580355
#> 88   544      0   3220      0      2            1     76.607045 -0.135985240
#> 89   545      0   1590    140      6            1     89.067108  0.065902649
#> 90   602  32524  67895  56116     13            1  42989.202981  0.954903095
#> 91   604   6587  27013      0     13            1   7874.582892 -0.895159684
#> 92   605   8718  29801  15997     13            1  10759.621848  0.564541338
#> 93   612   1548   6767   2624      8            1   3635.029171 -0.413608038
#> 94   615   2570   1074   1145      5            1   1072.109405  0.346347766
#> 95   616   2915   3422   1726      2            1   1494.043764  0.392862331
#> 96   617   5800   4578   2957      2            1   2896.892798  0.093972180
#> 97   618   2795   2422   1291      2            1   1435.693025 -0.292655777
#> 98   619   2295   4711    690      3            1   1752.185693 -0.645341332
#> 99   620   3090   4497   1208      3            1   2291.641905 -0.675560124
#> 100  621     NA   3512    106      2            0            NA           NA
#> 101  622      0   2275    260      1            1      3.692338  0.507548237
#> 102  623   4507  13794   3835     10            1   2939.865303  0.682174806
#> 103  624   6000  18205   7781      7            1   5427.927139  0.872667782
#> 104  625     NA  24431   5406     13            0            NA           NA
#> 105  626   7678  25731  20942     13            1   9351.625361  1.363837987
#> 106  627     NA  21492   4783     13            0            NA           NA
#> 107  628     NA   9413     16      7            0            NA           NA
#> 108  631     NA   2699   1216      1            0            NA           NA
#> 109  632     NA   1404    304      6            0            NA           NA
#> 110  633   2119   2548   1873      6            1   1022.064765  0.856050852
#> 111  701   8577  27178   2934     13            1  10568.730017 -0.865407725
#> 112  702   3099  10741   2043      7            1   2892.141765 -0.408223712
#> 113  704  29223  42276  29885     13            1  38520.167976 -0.797565399
#> 114  706   8211  45820  20503     13            1  10073.223561  0.909954079
#> 115  709  13787  43867  14068     13            1  17622.250881 -0.315497994
#> 116  711   3855   6604    781      7            1   3552.966909 -1.831280612
#> 117  713   5900   9297   2501     10            1   3582.283944 -1.163335195
#> 118  714   2027   3163   2201      2            1   1062.248290  2.106776022
#> 119  716   8200   9361   3876      8            1   7013.365700 -1.023443592
#> 120  719   3240   5937   1232     10            1   2355.554880 -1.365494954
#> 121  720   4608  11657   2907      7            1   4211.169731 -0.600919548
#> 122  722   8382  21621   7164     13            1  10304.730676 -0.397215980
#> 123  723   1831   4971   1143      1            1   1804.712371 -0.831030277
#> 124  728    744   2474      0      1            1    735.510418 -1.388871261
#> 125  805  19328  35955  12781     13            1  25123.893705 -1.233337802
#> 126  806   9200  53952  72675     13            2  11412.174067  4.916710365
#> 127  807   5450  12717   9812     11            1   4368.340627  1.667686391
#> 128  811      0   2335    106      1            1      3.692338  0.197671068
#> 129  814   3317  14088   6103      8            1   4533.447289  0.398346401
#> 130  815   5716  10607   4926     11            1   4532.556565  0.128077900
#> 131  817   2743   4136   1600      2            1   1410.407704  0.290387004
#> 132  819   5575   6534   2033     11            1   4445.509771 -1.018014557
#> 133  821      0   6101    265     11            1   1003.765947 -0.327583969
#> 134  822    540   4338    447      1            1    534.850622 -0.115041407
#> 135  826   4697   5940   3801     12            1   4970.054220 -0.475323465
#> 136  827     NA   1613      0      5            0            NA           NA
#> 137  828   1025   2991   1015      2            1    575.019614  0.802592528
#> 138  829   2700   2448   2806      2            1   1389.498689  3.213777887
#> 139  830      0   1443    377      5            1    172.206710  0.829213936
#> 140  831   1150   1323   1587      6            1    595.413170  1.420568405
#> 141  833   2100   2246   2287      3            1   1619.866245  0.597794590
#> 142  834  12410   3727      0      3            2   8615.832967 -3.698254036
#> 143  901   5494   6920   2037     11            1   4395.504165 -0.964917751
#> 144  904  10391  22550   8696     13            1  13024.600813 -0.537284572
#> 145  906  65832  44313  23978     13            2  88082.998173 -5.163185512
#> 146  911    546   2473      0      2            1    342.102911 -0.694061546
#> 147  912   2000   2036   2438      1            1   1970.945241  0.992864463
#> 148  914      0   6014    370     10            1    861.343538 -0.670060926
#> 149  919   9886   5618  11348     11            1   7106.919210  2.095070207
#> 150  926   9036  10577   4156     11            1   6582.169030 -0.808754714
#> 151  928   2341   5147    387      2            1   1214.932726 -1.150001750
#> 152  929   2835   1847   1072      6            1   1337.320226 -0.315485211
#> 153  935   1916   1317     NA      5            3    843.106930           NA
#> 154  937    275   3582   1088      1            1    274.189613  1.266335495
#> 155  938     NA   1204    784      6            0            NA           NA
#> 156  940   3000   1242   3053      6            1   1409.969879  2.685091985
#> 157  941      0    945   4103     13            1  -1043.179475  3.797418581
#> 158 1001  61868  88447  78937     13            1  82716.365408 -0.247077298
#> 159 1002   9039  15529  14448      8            1   7439.466774  1.875450827
#> 160 1003  12099   9705  11708     11            1   8473.121735  1.175624420
#> 161 1004   5010   9096   6981     11            1   4096.705240  1.026758674
#> 162 1014   7426  14308   6404      8            1   6620.276032 -0.053783867
#> 163 1017   3800   6419   3191     10            1   2613.813630  0.653286788
#> 164 1018   2606  11260   1007      7            1   2461.206850 -0.689201577
#> 165 1021   2003   2290   1879      4            1    966.414047  2.305484791
#> 166 1026   1355    942    696      6            1    685.674859  0.017082532
#> 167 1027    440   1750    455      4            1    344.825116  0.234494091
#> 168 1029   2220   4943   1512      2            1   1156.095730  0.497293496
#> 169 1032   1200   8497   8749     11            1   1744.589730  2.805676806
#> 170 1034     NA   1702     45      5            0            NA           NA
#> 171 1037   3895   5981    863     12            1   4334.844167 -1.527400362
#> 172 1046   1400   1832    739     13            1    852.200412 -0.050681096
#> 173 1101   4631  14942   5848     10            1   2997.051169  2.426457982
#> 174 1102  26391  74820  47888     13            1  34686.085234  0.907997607
#> 175 1103  60935 132644 138672     13            1  81453.230097  3.290496248
#> 176 1106  13610  36951  28370     13            1  17382.620710  1.073853161
#> 177 1111    612   3313      0      1            1    605.671727 -0.944993386
#> 178 1112     NA   3243   5084      2            0            NA           NA
#> 179 1114     NA   2825    566      2            0            NA           NA
#> 180 1119      0  18591      0      7            1    183.283140 -0.067902353
#> 181 1120   7170  18970   7220      7            1   6450.632719  0.277542698
#> 182 1121   6580  18572   6665      8            1   6190.619883  0.102494149
#> 183 1122   4195  11853   5484      8            1   4979.355207  0.138640898
#> 184 1124  22700  26096  22687     13            1  29689.051546 -0.822505638
#> 185 1127   6432  10737  11144      8            1   6115.455450  1.552292082
#> 186 1129     89   1238   1386     13            1   -922.687468  1.311986930
#> 187 1130   4168  12464   2357      8            1   4965.642777 -0.708284547
#> 188 1133   1790   2737   2196      3            1   1409.512250  0.638001065
#> 189 1134   2803   3903   4214     13            1   2751.641827  0.440242312
#> 190 1135   5988   4710   7117      3            1   4258.112473  2.032341356
#> 191 1141     NA   3221      0      2            0            NA           NA
#> 192 1142   4050   4856   1491      2            1   2045.944511 -0.802898120
#> 193 1144     NA    524    178      4            0            NA           NA
#> 194 1145     NA    865     15      5            0            NA           NA
#> 195 1146   8550  10925   5125     12            1   8021.755385 -0.873859675
#> 196 1149   8354  42187  13044     13            1  10266.823078  0.250760117
#> 197 1151    450    200    563      4            1    348.802013  2.069334743
#> 198 1160  10516   8788   2689     11            1   7495.851696 -1.850710750
#> 199 1201  94310 277391 205308     13            1 126637.732756  3.120805104
#> 200 1211    651   4106    674      1            1    644.033158  0.040266791
#> 201 1216   1900   5593   1531     11            1   2176.736936 -0.294212937
#> 202 1219   2975  11778    262     11            1   2840.391575 -0.802066304
#> 203 1221  11300  18775   6421      8            1   8587.755844 -0.495373469
#> 204 1222    497   3140      0      3            1    532.132525 -0.414669820
#> 205 1223   2200   2797    169      2            1   1146.370607 -1.908673909
#> 206 1224     NA  13271    829     11            0            NA           NA
#> 207 1227      0   1104      0      6            1     89.067108 -0.140727594
#> 208 1228   6398   6930   6358     12            1   6317.301477  0.015022993
#> 209 1231    600   3401   1092      2            1    368.360744  1.257722638
#> 210 1232   2207    925   1371     13            1   1944.751532 -0.373862347
#> 211 1233     NA   1116    633      6            0            NA           NA
#> 212 1234     NA    920     25      5            0            NA           NA
#> 213 1235  11331  14425   8113     11            1   7998.994515  0.032567138
#> 214 1238   7310   8475   5161     11            1   5516.617490 -0.130612609
#> 215 1241     NA   3876   1435      2            0            NA           NA
#> 216 1242    440   2443    572      3            1    493.454532  0.070822679
#> 217 1243  12075  19742   2162      8            1   8981.353380 -1.654533858
#> 218 1244   3200   5118   2002      3            1   2366.283645 -0.210528652
#> 219 1245   3658   6975      0      8            1   4706.630205 -1.938423056
#> 220 1246     NA  24870   7228     13            0            NA           NA
#> 221 1247  10257  28380   9927     13            1  12843.185881 -0.321749716
#> 222 1251   4911   4125   4074      3            1   3527.301983  0.367474047
#> 223 1252   2520    381      0     13            1   2368.504321 -2.888820759
#> 224 1253   1874   7957    846     10            1   1725.587999 -0.890041041
#> 225 1256     NA   7812      0      8            0            NA           NA
#> 226 1259   1121   4852   2720      3            1    955.554759  1.088885219
#> 227 1260   3956   5077   2169     10            1   2685.757139 -0.674634490
#> 228 1263  11486  15607   8647     12            1  10347.162761 -0.427899903
#> 229 1264   2248   2858   4004      2            2   1169.710903  5.142256564
#> 230 1265   1471    576   1303      5            2    687.287202  3.538984813
#> 231 1266   2700   1701   1542      6            1   1277.879602  0.326947575
#> 232 1401   4017  11923  14126     11            2   3483.673560  3.253591992
#> 233 1411      0   2370      0      5            1    172.206710 -0.524984721
#> 234 1412   1019    785    658      5            1    529.016378  0.700626993
#> 235 1413   1568   1395    387      4            1    793.419047 -1.091328500
#> 236 1416     NA   4161  12094      3            0            NA           NA
#> 237 1417   2019   2689      0      3            1   1564.902782 -1.315664677
#> 238 1418   2645   1294   1048      5            1   1098.371157 -0.215167260
#> 239 1419     NA   2298   2397      2            0            NA           NA
#> 240 1420     NA   7839    397      8            0            NA           NA
#> 241 1421   2570   1764      0     13            1   2436.196460 -1.122755555
#> 242 1422   3726   2172      0      6            1   1729.628350 -2.057484250
#> 243 1424   5950   5359   8456     12            1   5962.470923  1.106846668
#> 244 1426   2999   5093  11700     12            2   3625.183060  3.228870864
#> 245 1428     NA   3023      0      1            0            NA           NA
#> 246 1429   2277   2830   1079      2            1   1183.812332 -0.194299180
#> 247 1430     NA   2942    285      2            0            NA           NA
#> 248 1431      0   3020     NA      2            3     76.607045           NA
#> 249 1432  11500  12900   5772      8            1   8689.329401 -0.853182551
#> 250 1433   1200   2840     94      2            1    660.114443 -1.065529727
#> 251 1438   3506   3846    758      6            1   1632.762146 -0.722647153
#> 252 1439     NA   6046   1895     11            0            NA           NA
#> 253 1441     NA   2774      0      1            0            NA           NA
#> 254 1443   2800   6015   3038     11            1   2732.354773  0.133257080
#> 255 1444   2500   1200      0      4            2   1164.065805 -2.572439159
#> 256 1445   6639   5784   8526     11            1   5102.373525  1.571456481
#> 257 1449   1307   7168   2281     10            1   1464.101014  0.894413531
#> 258 1502  18879  26732  24205     13            1  24516.018298 -0.035635470
#> 259 1504  15204  46747  22851     13            1  19540.646095  0.284757686
#> 260 1505   9913  24526   7486     13            1  12377.463966 -0.582047269
#> 261 1511   1856   3256   1064      2            1    979.098486  0.146259461
#> 262 1514     NA   2559    405      1            0            NA           NA
#> 263 1515     NA   8972   3423      8            0            NA           NA
#> 264 1516  11028   8430   5817     11            1   7811.936509 -0.765832557
#> 265 1517     NA   5189   1780     10            0            NA           NA
#> 266 1519   2000   9037    932     11            1   2238.472252 -0.464410727
#> 267 1520   2350  10677   3974     10            1   1945.107937  1.889982259
#> 268 1523   2262   2310   3098      1            1   2228.655371  1.931654279
#> 269 1524    880   1652    601      6            1    476.531921  0.154749464
#> 270 1525     NA   4598    461      2            0            NA           NA
#> 271 1526   2450   1020     NA      5            3   1030.090603           NA
#> 272 1528   3045   7675   3714      7            1   2844.939969  0.500552167
#> 273 1529   2470   4620   3436      1            1   2433.249673  1.420236058
#> 274 1531   3000   8952   2024      7            1   2805.605139 -0.414109255
#> 275 1532   6968   8094   2111     11            1   5305.482712 -1.220213784
#> 276 1534      0   9200   1115     10            1    861.343538  0.254263683
#> 277 1535   6015   6611   2432     11            1   4717.145158 -0.958535204
#> 278 1539   4844   7492   3288     11            1   3994.224616 -0.274352440
#> 279 1543     NA   2970    554      2            0            NA           NA
#> 280 1545      0   2088      0      4            1    169.841668 -0.334239108
#> 281 1546   3118   1270      0      5            2   1263.995272 -4.744001754
#> 282 1547      0   3518   1770     13            1  -1043.179475  0.903006650
#> 283 1548   3000   9717   1287     10            1   2244.872558 -0.862221714
#> 284 1551   6287   3467   2093      1            2   6187.751838 -3.646714470
#> 285 1554   1825   5826   1862     11            1   2130.435450 -0.119678211
#> 286 1557   3745   2593   1061      2            1   1897.636381 -1.734995918
#> 287 1560   1500   3103    980      2            1    805.991292  0.307870845
#> 288 1563   5193   7160   7244     12            1   5362.902332  0.695486836
#> 289 1566   2100   5969   5687     11            1   2300.207567  1.528667158
#> 290 1567      0   2036      0      2            1     76.607045 -0.174940045
#> 291 1571   1715   1547    958      5            1    772.725435  0.701256218
#> 292 1573   1890   2141   1105      6            1    921.235854  0.199567719
#> 293 1576   3730   3536   1765      3            1   2725.921120 -0.684935432
#> 294 1601  42752 187353  77340     13            1  56836.306896  0.891923376
#> 295 1612   5078   4260   3297      2            1   2545.815848  1.213690369
#> 296 1613    342    978     NA      5            3    291.960298           NA
#> 297 1617     NA   4622     14      3            0            NA           NA
#> 298 1620   2044   4799   3938      3            1   1581.866814  1.477231377
#> 299 1621   3545   5209   5014      8            1   4649.241145  0.161176550
#> 300 1622   3300   1733   1070      4            1   1482.217529 -1.493463380
#> 301 1624    920   6644    388     11            1   1571.730847 -0.497492634
#> 302 1627   3179   4779   2042      2            1   1622.415392  0.601544279
#> 303 1630     NA   3272      2      2            0            NA           NA
#> 304 1632     NA    961      0      5            0            NA           NA
#> 305 1633   1082    976    564      5            1    551.076249  0.061280431
#> 306 1634   2885   6886   5541     11            1   2784.829791  1.137083992
#> 307 1635   3842   2562   1462      2            1   1944.803229 -0.985084914
#> 308 1636      0   3954      0      2            1     76.607045 -0.121855844
#> 309 1638   4098  11779   7918      7            1   3765.374991  2.054146024
#> 310 1640    382   5635      0     11            1   1239.594851 -0.572625715
#> 311 1644      0   2031   1926      2            2     76.607045  3.829598609
#> 312 1648   3715   6298   5310     10            2   2574.613641  2.866700023
#> 313 1653   9611  16096  12273      7            1   8584.328719  1.585431621
#> 314 1657   2500   7755   1835      7            1   2368.551473 -0.306636045
#> 315 1662   2549   6067   2014     11            1   2577.399132 -0.244957143
#> 316 1663   7560  13738  14395      8            1   6688.330315  2.248867972
#> 317 1664   3236   4132   2009      1            1   3186.707535 -2.094571354
#> 318 1665   3000    851   3413      6            2   1409.969879  3.266696847
#> 319 1702      0  21781   2123     13            1  -1043.179475  0.398801222
#> 320 1703  11596  13010   9687     11            1   8162.593100  0.462475904
#> 321 1711     NA   2523   3978      3            0            NA           NA
#> 322 1714  20710  23308  23850     13            1  26994.904422 -0.388381169
#> 323 1717    200   2631      0      1            1    200.417629 -0.354065065
#> 324 1718   2225   3531   1291      4            1   1054.701150  0.370253993
#> 325 1719  13987  19610  25837      8            2   9952.396591  3.025298834
#> 326 1721    500  14885   3302      8            1   3102.783729  0.051414429
#> 327 1724      0   2527    473      2            1     76.607045  0.809541147
#> 328 1725     NA   1622      0      5            0            NA           NA
#> 329 1736      0   2139      0      3            1    194.887572 -0.197757493
#> 330 1738   4410   1375   1379      5            1   1716.397717 -1.936658592
#> 331 1739   1586    469    297      6            1    787.384373 -1.200498058
#> 332 1740   2412    867      0      6            1   1151.072936 -2.160760021
#> 333 1742   2841   2466   3258      6            1   1339.962032  2.086981240
#> 334 1743     NA   1250      0      5            0            NA           NA
#> 335 1744   1916   3825    331      2            1   1008.273856 -1.091353531
#> 336 1748    288    633     85      4            1    284.376289 -0.765545486
#> 337 1749   1768   1103    405      5            1    791.283739 -1.929688106
#> 338 1750   4056   4387   5225      3            1   2947.132094  1.518390077
#> 339 1751     NA   5126    607     11            0            NA           NA
#> 340 1755     NA    562      0      5            0            NA           NA
#> 341 1756    800   6769    132     11            1   1497.648469 -0.569439302
#> 342 1804  15263  50488  32268     13            1  19620.522819  1.056693482
#> 343 1805  10530  18787  13906     11            1   7504.494640  1.632432943
#> 344 1811      0   1465      0      5            1    172.206710 -0.686626874
#> 345 1812   2200   2031   1226      3            1   1687.722372 -0.434409954
#> 346 1813   2920   7962   5188     11            1   2806.437152  0.906806423
#> 347 1815      0   1244     NA      6            3     89.067108           NA
#> 348 1816    112    507     NA      4            3    214.382910           NA
#> 349 1818     NA   1743     NA      2            0            NA           NA
#> 350 1820   5845   7437   5115     12            1   5879.307513 -0.272247817
#> 351 1822    900   2216    594      2            1    514.237593  0.169156156
#> 352 1824  11200  13427   8888     12            1  10120.641470 -0.335134518
#> 353 1825     NA   1462     22      5            0            NA           NA
#> 354 1826   1955   1465   1127      6            1    949.855414  0.233837275
#> 355 1827     NA   1402     NA      5            0            NA           NA
#> 356 1828      0   1838    354      6            1     89.067108  0.317680581
#> 357 1832   3716   4486   1770      3            1   2716.421262 -0.593244665
#> 358 1833  10751  26039  20207     13            1  13511.984213  0.775275781
#> 359 1834   1260   1923     NA      4            3    670.930633           NA
#> 360 1835   1770    478     NA      5            3    791.984053           NA
#> 361 1836      0   1268     14      5            1    172.206710 -0.684116434
#> 362 1837   2315   6471   2027     12            1   3083.432840 -0.424142665
#> 363 1838      0   2043    744      6            1     89.067108  0.747730528
#> 364 1839      0   1034      0      6            1     89.067108 -0.145980980
#> 365 1840     NA   4700     NA      2            0            NA           NA
#> 366 1841   6132   9604   8214     12            1   6106.620836  0.664467246
#> 367 1845     NA   1963     NA      6            0            NA           NA
#> 368 1848   5800   2543   2327      3            1   4130.542954 -1.854474559
#> 369 1849     NA   1824     NA      6            0            NA           NA
#> 370 1850     NA   1974     NA      6            0            NA           NA
#> 371 1851     NA   2144   1529      5            0            NA           NA
#> 372 1852     NA   1283     NA      5            0            NA           NA
#> 373 1853     NA   1400     NA      6            0            NA           NA
#> 374 1854    950   2556     NA      2            3    538.550401           NA
#> 375 1856   1850    551     22      6            1    903.623817 -2.066903338
#> 376 1857    320    765      0      4            1    297.102358 -1.053096477
#> 377 1859    500   1336    147      5            1    347.285055 -0.829348954
#> 378 1860  11380  11198   1959     11            1   8029.244819 -2.088974644
#> 379 1865  18065   9350   2793     11            2  12156.250641 -2.826432234
#> 380 1866   5210   8082   4907     11            1   4220.175870  0.256757069
#> 381 1867     NA   2632     NA      5            0            NA           NA
#> 382 1868   3321   4529   2105      2            1   1691.463767  0.610778994
#> 383 1870     NA  10214   9559     11            0            NA           NA
#> 384 1871     NA   4980   3177     11            0            NA           NA
#> 385 1874     NA   1062      0      5            0            NA           NA
#> 386 1902  31859  73480  31866     13            1  42088.897534 -0.710816563
#> 387 1903  14981  24695  15689     13            1  19238.739156 -0.422135617
#> 388 1911   3750   3029   4104      6            1   1740.195572  2.399086833
#> 389 1913   4000   3041   2090      2            1   2021.631703  0.126018174
#> 390 1917   1500   1403    891      6            1    749.518493  0.190507091
#> 391 1919     NA   1137      0      5            0            NA           NA
#> 392 1920     NA   1051      0      6            0            NA           NA
#> 393 1922   5030   4019     NA      3            3   3608.050774           NA
#> 394 1923   2164   2230   3622     13            1   1886.536293  0.701696671
#> 395 1924   5475   6741   5510     11            1   4383.774455  0.463072050
#> 396 1925   3650   3452     NA      2            3   1851.442045           NA
#> 397 1926      0   1158    146      5            1    172.206710 -0.117588903
#> 398 1927      0   1543      0      5            1    172.206710 -0.666519662
#> 399 1928      0    913      0      4            1    169.841668 -0.531399283
#> 400 1929     NA    915    225      5            0            NA           NA
#> 401 1931   5837  11618   1766     12            1   5872.971253 -1.216166903
#> 402 1933   1800   5701    712     11            1   2115.001621 -0.635717303
#> 403 1936   1898   2282    997      6            1    924.758261  0.075907962
#> 404 1938   2500   2861    591      6            1   1189.819417 -0.566253255
#> 405 1939   1200   1865   1061      6            1    617.428216  0.518634811
#> 406 1940      0   2150    595      6            1     89.067108  0.560120955
#> 407 1941   2023   2920    629      3            1   1567.617027 -0.735345463
#> 408 1942   2560   4895    969      3            1   1932.004430 -0.572111296
#> 409 1943      0   1231      0      6            1     89.067108 -0.132489127
#> 410 2002   3910   2137   8367      3            2   2848.062149  4.718305100
#> 411 2003     NA   6160   1913     12            0            NA           NA
#> 412 2004  19291  10455  17871     12            1  16528.976306  0.671148843
#> 413 2011     NA   2956   1708      3            0            NA           NA
#> 414 2012   2649  20097  14343     12            1   3347.971690  3.091799266
#> 415 2014      0    951      0      6            1     89.067108 -0.153044634
#> 416 2015      0   1054     24      6            1     89.067108 -0.105488820
#> 417 2017   1600   1035    530      6            1    793.548586 -0.416135701
#> 418 2018   1572   1215    653      6            1    781.220160 -0.185924090
#> 419 2019     NA   3276   2742      3            0            NA           NA
#> 420 2020   3790   3978      0      3            1   2766.634796 -2.001775667
#> 421 2021   3262   2668   4038      3            1   2408.354444  1.382372298
#> 422 2022   2011   1318   1667      6            1    974.512265  0.979555478
#> 423 2023   2904   1139   1569      6            1   1367.700990  0.310820694
#> 424 2024   1820   1000   1048      6            1    890.414789  0.253219141
#> 425 2025   2450   2922     NA      6            3   1167.804371           NA
#> 426 2027    400    959     NA     13            3   -501.642365           NA
#> 427 2028     NA   2211     NA      3            0            NA           NA
#> 428 2030     NA  10227  19083     12            0            NA           NA
#>          Adffits        Ahii AleaveOutResid Bcategory123         ByHat
#> 1   -0.068471130 0.005806621    -8425.40550            1  18573.314261
#> 2   -0.050974139 0.009587600    -5035.59497            1  19560.460784
#> 3   -0.134814069 0.035858780    -8957.71164            1  33117.755158
#> 4   -0.110080819 0.037669620    -8590.54015            1  47755.607356
#> 5    0.131672374 0.030587668     1227.47198            1   2376.421247
#> 6    0.318356359 0.054278137      340.35660            1    417.021427
#> 7   -0.162405539 0.094224531     -377.11619            1    929.252512
#> 8   -0.113279527 0.173700521      -80.89279            1     73.167023
#> 9   -0.036994027 0.090252028     -106.41558            1   1915.692879
#> 10  -0.005193229 0.038529202      -60.31477            1   2291.217386
#> 11   0.002144764 0.052715675       40.38516            1   7050.650552
#> 12           NaN         NaN     7762.77465            2   2376.714892
#> 13  -0.031875300 0.060619708      -81.55062            1   1091.147782
#> 14  -0.050344906 0.058571128     -562.72541            1   3981.136239
#> 15  -0.274493727 0.064281338    -1873.57699            1   1875.838703
#> 16  -0.192247785 0.076046108    -1772.75081            1   5191.534644
#> 17  -0.243341428 0.040619031     -989.63759            1   1279.439037
#> 18   0.086758495 0.051938092      332.77831            1   1322.990153
#> 19  -0.168820989 0.221819046     -955.44553            1   5712.976025
#> 20  -0.105187172 0.029648117    -5724.97390            1  18402.763305
#> 21   0.280251620 0.033398447     4163.43675            1   6637.981929
#> 22   0.143650995 0.047292721     2826.60303            1   7088.605812
#> 23  -0.404456003 0.289688627    -2099.53451            1   6486.952204
#> 24  -0.005501913 0.009639934     -495.80711            1  16312.158122
#> 25  -0.036750235 0.098990872    -2208.29404            1  73899.321226
#> 26   0.035395610 0.050425859     2088.48469            1  36388.958654
#> 27           NaN         NaN             NA            1   5378.173003
#> 28   0.134219971 0.034120395     1960.22316            1   6003.984519
#> 29  -0.016003072 0.079309042     -125.14614            1   3519.975303
#> 30   0.420140120 0.063057308     4321.38340            1   5997.026510
#> 31  -0.694557913 0.095198370    -4425.70739            1   3313.690800
#> 32  -0.090321872 0.026412025    -5713.06898            1  22083.168565
#> 33   0.097930616 0.024078736     7789.89841            1  31818.434093
#> 34  -0.016488351 0.007934076    -1512.32691            1  13940.716383
#> 35           NaN         NaN             NA            1   1452.628037
#> 36  -0.057468643 0.024127944    -3693.29208            1  20769.986469
#> 37  -0.164481014 0.023203998    -3137.91288            1   7371.028643
#> 38  -0.001392289 0.009650842     -118.21729            1  14515.647875
#> 39   0.161595449 0.040250705     1817.85027            1   3885.475423
#> 40   0.062710862 0.027537306      206.92767            1    902.518874
#> 41           NaN         NaN   212306.08014            1 396946.938168
#> 42   0.185974102 0.081517197     2973.59182            1   8103.909027
#> 43  -0.057517956 0.025613276    -3367.67059            1  18317.789153
#> 44  -0.005571248 0.003913707     -882.31255            1  20413.215564
#> 45   0.131600335 0.070313320      888.37748            1   1970.385767
#> 46  -0.167315742 0.023959294    -1748.23670            1   3041.095367
#> 47   0.183723856 0.087145057      521.18880            1   1899.546065
#> 48  -0.010523030 0.064449785      -76.08567            1   2098.494991
#> 49  -0.125569124 0.029422358    -1716.35257            1   2583.426523
#> 50   0.005179911 0.026434846       22.64586            1   1303.954539
#> 51  -0.107691558 0.023118188    -1830.28549            1   3529.147721
#> 52           NaN         NaN             NA            2   1094.899517
#> 53  -0.008397572 0.006629013     -808.44768            1  12839.668338
#> 54           NaN         NaN             NA            1   2859.081941
#> 55  -0.181095043 0.017986860     -903.94140            1   1234.339008
#> 56  -0.278299577 0.030561931     -809.59781            1    853.121028
#> 57           NaN         NaN             NA            1   1422.091147
#> 58           NaN         NaN             NA            1    651.108617
#> 59   0.014886251 0.046463745       19.53157            1    501.131604
#> 60  -0.251619820 0.166618583    -1537.53996            1   5434.855271
#> 61           NaN         NaN             NA            1    816.854254
#> 62  -0.436213872 0.061839435     -694.29675            1    643.023857
#> 63   0.962843579 0.109440678      737.90301            1    631.969656
#> 64  -0.085469994 0.025661337    -4768.30043            1  16724.373154
#> 65  -0.034230958 0.006230201    -4062.56083            1  18328.034264
#> 66   0.103198577 0.028931652      323.20792            1    874.172431
#> 67   0.212993634 0.041710600      321.27673            1    670.520154
#> 68   0.221761048 0.068010168      966.29003            1   1539.295947
#> 69           NaN         NaN             NA            2   1591.185378
#> 70   0.123148703 0.024227961      489.23124            1   1074.890263
#> 71   0.401485565 0.107740134     2982.64403            1   5528.766258
#> 72  -0.044342969 0.032983061     -565.81175            1   2434.443047
#> 73           NaN         NaN             NA            1    968.591099
#> 74   0.104963086 0.017510544      541.22025            1   1241.217190
#> 75  -0.102355434 0.044403526    -1038.50689            1   1813.318699
#> 76   0.264000859 0.035395135     3260.23192            1   2644.603313
#> 77  -0.119466944 0.055622386     -725.65919            1   2644.051298
#> 78           NaN         NaN    -6911.57071            1   4259.161436
#> 79   0.350265340 0.104288337     1783.29411            1   1577.872199
#> 80           NaN         NaN             NA            1   2566.318774
#> 81   0.172177876 0.032456620     1285.53871            1   2551.816429
#> 82  -0.026660571 0.078549604      -85.35358            1   1947.301030
#> 83  -0.163418475 0.032298136    -2227.81275            1   3021.740229
#> 84  -0.039578311 0.074178858      -82.74497            1    948.581845
#> 85  -0.160507327 0.088914411     -391.84021            1    661.245505
#> 86   0.045248889 0.030943007      621.76258            1   2810.860236
#> 87   0.244338436 0.066483324      449.38709            1    763.079383
#> 88  -0.037435664 0.070446878      -82.41277            1    982.347462
#> 89   0.018227432 0.071061165       54.82911            1    831.671949
#> 90   0.171093402 0.031104614    13548.20882            1  41083.027194
#> 91  -0.062237159 0.004810655    -7912.64791            1  16445.344558
#> 92   0.042750070 0.005701628     5267.41097            1  18125.542669
#> 93  -0.241619083 0.254432023    -1356.05230            1   2852.798756
#> 94   0.150222006 0.158336434       86.60301            1    288.519769
#> 95   0.075575608 0.035686247      240.54021            1   1024.450268
#> 96   0.040609474 0.157361177       71.33211            1   1265.395039
#> 97  -0.064549129 0.046391323     -151.73208            1    816.020535
#> 98  -0.113749667 0.030132402    -1095.18629            1   2448.993878
#> 99  -0.125204445 0.033208134    -1120.86370            1   2371.341163
#> 100          NaN         NaN             NA            1   1043.208944
#> 101  0.256359775 0.203263660      321.69696            1    632.616085
#> 102  0.201283996 0.080089014      973.06665            1   2559.356687
#> 103  0.160031934 0.032534991     2432.20462            1   6315.867041
#> 104          NaN         NaN             NA            1  14889.293079
#> 105  0.103614144 0.005738694    11657.27216            1  15672.742700
#> 106          NaN         NaN             NA            1  13118.094281
#> 107          NaN         NaN             NA            1   2717.348499
#> 108          NaN         NaN             NA            1    726.828703
#> 109          NaN         NaN             NA            1    713.830616
#> 110  0.119903485 0.019240963      867.62926            1   1438.618167
#> 111 -0.067962929 0.006129604    -7681.81651            1  16544.782395
#> 112 -0.092269789 0.048605268     -892.52309            1   3260.891791
#> 113 -0.162179377 0.039706590    -8992.21831            1  25643.645768
#> 114  0.053596682 0.003457266    10465.96005            1  27779.449967
#> 115 -0.028431516 0.008055531    -3583.11477            1  26602.467574
#> 116 -0.494139326 0.067868205    -2973.79290            1   1567.639833
#> 117 -0.718017564 0.275857336    -1493.19188            1   2216.846198
#> 118  0.336123099 0.024822396     1167.73776            1    970.466967
#> 119 -0.353186291 0.106417819    -3510.99850            1   4083.498073
#> 120 -0.412304414 0.083553190    -1225.99028            1   1960.934425
#> 121 -0.118904757 0.037677864    -1355.23198            1   3635.805688
#> 122 -0.034529078 0.007499757    -3164.46338            1  13195.836589
#> 123 -0.217029012 0.063848133     -706.84298            1   1231.666129
#> 124 -0.443968986 0.092710160     -810.66754            1    676.833799
#> 125 -0.173319663 0.019365939   -12586.64592            1  21834.272647
#> 126          NaN         NaN    61262.82593            2  32680.228677
#> 127  0.199087780 0.014051244     5521.23966            1   7315.631146
#> 128  0.098229978 0.198040611      127.57212            1    645.948059
#> 129  0.109468774 0.070216706     1688.08444            1   6326.179520
#> 130  0.017205054 0.017725423      400.54323            1   5797.007305
#> 131  0.047663634 0.026234590      194.70018            1   1173.269097
#> 132 -0.172706905 0.027976175    -2481.94510            1   2865.559483
#> 133 -0.095020959 0.077608424     -800.92443            1   2553.917719
#> 134 -0.029611427 0.062136923      -93.67105            1   1091.013800
#> 135 -0.152062443 0.092842750    -1288.70074            1   5644.842572
#> 136          NaN         NaN             NA            1    498.405811
#> 137  0.155900246 0.036359542      456.58148            1    934.617053
#> 138  0.681997936 0.043092754     1480.29113            1    821.439708
#> 139  0.283897987 0.104918922      228.79859            1    432.207987
#> 140  0.258328358 0.032010361     1024.37752            1    662.512616
#> 141  0.160651694 0.067356907      715.31517            1   1554.536199
#> 142          NaN         NaN    -8615.83297            1   2091.936533
#> 143 -0.157723066 0.026023068    -2421.51953            1   3143.374082
#> 144 -0.052924938 0.009609887    -4370.60180            1  13755.701742
#> 145          NaN         NaN   -64104.99817            1  26871.251060
#> 146 -0.178215879 0.061853929     -364.65847            1    826.650452
#> 147  0.473129188 0.185057440      573.11372            1    579.510387
#> 148 -0.482842345 0.341783390     -746.47697            1   1966.799069
#> 149  0.739681691 0.110834548     4769.73187            2   2206.289607
#> 150 -0.178263080 0.046332542    -2544.04091            1   5775.415497
#> 151 -0.150238620 0.016780947     -842.06335            1   1383.991556
#> 152 -0.072584848 0.050272771     -279.36466            1    994.495725
#> 153          NaN         NaN             NA            2    383.143717
#> 154  0.415739440 0.097295044      901.52423            1    923.030924
#> 155          NaN         NaN             NA            1    587.119506
#> 156  0.827124624 0.086666809     1798.93837            2    611.194617
#> 157  1.620016953 0.153973548     6082.76427            1    735.371686
#> 158 -0.079421196 0.093649083    -4169.86990            1  53468.763057
#> 159  0.566225034 0.083537499     7647.37588            1   7009.848647
#> 160  0.414626239 0.110626812     3637.25634            1   5147.813606
#> 161  0.140893978 0.018481892     2938.60575            1   4709.499901
#> 162 -0.013057725 0.055661958     -229.02395            1   6430.556486
#> 163  0.224986805 0.106030116      645.64409            1   1997.645578
#> 164 -0.164262113 0.053751137    -1536.81226            1   3473.315713
#> 165  0.940116470 0.142572625     1064.33032            1    857.287180
#> 166  0.003536447 0.041096499       10.76765            1    421.127951
#> 167  0.050135109 0.043712784      115.21108            1    595.590712
#> 168  0.064734258 0.016662697      361.93508            1   1341.471891
#> 169  0.563127321 0.038724497     7286.57939            1   4278.383464
#> 170          NaN         NaN             NA            1    533.062319
#> 171 -0.531170036 0.107889684    -3891.72068            1   5668.757793
#> 172 -0.013691709 0.068019022     -121.46215            1   1269.925389
#> 173  0.717397361 0.080385856     3100.15766            1   2646.793210
#> 174  0.123038040 0.018030485    13444.32242            1  45256.403063
#> 175  0.834875447 0.060481940    60902.25651            2  80104.242229
#> 176  0.104230528 0.009333139    11090.89212            1  22434.515588
#> 177 -0.271910620 0.076462637     -655.81724            1    863.259240
#> 178          NaN         NaN             NA            2    987.141346
#> 179          NaN         NaN             NA            1    900.017717
#> 180 -0.020144599 0.080893468     -199.41447            1   6473.854775
#> 181  0.061626887 0.046987202      807.30005            1   6628.977446
#> 182  0.019730967 0.035735098      491.96037            1   8453.571863
#> 183  0.036563962 0.065031079      539.74499            1   5265.804433
#> 184 -0.162280590 0.037468835    -7274.62320            1  15892.711248
#> 185  0.393931857 0.060504808     5352.38987            1   4736.328551
#> 186  0.475796651 0.116231126     2612.32041            1    911.949177
#> 187 -0.182514199 0.062266871    -2781.86053            1   5555.687734
#> 188  0.166820657 0.063993479      840.25884            1   1732.702009
#> 189  0.076085237 0.029002494     1506.03700            1   2518.020901
#> 190  0.915051026 0.168551515     3438.44216            1   2448.631015
#> 191          NaN         NaN             NA            1    982.555892
#> 192 -0.196404442 0.056460144     -588.15164            1   1323.338504
#> 193          NaN         NaN             NA            1      1.442806
#> 194          NaN         NaN             NA            1    207.135385
#> 195 -0.235289760 0.067596840    -3106.76273            1   8552.583403
#> 196  0.015546366 0.003828907     2787.85135            1  25590.009602
#> 197  1.622585666 0.380739074      345.89295            2   -155.575075
#> 198 -0.559323938 0.083693280    -5245.89812            1   4487.824003
#> 199  0.869004113 0.071957833    84770.14307            1 167336.536357
#> 200  0.010153486 0.059781282       31.87220            1   1039.463500
#> 201 -0.065682903 0.047474225     -677.92070            1   2188.296434
#> 202 -0.104807574 0.016788494    -2622.41802            1   6639.807550
#> 203 -0.196227412 0.135629404    -2506.74404            1   8549.883337
#> 204 -0.157143255 0.125576520     -608.55242            1   1878.935860
#> 205 -0.331330148 0.029252613    -1006.82280            1    894.181685
#> 206          NaN         NaN             NA            1   7714.359870
#> 207 -0.047517586 0.102343526      -99.22182            1    523.763951
#> 208  0.004206849 0.072713469       43.88991            1   6222.307652
#> 209  0.267338825 0.043227774      756.33389            1   1020.073243
#> 210 -0.142182167 0.126357381     -656.73482            1    723.318615
#> 211          NaN         NaN             NA            1    531.366617
#> 212          NaN         NaN             NA            1    228.552328
#> 213  0.008400143 0.062379415      121.59021            1   8544.924757
#> 214 -0.024590739 0.034233027     -368.22287            1   4262.549472
#> 215          NaN         NaN             NA            1   1119.077366
#> 216  0.031730989 0.167176579       94.31227            1   1626.020241
#> 217 -0.717040123 0.158119689    -8100.14593            1   9008.667546
#> 218 -0.037341671 0.030500889     -375.74418            1   2596.679183
#> 219 -0.742741476 0.128021779    -5397.64651            1   2951.482433
#> 220          NaN         NaN             NA            1  15153.857990
#> 221 -0.027943324 0.007486113    -2938.18144            1  17269.171968
#> 222  0.127167342 0.106948423      612.16847            1   2236.356069
#> 223 -1.896276979 0.301132290    -3389.05960            1    395.475081
#> 224 -0.255839945 0.076319971     -952.26482            1   2114.786145
#> 225          NaN         NaN             NA            1   3348.589344
#> 226  0.261436247 0.054503847     1866.15803            1   2500.157583
#> 227 -0.282154846 0.148877778     -607.14798            1   1895.433197
#> 228 -0.144098481 0.101854690    -1892.97071            1  11283.584921
#> 229          NaN         NaN     2834.28910            2    906.895899
#> 230          NaN         NaN      615.71280            2     94.599084
#> 231  0.073609315 0.048243114      277.50826            1    901.996615
#> 232          NaN         NaN    10642.32644            1   6744.167957
#> 233 -0.137140914 0.063881014     -183.95814            1    793.180828
#> 234  0.229934954 0.097232647      142.87582            1    175.983468
#> 235 -0.440368049 0.140025237     -472.59416            1    423.549516
#> 236          NaN         NaN             NA            2   2249.419142
#> 237 -0.327003863 0.058181202    -1661.57523            1   1715.284577
#> 238 -0.086755374 0.139836739      -58.56000            1    374.187541
#> 239          NaN         NaN             NA            1    790.175248
#> 240          NaN         NaN             NA            1   3361.399245
#> 241 -0.295715394 0.064870773    -2605.19764            1   1228.944947
#> 242 -0.643540499 0.089113405    -1898.84049            1   1200.401280
#> 243  0.353677270 0.092643960     2748.12639            1   5305.946399
#> 244          NaN         NaN     8074.81694            1   5150.789115
#> 245          NaN         NaN             NA            1    798.821364
#> 246 -0.034003456 0.029716843     -108.02242            1    901.059866
#> 247          NaN         NaN             NA            1    924.403996
#> 248          NaN         NaN             NA            2    940.661515
#> 249 -0.437692559 0.208347763    -3685.11483            1   5762.543903
#> 250 -0.200799281 0.034295521     -586.21913            1    903.144163
#> 251 -0.152479255 0.042623743     -913.70779            1   2260.973273
#> 252          NaN         NaN             NA            1   2514.332737
#> 253          NaN         NaN             NA            1    743.493671
#> 254  0.025113984 0.034299904      316.50119            1   2492.021202
#> 255          NaN         NaN    -1164.06580            1    329.048014
#> 256  0.325167746 0.041058431     3570.21385            1   2325.764279
#> 257  0.336181817 0.123788592      932.30809            1   2054.692577
#> 258 -0.005682889 0.024800854     -318.92798            1  16275.998909
#> 259  0.027337704 0.009132480     3340.86428            1  28338.109813
#> 260 -0.053035127 0.008234170    -4932.07552            1  14946.545167
#> 261  0.022870384 0.023867543       86.97745            1    989.850932
#> 262          NaN         NaN             NA            1    695.720763
#> 263          NaN         NaN             NA            1   3898.940620
#> 264 -0.254150621 0.099206462    -2214.64345            1   4230.161759
#> 265          NaN         NaN             NA            1   1903.963589
#> 266 -0.079565866 0.028515755    -1344.82083            1   4667.036011
#> 267  0.409214676 0.044780617     2124.00638            1   2321.952819
#> 268  1.006385483 0.213488700     1105.31740            2    640.393070
#> 269  0.027696213 0.031037688      128.45503            1    870.952393
#> 270          NaN         NaN             NA            1   1269.563633
#> 271          NaN         NaN             NA            2    267.492224
#> 272  0.136305070 0.069033425      933.50294            1   2005.994401
#> 273  0.552149257 0.131299215     1154.31037            1   1153.674080
#> 274 -0.104564151 0.059936703     -831.43884            1   2528.663666
#> 275 -0.222974287 0.032312665    -3301.15172            1   3988.333508
#> 276  0.136381403 0.223422316      326.63373            1   2209.458269
#> 277 -0.169793295 0.030423354    -2356.84839            1   2920.978458
#> 278 -0.041258482 0.022115482     -722.19634            1   3555.057891
#> 279          NaN         NaN             NA            1    930.240029
#> 280 -0.081333422 0.055903616     -179.89865            1    759.393316
#> 281          NaN         NaN    -1263.99527            1    364.841966
#> 282  0.187566060 0.041360149     2934.55302            1   2285.999283
#> 283 -0.191750079 0.047126836    -1005.24665            1   2248.835169
#> 284          NaN         NaN    -4094.75184            1    897.477974
#> 285 -0.026464251 0.046618242     -281.56134            1   2355.992811
#> 286 -0.531799240 0.085881751     -915.23868            1    851.662019
#> 287  0.051327940 0.027043565      178.84532            1    957.961183
#> 288  0.193893521 0.072117667     2027.30196            1   6356.466206
#> 289  0.319733484 0.041913607     3534.95516            1   2458.913763
#> 290 -0.061945453 0.111414021      -86.21230            1    735.566658
#> 291  0.171532410 0.056454894      196.36005            1    472.705479
#> 292  0.028224727 0.019610008      187.43984            1   1180.761057
#> 293 -0.171356825 0.058903066    -1021.06498            1   2022.629670
#> 294  0.128148187 0.020225350    20926.94794            1 113074.815570
#> 295  0.445172441 0.118582932      852.24598            1   1199.114384
#> 296          NaN         NaN             NA            2    251.137468
#> 297          NaN         NaN             NA            1   2416.699057
#> 298  0.269675217 0.032251329     2434.65401            1   2480.925836
#> 299  0.074807584 0.177239657      443.33548            1   2113.620060
#> 300 -1.743293467 0.576728198     -973.88375            1    587.352120
#> 301 -0.118852373 0.053992917    -1251.29174            1   2944.729447
#> 302  0.107477676 0.030935285      432.97893            1   1307.289415
#> 303          NaN         NaN             NA            1    993.185808
#> 304          NaN         NaN             NA            1    244.517685
#> 305  0.017711351 0.077093449       14.00331            1    250.358670
#> 306  0.197688150 0.029338899     2839.47735            1   3118.903366
#> 307 -0.315400459 0.092980898     -532.29665            1    845.200698
#> 308 -0.030061877 0.057369486      -81.26943            1   1135.334886
#> 309  0.403807728 0.037206579     4313.10073            1   3685.739635
#> 310 -0.163055456 0.075001509    -1340.10473            1   2218.524965
#> 311          NaN         NaN     1849.39295            1    734.524510
#> 312          NaN         NaN     2735.38636            2   1988.429707
#> 313  0.599960468 0.125264243     4216.89779            1   5452.664629
#> 314 -0.090922405 0.080816089     -580.46215            1   2038.737973
#> 315 -0.047547526 0.036308931     -584.62629            1   2529.447003
#> 316  0.568664675 0.060098928     8199.44771            1   6160.125256
#> 317 -1.328217104 0.286790583    -1651.27872            1   1045.240689
#> 318          NaN         NaN     2003.03012            2    363.474396
#> 319  0.032704840 0.006680364     3187.47295            1  13292.261158
#> 320  0.130368674 0.073613975     1645.54177            1   7526.511139
#> 321          NaN         NaN             NA            1   1655.049293
#> 322 -0.073457768 0.034537779    -3257.40806            1  14212.513137
#> 323 -0.144656704 0.143043959     -233.87154            1    711.719132
#> 324  0.134517865 0.116604572      267.48933            1   1458.704434
#> 325          NaN         NaN    15884.60341            2   8946.041367
#> 326  0.022206027 0.157213328      236.37805            1   6704.308801
#> 327  0.254225211 0.089766105      435.48472            1    837.905657
#> 328          NaN         NaN             NA            1    501.910402
#> 329 -0.113483658 0.247728239     -259.06538            1   1515.709842
#> 330 -1.721255480 0.441316624     -603.91580            1    405.728857
#> 331 -0.355757294 0.080728776     -533.44906            1    121.456176
#> 332 -0.604672793 0.072624538    -1241.21565            1    373.611285
#> 333  0.413985212 0.037859180     1993.51065            1   1386.666612
#> 334          NaN         NaN             NA            1    357.053987
#> 335 -0.157165536 0.020317445     -691.31971            1   1108.447450
#> 336 -0.301299002 0.134124693     -230.25982            1     54.266722
#> 337 -0.576032988 0.081818067     -420.70501            1    299.812339
#> 338  0.378361942 0.058463567     2419.30936            1   2331.426216
#> 339          NaN         NaN             NA            1   1852.183954
#> 340          NaN         NaN             NA            1     89.147498
#> 341 -0.137358181 0.054986036    -1445.10930            1   3034.695314
#> 342  0.097958658 0.008520622    12756.16766            1  30592.636762
#> 343  0.330127113 0.039290171     6663.30787            1  11684.373664
#> 344 -0.233103595 0.103343347     -192.05424            1    440.774764
#> 345 -0.120876452 0.071861558     -497.47145            1   1476.520621
#> 346  0.145682714 0.025160541     2443.03082            1   3893.329552
#> 347          NaN         NaN             NA            2    612.461728
#> 348          NaN         NaN             NA            2     -6.795787
#> 349          NaN         NaN             NA            3    674.496747
#> 350 -0.072840114 0.066801535     -819.01926            1   6518.039768
#> 351  0.040194484 0.053444543       84.26596            1    773.084010
#> 352 -0.117946706 0.110209962    -1385.31723            1  10011.995149
#> 353          NaN         NaN             NA            1    439.606567
#> 354  0.040973539 0.029788317      182.58344            1    752.477505
#> 355          NaN         NaN             NA            3    416.242629
#> 356  0.081303500 0.061472934      282.28583            1    988.793725
#> 357 -0.130311276 0.046028995     -992.08598            1   2367.349668
#> 358  0.072952969 0.008776976     6754.29810            1  15858.359995
#> 359          NaN         NaN             NA            2    679.430507
#> 360          NaN         NaN             NA            2     56.437985
#> 361 -0.251907384 0.119399057     -179.65767            1    364.063168
#> 362 -0.177444951 0.148955236    -1241.33640            1   5954.573842
#> 363  0.180917154 0.055304578      693.27413            1   1118.672613
#> 364 -0.051130281 0.109272005      -99.99361            1    479.415062
#> 365          NaN         NaN             NA            3   1290.823466
#> 366  0.155353356 0.051829901     2222.57501            1   7782.046665
#> 367          NaN         NaN             NA            3   1067.988169
#> 368 -1.168457283 0.284177301    -2519.53865            1   1662.306556
#> 369          NaN         NaN             NA            3    979.923948
#> 370          NaN         NaN             NA            3   1074.957280
#> 371          NaN         NaN             NA            1    705.176662
#> 372          NaN         NaN             NA            3    369.904152
#> 373          NaN         NaN             NA            3    711.296394
#> 374          NaN         NaN             NA            2    843.950119
#> 375 -0.586827303 0.074595384     -952.69010            1    173.407731
#> 376 -0.366509745 0.108039010     -333.08896            1    118.236970
#> 377 -0.237200863 0.075615460     -216.66855            1    390.542298
#> 378 -0.621416343 0.081296935    -6607.40673            1   6222.365926
#> 379          NaN         NaN    -9363.25064            1   4892.310543
#> 380  0.037880782 0.021303026      701.77404            1   3979.696785
#> 381          NaN         NaN             NA            3    895.203357
#> 382  0.118424565 0.036231647      429.08260            1   1255.181982
#> 383          NaN         NaN             NA            1   5514.154618
#> 384          NaN         NaN             NA            1   1747.103821
#> 385          NaN         NaN             NA            1    283.846981
#> 386 -0.119519335 0.027494962   -10511.92244            1  44448.847299
#> 387 -0.055168413 0.016792759    -3610.36718            1  15048.393617
#> 388  0.632707066 0.065029630     2528.21320            1   1743.358387
#> 389  0.038951362 0.087206979       74.90011            1    945.038540
#> 390  0.031689907 0.026925617      145.39639            1    713.197061
#> 391          NaN         NaN             NA            1    313.051903
#> 392          NaN         NaN             NA            1    490.185506
#> 393          NaN         NaN             NA            2   2197.892574
#> 394  0.165275800 0.052561842     1831.74352            1   1509.781504
#> 395  0.076585128 0.026623945     1157.03025            1   3014.542960
#> 396          NaN         NaN             NA            2   1030.703160
#> 397 -0.045603431 0.130740936      -30.14833            1    321.229282
#> 398 -0.219844456 0.098119251     -190.94177            1    471.147883
#> 399 -0.203458153 0.127849672     -194.73898            1    189.961187
#> 400          NaN         NaN             NA            1    226.605333
#> 401 -0.257060573 0.042766383    -4290.45865            1   8956.808958
#> 402 -0.142750489 0.048002405    -1473.74492            1   2266.026943
#> 403  0.010416039 0.018481158       73.60199            1   1270.092390
#> 404 -0.088509632 0.023849347     -613.44979            1   1636.921054
#> 405  0.077963408 0.022098033      453.59535            1   1005.899725
#> 406  0.131916668 0.052552211      533.99554            1   1186.463057
#> 407 -0.174801010 0.053485063     -991.65580            1   1799.105966
#> 408 -0.096827755 0.027846681     -990.58905            1   2515.760699
#> 409 -0.042118373 0.091784933      -98.06830            1    604.225506
#> 410          NaN         NaN     5518.93785            2   1514.984115
#> 411          NaN         NaN             NA            1   5773.168146
#> 412  0.921792118 0.653544805     3873.58514            1   8278.433314
#> 413          NaN         NaN             NA            1   1812.169040
#> 414  0.662307109 0.043874401    11499.56483            1  13902.593211
#> 415 -0.056196274 0.118808888     -101.07581            1    426.829951
#> 416 -0.036553032 0.107198532      -72.87971            1    492.086173
#> 417 -0.081153798 0.036638447     -273.57183            1    480.048618
#> 418 -0.033323296 0.031123816     -132.33906            1    594.088617
#> 419          NaN         NaN             NA            1   1928.285250
#> 420 -0.479930554 0.054356730    -2925.66434            1   2183.015185
#> 421  0.349775478 0.060169735     1733.97859            1   1707.664451
#> 422  0.184771916 0.034358162      717.12690            1    659.344839
#> 423  0.095804715 0.086763520      220.42375            1    545.938395
#> 424  0.052028778 0.040507529      164.23809            1    457.874173
#> 425          NaN         NaN             NA            2   1675.567943
#> 426          NaN         NaN             NA            2    743.808835
#> 427          NaN         NaN             NA            3   1541.835989
#> 428          NaN         NaN             NA            1   8145.441357
#>         yImputed       BrStud       Bdffits        Bhii BleaveOutResid
#> 1     2792.00000 -1.860889192 -0.1942924349 0.010783558  -15953.348117
#> 2    11319.00000 -0.926333030 -0.0985914532 0.011200884   -8334.818116
#> 3    32854.00000 -0.022655000 -0.0030845636 0.018200452    -268.644611
#> 4    42362.00000 -0.387706222 -0.0643191455 0.026784528   -5542.048508
#> 5     3278.00000  0.468811735  0.1223273751 0.063744779     962.962590
#> 6      853.00000  0.888418548  0.1639006019 0.032914754     450.817107
#> 7     1531.00000  0.592060429  0.1397296238 0.052760017     635.264029
#> 8      103.00000  0.115226870  0.0540633922 0.180421950      36.400410
#> 9     2226.00000  0.333507417  0.1204561454 0.115397193     350.786950
#> 10    2512.00000  0.092588503  0.0184182058 0.038065035     229.519273
#> 11    6721.00000 -0.079485646 -0.0216848753 0.069272222    -354.185788
#> 12   10538.00000  5.593582398           NaN         NaN    8161.285108
#> 13       0.00000 -1.177576872 -0.1922572793 0.025963444   -1120.232886
#> 14     474.00000 -1.246084685 -0.1741857571 0.019165749   -3575.666565
#> 15    1507.00000 -0.169841055 -0.0517424629 0.084930363    -403.071732
#> 16    5491.00000  0.093259768  0.0210565690 0.048505697     314.731633
#> 17     331.00000 -0.839133507 -0.3769847697 0.167935489   -1139.862383
#> 18     811.00000 -0.443941299 -0.2144159062 0.189148968    -631.423200
#> 19    9867.00000  1.287502399  0.3261223196 0.060291763    4420.546519
#> 20   22914.00000  0.520115745  0.0541264787 0.010713750    4560.092386
#> 21    9635.00000  0.870413890  0.2665464056 0.085736440    3278.067947
#> 22    7751.00000  0.159472278  0.0438310393 0.070236916     712.433306
#> 23   10648.00000  1.233473537  0.3668187142 0.081252970    4529.046255
#> 24   14146.00000 -0.264849565 -0.0265160637 0.009924031   -2187.870618
#> 25   97383.00000  1.388584599  0.2936735853 0.042813586   24534.070309
#> 26   53067.00000  1.390632343  0.1990124925 0.020069262   17019.612409
#> 27       0.00000 -1.741131693 -0.4097290320 0.052471390   -5676.000644
#> 28    4400.00000 -0.476912175 -0.1285583650 0.067742286   -1720.537674
#> 29    1353.00000 -0.788259006 -0.1421101209 0.031479018   -2237.406666
#> 30   11010.00000  1.547249654  0.4164728920 0.067557671    5376.175377
#> 31    2809.00000 -0.185981715 -0.0342241804 0.032753870    -521.781152
#> 32   23871.00000  0.187792899  0.0210021821 0.012352995    1810.192736
#> 33   41227.00000  0.829206166  0.1105698519 0.017470052    9575.856624
#> 34    9878.00000 -0.538642819 -0.0519769236 0.009225591   -4100.546345
#> 35     400.00000 -0.537532534 -0.2043112163 0.126232401   -1204.700242
#> 36   23717.00000  0.319352467  0.0348064948 0.011739550    2982.021117
#> 37     112.00000 -2.178376707 -0.7617838412 0.108966181   -8146.748743
#> 38   13445.00000 -0.138756843 -0.0134951800 0.009370437   -1080.775210
#> 39    4830.00000  0.327861040  0.0591432188 0.031515413     975.260308
#> 40    1245.00000  0.418593879  0.0634023229 0.022427132     350.338207
#> 41  455113.00000  1.684459953  0.9647638508 0.247008003   77246.587023
#> 42   10354.00000  0.519943163  0.1737157561 0.100417140    2501.260388
#> 43   23153.00000  0.558965853  0.0580746867 0.010679239    4887.404610
#> 44    7146.00000 -1.476337501 -0.1597819563 0.011577816  -13422.620193
#> 45    3649.00000  0.765747239  0.2227447078 0.078013286    1820.649049
#> 46     616.00000 -1.604441508 -1.0136141550 0.285262237   -3392.986202
#> 47    2657.00000  0.852299557  0.3258227992 0.127508624     868.150627
#> 48    2904.00000  0.355597247  0.0973472010 0.069717978     865.871843
#> 49    1440.00000 -0.462493147 -0.0817112957 0.030269459   -1179.117781
#> 50    1537.00000  0.224276441  0.0582500827 0.063193945     248.765963
#> 51    1500.00000 -0.743218649 -0.1037404032 0.019110962   -2068.682228
#> 52     716.03390 -0.395828876           NaN         NaN    -378.865616
#> 53    7919.00000 -0.681094615 -0.0649213274 0.009003924   -4965.376209
#> 54      10.00000 -1.126977681 -0.1807028248 0.025065405   -2922.331361
#> 55       0.00000 -1.240757161 -0.2802174597 0.048530171   -1297.297057
#> 56     309.00000 -0.699584408 -0.1227822120 0.029882371    -560.881497
#> 57     742.00000 -0.576453720 -0.2435579618 0.151474838    -801.497914
#> 58     409.00000 -0.390232754 -0.0633533520 0.025679905    -248.489811
#> 59     569.00000  0.128065440  0.0287290816 0.047913301      71.283840
#> 60    1909.00000 -0.924392070 -0.3186600336 0.106212810   -3944.848740
#> 61     830.00000  0.017490945  0.0035128330 0.038771716      13.675987
#> 62       0.00000 -1.139898456 -0.4843551030 0.152936575    -759.121263
#> 63    1828.00000  2.279695980  0.7133916898 0.089192591    1313.153947
#> 64   20635.00000  0.472820221  0.0476855655 0.010069009    3950.403493
#> 65    7666.00000 -1.245465503 -0.1294251287 0.010683391  -10777.170991
#> 66    1256.00000  0.479460763  0.0785149383 0.026115942     392.066762
#> 67     742.00000  0.123459414  0.0421073868 0.104202470      79.794645
#> 68    3199.00000  1.288070362  0.4155193588 0.094255963    1832.420623
#> 69    1572.36696 -0.012829290           NaN         NaN     -18.818422
#> 70    1721.00000  0.697733292  0.1099752803 0.024241180     662.161308
#> 71    7149.00000  0.408379397  0.1349360771 0.098430098    1797.124925
#> 72    4099.00000  0.688020720  0.1289244112 0.033921851    1723.004453
#> 73       0.00000 -1.133336397 -0.1573337213 0.018907577    -987.257751
#> 74    1576.00000  0.330735420  0.0757870437 0.049888789     352.361709
#> 75    1535.00000 -0.125392415 -0.0309193863 0.057317177    -295.241084
#> 76    5721.00000  1.251841721  0.2161431225 0.028948513    3168.108723
#> 77     824.00000 -1.244540191 -0.5161560649 0.146762226   -2133.111489
#> 78    1803.00000 -0.832123137 -0.1562424275 0.034054566   -2542.753815
#> 79    3715.00000  1.073280360  0.3811554930 0.111993804    2406.658660
#> 80    1433.00000 -0.462985211 -0.1039491816 0.047989860   -1190.448217
#> 81    3384.00000  0.563488510  0.2074624580 0.119371740     944.988492
#> 82    1961.00000  0.013980124  0.0045518738 0.095851353      15.151237
#> 83     445.00000 -0.998167562 -0.1525590740 0.022826579   -2636.932374
#> 84       0.00000 -1.127289544 -0.1581862690 0.019310701    -967.260320
#> 85    1097.00000  0.701249337  0.1131682042 0.025382713     447.103186
#> 86    5303.00000  0.988386845  0.1609812187 0.025841988    2558.250030
#> 87     801.00000  0.053942428  0.0134972268 0.058918968      40.294741
#> 88       0.00000 -1.137714034 -0.1580142949 0.018924694   -1001.296695
#> 89     140.00000 -1.022485964 -0.1665521824 0.025847172    -710.024063
#> 90   56116.00000  1.175482727  0.1795884041 0.022808861   15383.861156
#> 91       0.00000 -2.075544522 -0.2082861776 0.009970227  -16610.959596
#> 92   15997.00000 -0.246826757 -0.0255503762 0.010601839   -2151.350947
#> 93    2624.00000 -0.087918081 -0.0375522862 0.154290014    -270.540445
#> 94    1145.00000  2.126584676  0.4439163320 0.041755457     893.801314
#> 95    1726.00000  0.783360578  0.1127862791 0.020308528     716.092517
#> 96    2957.00000  1.700355773  0.4095291867 0.054827828    1789.732085
#> 97    1291.00000  0.635178251  0.1279847897 0.039015905     494.263607
#> 98     690.00000 -0.909761722 -0.2563870413 0.073577639   -1898.695404
#> 99    1208.00000 -0.607311511 -0.1575991733 0.063093020   -1241.682673
#> 100    106.00000 -1.038466700 -0.1539531588 0.021505544    -957.807106
#> 101    260.00000 -0.482352153 -0.1926482607 0.137570508    -432.053969
#> 102   3835.00000  0.873385075  0.3248237938 0.121512197    1452.089953
#> 103   7781.00000  0.428052023  0.1230395628 0.076316693    1586.185382
#> 104   5406.00000 -1.229179572 -0.1202109712 0.009473785   -9573.995048
#> 105  20942.00000  0.659431025  0.0653024940 0.009711416    5320.931074
#> 106   4783.00000 -1.149751869 -0.1098901025 0.009052315   -8411.235429
#> 107     16.00000 -1.097836975 -0.2335288070 0.043289804   -2823.580755
#> 108   1216.00000  0.562978972  0.1612344786 0.075804556     529.294210
#> 109    304.00000 -0.638716211 -0.1012307858 0.024503882    -420.125317
#> 110   1873.00000  0.513759347  0.1413675569 0.070385458     467.270910
#> 111   2934.00000 -1.692317967 -0.1701283652 0.010005124  -13748.336203
#> 112   2043.00000 -0.452975982 -0.0840089827 0.033251749   -1259.781737
#> 113  29885.00000  0.414074926  0.0495730541 0.014130352    4302.145056
#> 114  20503.00000 -0.684521386 -0.0852018122 0.015256217   -7389.180918
#> 115  14068.00000 -1.215265088 -0.1480851464 0.014631194  -12720.584918
#> 116    781.00000 -0.389191446 -0.1389720760 0.113086274    -886.940646
#> 117   2501.00000  0.223303427  0.0526812597 0.052722816     299.969013
#> 118   2201.00000  1.449396342  0.2011488881 0.018896261    1254.233354
#> 119   3876.00000 -0.064410632 -0.0167515633 0.063353592    -221.532983
#> 120   1232.00000 -0.742244662 -0.2318410883 0.088890849    -800.051700
#> 121   2907.00000 -0.259287059 -0.0465265385 0.031194387    -752.272363
#> 122   7164.00000 -0.824984558 -0.0789134048 0.009066806   -6087.026475
#> 123   1143.00000 -0.077512443 -0.0320414322 0.145938575    -103.817040
#> 124      0.00000 -0.834711769 -0.2823770299 0.102690003    -754.292052
#> 125  12781.00000 -0.963802864 -0.1072648848 0.012234677   -9165.408455
#> 126  72675.00000  3.426027800           NaN         NaN   39994.771323
#> 127   9812.00000  0.719376498  0.1997410976 0.071576200    2688.824710
#> 128    106.00000 -0.690084275 -0.2617629403 0.125785369    -617.637866
#> 129   6103.00000 -0.056182461 -0.0133861434 0.053719190    -235.849145
#> 130   4926.00000 -0.269016725 -0.0547142105 0.039722666    -907.037242
#> 131   1600.00000  0.435391181  0.0858996069 0.037466153     443.341192
#> 132   2033.00000 -0.325248697 -0.0520442313 0.024965151    -853.876643
#> 133    265.00000 -0.935471324 -0.1671613215 0.030942830   -2362.004833
#> 134    447.00000 -0.589953211 -0.1864018985 0.090769420    -708.306357
#> 135   3801.00000 -0.455313002 -0.1431040012 0.089902425   -2025.983392
#> 136      0.00000 -0.956669942 -0.2130592307 0.047255556    -523.126442
#> 137   1015.00000  0.095400283  0.0135992493 0.019915628      82.016354
#> 138   2806.00000  2.833961063  0.5590934918 0.037462668    2061.800852
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#> 369    979.92395           NA           NaN         NaN             NA
#> 370   1074.95728           NA           NaN         NaN             NA
#> 371   1529.00000  1.454255470  0.5332800938 0.118532065     934.603865
#> 372    369.90415           NA           NaN         NaN             NA
#> 373    711.29639           NA           NaN         NaN             NA
#> 374    538.55040 -0.385973133           NaN         NaN    -305.399718
#> 375     22.00000 -0.404312631 -0.1758156658 0.159024447    -180.038207
#> 376      0.00000 -0.421809936 -0.1706801640 0.140695325    -137.596098
#> 377    147.00000 -0.503641846 -0.0899761964 0.030929094    -251.315251
#> 378   1959.00000 -1.308204508 -0.2926963073 0.047672667   -4476.786269
#> 379   2793.00000 -0.688599281 -0.1130256215 0.026234634   -2155.868976
#> 380   4907.00000  0.324759665  0.0453917149 0.019161371     945.418734
#> 381    895.20336           NA           NaN         NaN             NA
#> 382   2105.00000  0.839596418  0.1980526838 0.052711178     897.105506
#> 383   9559.00000  1.290383379  0.2455926061 0.034957432    4191.364730
#> 384   3177.00000  0.654068231  0.1663722072 0.060769759    1522.412841
#> 385      0.00000 -0.664703105 -0.1412067014 0.043180267    -296.656696
#> 386  31866.00000 -0.942729295 -0.1503511011 0.024804524  -12902.897532
#> 387  15689.00000  0.081520727  0.0079920789 0.009519831     646.763461
#> 388   4104.00000  2.882873830  0.9809102584 0.103760351    2633.940171
#> 389   2090.00000  1.372860006  0.1932926345 0.019438070    1167.658487
#> 390    891.00000  0.275937076  0.0437376070 0.024508317     182.270072
#> 391      0.00000 -0.706488893 -0.1362192734 0.035843784    -324.690022
#> 392      0.00000 -0.893805095 -0.1771274298 0.037788239    -509.436203
#> 393   3608.05077  0.746073314           NaN         NaN    1410.158200
#> 394   3622.00000  0.921087512  0.2160248957 0.052137609    2228.402051
#> 395   5510.00000  0.966844612  0.1480601797 0.022913746    2553.978248
#> 396   1851.44205  0.897427055           NaN         NaN     820.738885
#> 397    146.00000 -0.389246738 -0.0734806142 0.034410281    -181.473848
#> 398      0.00000 -0.920695574 -0.1909832641 0.041253637    -491.420778
#> 399      0.00000 -0.613492194 -0.2072503141 0.102432851    -211.640084
#> 400    225.00000 -0.004077698 -0.0011210928 0.070275999      -1.726677
#> 401   1766.00000 -1.330157684 -0.4205409062 0.090872986   -7909.575724
#> 402    712.00000 -0.656788041 -0.1320685169 0.038862751   -1616.862674
#> 403    997.00000 -0.337657158 -0.0807765705 0.054131453    -288.721293
#> 404    591.00000 -1.199997080 -0.3811445372 0.091638456   -1151.436959
#> 405   1061.00000  0.074449605  0.0139201740 0.033778565      57.026550
#> 406    595.00000 -0.755270894 -0.1675144553 0.046886077    -620.558616
#> 407    629.00000 -0.751177162 -0.1514246965 0.039049000   -1217.654143
#> 408    969.00000 -0.786034273 -0.2371258181 0.083415583   -1687.526724
#> 409      0.00000 -1.015905273 -0.1713673929 0.027667180    -621.418400
#> 410   8367.00000  4.835289737           NaN         NaN    6852.015885
#> 411   1913.00000 -0.951745626 -0.2839731677 0.081747582   -4203.820288
#> 412  17871.00000  1.952354638  0.5338439564 0.069565968   10309.776248
#> 413   1708.00000 -0.065748554 -0.0130552747 0.037931970    -108.276168
#> 414  14343.00000  0.069169481  0.0500169013 0.343350738     670.688013
#> 415      0.00000 -0.821097949 -0.1840788375 0.047854325    -448.282193
#> 416     24.00000 -0.851326447 -0.1681407970 0.037543525    -486.345290
#> 417    530.00000  0.090855491  0.0183383919 0.039145147      51.986397
#> 418    653.00000  0.098342910  0.0167649814 0.028240908      60.623444
#> 419   2742.00000  0.488651469  0.0898429849 0.032698788     841.221680
#> 420      0.00000 -1.223301073 -0.2590756130 0.042927083   -2280.928806
#> 421   4038.00000  1.633503945  0.3768834510 0.050541679    2454.384250
#> 422   1667.00000  1.674098434  0.2704532464 0.025435085    1033.953866
#> 423   1569.00000  1.848844251  0.3348897666 0.031767480    1056.628014
#> 424   1048.00000  1.112375644  0.2341654904 0.042433774     616.276776
#> 425   1167.80437 -0.521699953           NaN         NaN    -507.763572
#> 426   -501.64236 -0.760770313           NaN         NaN   -1245.451200
#> 427   1541.83599           NA           NaN         NaN             NA
#> 428  19083.00000  2.338753991  0.6223550304 0.066129321   11712.069875
#> 
#> $aggregates
#>    strata  N AnImputed AestimateYHat AestimateOrig        Acoef    AcoefB
#> 1      13 63         1            NA       2033686 -1043.179475 1.3538428
#> 2       3 35         2            NA         80875   194.887572 0.6785613
#> 3       5 40         4            NA         13997   172.206710 0.3501567
#> 4       1 21         0            NA         21086     3.692338 0.9836265
#> 5       4 15         2            NA          6011   169.841668 0.3976897
#> 6      10 21         0            NA         57945   861.343538 0.4611763
#> 7      11 53         0            NA        219433  1003.765947 0.6173532
#> 8       8 23         0            NA        150654  2848.849835 0.5078678
#> 9       2 60         4            NA         61014    76.607045 0.4862562
#> 10      7 31         0            NA        125085   183.283140 0.8741073
#> 11      6 47         2            NA         38599    89.067108 0.4403009
#> 12     12 19         0            NA        140472  1249.877638 0.7920325
#>    AnModel AsigmaHat AseEstimate AseRobust BnImputed    estimate BestimateYHat
#> 1       56 53.553434   1774.2007 3825.3342         0 2033184.358    1935867.28
#> 2       24 24.024853   2025.1015 2690.5927         1   87597.254      69509.32
#> 3       18  6.804606    486.8184  733.8014         3   18635.492      15428.16
#> 4       16 11.542630      0.0000    0.0000         0   21086.000      18628.39
#> 5       11 10.865474    567.7912  682.4083         0    6896.314       5965.06
#> 6       18 11.452354      0.0000    0.0000         0   57945.000      46462.14
#> 7       45 29.748877      0.0000    0.0000         0  219433.000     210291.29
#> 8       19 33.564327      0.0000    0.0000         0  150654.000     133763.04
#> 9       40 10.163176   1208.6048 1163.8588         2   66161.954      59695.57
#> 10      26 20.216465      0.0000    0.0000         0  125085.000     125085.00
#> 11      35 19.803905   1302.9734  917.1545         4   43690.037      39229.86
#> 12      16 32.565670      0.0000    0.0000         0  140472.000     140472.00
#>    BestimateOrig      Bcoef     BcoefB BnModel BsigmaHat BseEstimate BseRobust
#> 1    2033184.358   165.8641 0.60265356      60  49.81321       0.000     0.000
#> 2      86055.418   739.5456 0.36286316      30  29.17662    1434.501  1466.683
#> 3      16954.142  -129.6947 0.38939897      32  13.27092    1057.150  1212.636
#> 4      21086.000   127.1121 0.22219957      20  17.06416       0.000     0.000
#> 5       6896.314  -252.4997 0.48462309      12  10.47380       0.000     0.000
#> 6      57945.000  1508.7475 0.07616422      19  13.17526       0.000     0.000
#> 7     219433.000 -1837.1363 0.71972694      52  31.78201       0.000     0.000
#> 8     150654.000  -357.7418 0.47444075      22  33.53642       0.000     0.000
#> 9      64196.633   311.2037 0.20842973      52  15.40734    1259.912  1269.922
#> 10    125085.000 -1135.3420 0.40929465      31  26.02076       0.000     0.000
#> 11     39855.871  -175.6814 0.63355555      39  17.19877    1543.203  1943.293
#> 12    140472.000  2180.0521 0.58329806      19  53.77836       0.000     0.000
#>    nImputed  seRobust seEstimate         cv
#> 1         1 3825.3342  1774.2007 0.08726216
#> 2         3 3064.3838  2481.6990 2.83307854
#> 3         7 1417.3747  1163.8547 6.24536603
#> 4         0    0.0000     0.0000 0.00000000
#> 5         2  682.4083   567.7912 8.23325607
#> 6         0    0.0000     0.0000 0.00000000
#> 7         0    0.0000     0.0000 0.00000000
#> 8         0    0.0000     0.0000 0.00000000
#> 9         6 1722.5762  1745.8819 2.63880046
#> 10        0    0.0000     0.0000 0.00000000
#> 11        6 2148.8510  2019.7070 4.62280913
#> 12        0    0.0000     0.0000 0.00000000
#> 
#> $total
#>   Ntotal nImputedTotal AnImputedTotal BnImputedTotal estimateTotal   cvTotal
#> 1    428            25             15             10       2970840 0.1432486
#> 
ImputeRegression2Tall(w, strataName = names(w)[2])
#>        ID   id     x1     x2       y strata Acategory123 AestimateYHat
#> 1     101  101   9020  30544    2792     13            1   10976.39709
#> 2     104  104  12815  32182   11319     13            1   15848.65157
#> 3     105  105  31417  54678   32854     13            1   39731.04364
#> 4     106  106  38167  78967   42362     13            1   48397.10893
#> 5     111  111   2790   4511    3278      3            1    2147.77512
#> 6     118  118   1025   1404     853      5            1     572.03785
#> 7     119  119   1900   3610    1531      1            1    1582.43251
#> 8     121  121      0    672     103      4            1      89.75606
#> 9     122  122   3169   5343    2226     10            1    2583.07241
#> 10    123  123   2537   5736    2512     11            1    2654.97347
#> 11    124  124   7549  15615    6721      8            1    6798.45526
#> 12    125  125   4150  11396   10538     10            2    3147.46644
#> 13    127  127      0   3742       0      2            1     208.42510
#> 14    128  128      0   8084     474     11            1    1098.26069
#> 15    135  135   3520   7357    1507      7            1    3429.51899
#> 16    136  136   7946  15458    5491      7            1    7397.15522
#> 17    137  137   1298   5186     331      1            1    1108.58354
#> 18    138  138    500   5382     811      1            1     480.45815
#> 19    211  211  11929  16732    9867      7            1   10967.66926
#> 20    213  213  21799  30261   22914     13            1   27382.86350
#> 21    214  214   6209  18992    9635      7            1    5840.04177
#> 22    215  215   4350  15695    7751      8            1    5558.59059
#> 23    216  216  13678  18623   10648      7            1   12535.53998
#> 24    217  217  11582  26792   14146     13            1   14265.65032
#> 25    219  219  74171 122348   97383     13            1   94621.25923
#> 26    220  220  38503  60106   53067     13            1   48828.48640
#> 27    221  221     NA  15914       0      7            0            NA
#> 28    226  226   2658  17443    4400      7            1    2656.78911
#> 29    227  227   1470  11374    1353      7            1    1591.82032
#> 30    228  228   7754  17426   11010      7            1    7225.03906
#> 31    229  229   7585  10870    2809      7            1    7073.54097
#> 32    230  230  22511  36368   23871     13            1   28296.97291
#> 33    231  231  25607  52522   41227     13            1   32271.80819
#> 34    233  233   9175  22857    9878     13            1   11175.39563
#> 35    234  234     NA   6323     400      7            0            NA
#> 36    235  235  20951  34189   23717     13            1   26294.14893
#> 37    236  236   3425  20783     112      7            1    3344.35734
#> 38    237  237  10788  23811   13445     13            1   13246.26427
#> 39    238  238   3320  12267    4830      7            1    3250.23131
#> 40    239  239   1989   2837    1245      2            1    1105.59128
#> 41    301  301 180117 658390  455113     13            2  230641.25222
#> 42    402  402   9400  17835   10354      8            1    7515.86367
#> 43    403  403  20296  30120   23153     13            1   25453.21963
#> 44    412  412   6698  33597    7146     13            1    7995.27063
#> 45    415  415   3020   7588    3649      7            1    2981.29980
#> 46    417  417   3168  20119     616     10            1    2582.49709
#> 47    418  418   2862   5131    2657     10            1    2406.44758
#> 48    419  419   3194   7901    2904      7            1    3137.28008
#> 49    420  420   3405   6142    1440     11            1    3187.58155
#> 50    423  423   2958   4763    1537      2            1    1542.67224
#> 51    425  425   3700   7456    1500     11            1    3368.59466
#> 52    426  426   1315   3760      NA      2            3     801.57418
#> 53    427  427   7213  21030    7919     13            1    8656.45932
#> 54    428  428     NA   6525      10     11            0            NA
#> 55    429  429   1668   4429       0      2            1     960.79976
#> 56    430  430   2092   2600     309      2            1    1152.05087
#> 57    432  432     NA   1881     742      3            0            NA
#> 58    434  434     NA   1305     409      6            0            NA
#> 59    436  436   1080   1620     569      5            1     592.47786
#> 60    437  437   2450   5580    1909     12            1    3525.49241
#> 61    438  438     NA   2426     830      2            0            NA
#> 62    439  439   1182   1592       0      2            1     741.58268
#> 63    441  441   2852   1956    1828      5            1    1251.01795
#> 64    501  501  19444  27476   20635     13            1   24359.36962
#> 65    502  502   9415  30137    7666     13            1   11483.52239
#> 66    511  511   1780   2701    1256      2            1    1011.31892
#> 67    512  512    748   2055     742      5            1     469.09451
#> 68    513  513   3100   2204    3199      3            1    2371.85484
#> 69    514  514   2030   2347      NA      3            3    1598.41840
#> 70    515  515   2400   3664    1721      2            1    1290.97856
#> 71    516  516   4088   5741    7149     12            1    4714.47654
#> 72    517  517   5900   5935    4099     11            1    4718.52297
#> 73    519  519     NA   3154       0      2            0            NA
#> 74    520  520   1990   4462    1576      2            1    1106.04235
#> 75    521  521   2468   5072    1535     11            1    2612.63481
#> 76    522  522   2547   6227    5721     11            1    2661.10951
#> 77    528  528   1405  14906     824     10            1    1568.19876
#> 78    529  529   9760  13180    1803      7            2    9023.29443
#> 79    532  532   2213   6629    3715      7            1    2257.87403
#> 80    533  533     NA   9044    1433      7            0            NA
#> 81    534  534   2773  13695    3384     10            1    2355.24364
#> 82    536  536   2555   5758    1961     10            1    2229.82274
#> 83    538  538   2587   6751     445     11            1    2685.65366
#> 84    540  540      0   3058       0      2            1     208.42510
#> 85    541  541   3100   1321    1097      6            1    1719.99595
#> 86    542  542   5988   6458    5303     11            1    4772.52011
#> 87    543  543    627   2168     801      2            1     491.24219
#> 88    544  544      0   3220       0      2            1     208.42510
#> 89    545  545      0   1590     140      6            1     169.58854
#> 90    602  602  32524  67895   56116     13            1   41152.27835
#> 91    604  604   6587  27013       0     13            1    7852.76200
#> 92    605  605   8718  29801   15997     13            1   10588.67091
#> 93    612  612   1548   6767    2624      8            1    4472.59471
#> 94    615  615   2570   1074    1145      5            1    1146.21642
#> 95    616  616   2915   3422    1726      2            1    1523.27649
#> 96    617  617   5800   4578    2957      2            1    2824.59597
#> 97    618  618   2795   2422    1291      2            1    1469.14882
#> 98    619  619   2295   4711     690      3            1    1789.97042
#> 99    620  620   3090   4497    1208      3            1    2364.62646
#> 100   621  621     NA   3512     106      2            0            NA
#> 101   622  622      0   2275     260      1            1      86.89588
#> 102   623  623   4507  13794    3835     10            1    3352.85753
#> 103   624  624   6000  18205    7781      7            1    5652.68615
#> 104   625  625     NA  24431    5406     13            0            NA
#> 105   626  626   7678  25731   20942     13            1    9253.45493
#> 106   627  627     NA  21492    4783     13            0            NA
#> 107   628  628     NA   9413      16      7            0            NA
#> 108   631  631     NA   2699    1216      1            0            NA
#> 109   632  632     NA   1404     304      6            0            NA
#> 110   633  633   2119   2548    1873      6            1    1229.36703
#> 111   701  701   8577  27178    2934     13            1   10407.64644
#> 112   702  702   3099  10741    2043      7            1    3052.11843
#> 113   704  704  29223  42276   29885     13            1   36914.25146
#> 114   706  706   8211  45820   20503     13            1    9937.75312
#> 115   709  709  13787  43867   14068     13            1   17096.56498
#> 116   711  711   3855   6604     781      7            1    3729.82584
#> 117   713  713   5900   9297    2501     10            1    4154.28554
#> 118   714  714   2027   3163    2201      2            1    1122.73171
#> 119   716  716   8200   9361    3876      8            1    7050.76907
#> 120   719  719   3240   5937    1232     10            1    2623.92050
#> 121   720  720   4608  11657    2907      7            1    4404.84394
#> 122   722  722   8382  21621    7164     13            1   10157.29344
#> 123   723  723   1831   4971    1143      1            1    1528.12092
#> 124   728  728    744   2474       0      1            1     672.51654
#> 125   805  805  19328  35955   12781     13            1   24210.44168
#> 126   806  806   9200  53952   72675     13            2   11207.49217
#> 127   807  807   5450  12717    9812     11            1    4442.40127
#> 128   811  811      0   2335     106      1            1      86.89588
#> 129   814  814   3317  14088    6103      8            1    5158.22166
#> 130   815  815   5716  10607    4926     11            1    4605.61988
#> 131   817  817   2743   4136    1600      2            1    1445.69350
#> 132   819  819   5575   6534    2033     11            1    4519.10175
#> 133   821  821      0   6101     265     11            1    1098.26069
#> 134   822  822    540   4338     447      1            1     511.94313
#> 135   826  826   4697   5940    3801     12            1    5156.53475
#> 136   827  827     NA   1613       0      5            0            NA
#> 137   828  828   1025   2991    1015      2            1     670.76564
#> 138   829  829   2700   2448    2806      2            1    1426.29775
#> 139   830  830      0   1443     377      5            1     191.11032
#> 140   831  831   1150   1323    1587      6            1     744.73968
#> 141   833  833   2100   2246    2287      3            1    1649.01705
#> 142   834  834  12410   3727       0      3            2    9101.47464
#> 143   901  901   5494   6920    2037     11            1    4469.39984
#> 144   904  904  10391  22550    8696     13            1   12736.57124
#> 145   906  906  65832  44313   23978     13            2   83915.13798
#> 146   911  911    546   2473       0      2            1     454.70601
#> 147   912  912   2000   2036    2438      1            1    1661.14496
#> 148   914  914      0   6014     370     10            1     759.86685
#> 149   919  919   9886   5618   11348     11            1    7164.34763
#> 150   926  926   9036  10577    4156     11            1    6642.78442
#> 151   928  928   2341   5147     387      2            1    1264.36579
#> 152   929  929   2835   1847    1072      6            1    1587.46113
#> 153   935  935   1916   1317      NA      5            3     903.16607
#> 154   937  937    275   3582    1088      1            1     303.35513
#> 155   938  938     NA   1204     784      6            0            NA
#> 156   940  940   3000   1242    3053      6            1    1669.98281
#> 157   941  941      0    945    4103     13            1    -604.03385
#> 158  1001 1001  61868  88447   78937     13            1   78825.91090
#> 159  1002 1002   9039  15529   14448      8            1    7375.94771
#> 160  1003 1003  12099   9705   11708     11            1    8522.25279
#> 161  1004 1004   5010   9096    6981     11            1    4172.41561
#> 162  1014 1014   7426  14308    6404      8            1    6750.78306
#> 163  1017 1017   3800   6419    3191     10            1    2946.10262
#> 164  1018 1018   2606  11260    1007      7            1    2610.17431
#> 165  1021 1021   2003   2290    1879      4            2     802.36788
#> 166  1026 1026   1355    942     696      6            1     847.26662
#> 167  1027 1027    440   1750     455      4            1     246.29585
#> 168  1029 1029   2220   4943    1512      2            1    1209.78705
#> 169  1032 1032   1200   8497    8749     11            1    1834.58522
#> 170  1034 1034     NA   1702      45      5            0            NA
#> 171  1037 1037   3895   5981     863     12            1    4574.38257
#> 172  1046 1046   1400   1832     739     13            1    1193.37228
#> 173  1101 1101   4631  14942    5848     10            1    3424.19786
#> 174  1102 1102  26391  74820   47888     13            1   33278.35562
#> 175  1103 1103  60935 132644  138672     13            2   77628.06810
#> 176  1106 1106  13610  36951   28370     13            1   16869.32149
#> 177  1111 1111    612   3313       0      1            1     568.61610
#> 178  1112 1112     NA   3243    5084      2            0            NA
#> 179  1114 1114     NA   2825     566      2            0            NA
#> 180  1119 1119      0  18591       0      7            1     274.05591
#> 181  1120 1120   7170  18970    7220      7            1    6701.51905
#> 182  1121 1121   6580  18572    6665      8            1    6422.89137
#> 183  1122 1122   4195  11853    5484      8            1    5498.51587
#> 184  1124 1124  22700  26096   22687     13            1   28539.62274
#> 185  1127 1127   6432  10737   11144      8            1    6365.52971
#> 186  1129 1129     89   1238    1386     13            1    -489.77018
#> 187  1130 1130   4168  12464    2357      8            1    5488.05124
#> 188  1133 1133   1790   2737    2196      3            1    1424.93733
#> 189  1134 1134   2803   3903    4214     13            1    2994.63000
#> 190  1135 1135   5988   4710    7117      3            1    4459.41037
#> 191  1141 1141     NA   3221       0      2            0            NA
#> 192  1142 1142   4050   4856    1491      2            1    2035.23407
#> 193  1144 1144     NA    524     178      4            0            NA
#> 194  1145 1145     NA    865      15      5            0            NA
#> 195  1146 1146   8550  10925    5125     12            1    7953.33320
#> 196  1149 1149   8354  42187   13044     13            1   10121.34532
#> 197  1151 1151    450    200     563      4            1     249.85357
#> 198  1160 1160  10516   8788    2689     11            1    7550.91801
#> 199  1201 1201  94310 277391  205308     13            2  120476.94645
#> 200  1211 1211    651   4106     674      1            1     599.31396
#> 201  1216 1216   1900   5593    1531     11            1    2264.10787
#> 202  1219 1219   2975  11778     262     11            1    2923.73193
#> 203  1221 1221  11300  18775    6421      8            1    8252.26344
#> 204  1222 1222    497   3140       0      3            1     490.30807
#> 205  1223 1223   2200   2797     169      2            1    1200.76577
#> 206  1224 1224     NA  13271     829     11            0            NA
#> 207  1227 1227      0   1104       0      6            1     169.58854
#> 208  1228 1228   6398   6930    6358     12            1    6391.24904
#> 209  1231 1231    600   3401    1092      2            1     479.06346
#> 210  1232 1232   2207    925    1371     13            1    2229.44853
#> 211  1233 1233     NA   1116     633      6            0            NA
#> 212  1234 1234     NA    920      25      5            0            NA
#> 213  1235 1235  11331  14425    8113     11            1    8051.00509
#> 214  1238 1238   7310   8475    5161     11            1    5583.70430
#> 215  1241 1241     NA   3876    1435      2            0            NA
#> 216  1242 1242    440   2443     572      3            1     449.10632
#> 217  1243 1243  12075  19742    2162      8            1    8552.63703
#> 218  1244 1244   3200   5118    2002      3            1    2444.13862
#> 219  1245 1245   3658   6975       0      8            1    5290.38604
#> 220  1246 1246     NA  24870    7228     13            0            NA
#> 221  1247 1247  10257  28380    9927     13            1   12564.53380
#> 222  1251 1251   4911   4125    4074      3            1    3680.91407
#> 223  1252 1252   2520    381       0     13            1    2631.29719
#> 224  1253 1253   1874   7957     846     10            1    1838.02628
#> 225  1256 1256     NA   7812       0      8            0            NA
#> 226  1259 1259   1121   4852    2720      3            1     941.35885
#> 227  1260 1260   3956   5077    2169     10            1    3035.85335
#> 228  1263 1263  11486  15607    8647     12            1   10084.50378
#> 229  1264 1264   2248   2858    4004      2            2    1222.41684
#> 230  1265 1265   1471    576    1303      5            1     737.78778
#> 231  1266 1266   2700   1701    1542      6            1    1519.94338
#> 232  1401 1401   4017  11923   14126     11            2    3563.10706
#> 233  1411 1411      0   2370       0      5            1     191.11032
#> 234  1412 1412   1019    785     658      5            1     569.80803
#> 235  1413 1413   1568   1395     387      4            1     647.60695
#> 236  1416 1416     NA   4161   12094      3            0            NA
#> 237  1417 1417   2019   2689       0      3            1    1590.46719
#> 238  1418 1418   2645   1294    1048      5            1    1174.08917
#> 239  1419 1419     NA   2298    2397      2            0            NA
#> 240  1420 1420     NA   7839     397      8            0            NA
#> 241  1421 1421   2570   1764       0     13            1    2695.49026
#> 242  1422 1422   3726   2172       0      6            2    2033.07823
#> 243  1424 1424   5950   5359    8456     12            1    6066.05680
#> 244  1426 1426   2999   5093   11700     12            1    3923.99808
#> 245  1428 1428     NA   3023       0      1            0            NA
#> 246  1429 1429   2277   2830    1079      2            1    1235.49770
#> 247  1430 1430     NA   2942     285      2            0            NA
#> 248  1431 1431      0   3020      NA      2            3     208.42510
#> 249  1432 1432  11500  12900    5772      8            1    8329.77921
#> 250  1433 1433   1200   2840      94      2            1     749.70183
#> 251  1438 1438   3506   3846     758      6            1    1923.04931
#> 252  1439 1439     NA   6046    1895     11            0            NA
#> 253  1441 1441     NA   2774       0      1            0            NA
#> 254  1443 1443   2800   6015    3038     11            1    2816.35126
#> 255  1444 1444   2500   1200       0      4            2     979.18669
#> 256  1445 1445   6639   5784    8526     11            1    5171.97616
#> 257  1449 1449   1307   7168    2281     10            1    1511.81689
#> 258  1502 1502  18879  26732   24205     13            1   23633.98785
#> 259  1504 1504  15204  46747   22851     13            1   18915.79676
#> 260  1505 1505   9913  24526    7486     13            1   12122.88543
#> 261  1511 1511   1856   3256    1064      2            1    1045.59978
#> 262  1514 1514     NA   2559     405      1            0            NA
#> 263  1515 1515     NA   8972    3423      8            0            NA
#> 264  1516 1516  11028   8430    5817     11            1    7865.08314
#> 265  1517 1517     NA   5189    1780     10            0            NA
#> 266  1519 1519   2000   9037     932     11            1    2325.46824
#> 267  1520 1520   2350  10677    3974     10            1    2111.88108
#> 268  1523 1523   2262   2310    3098      1            1    1867.37159
#> 269  1524 1524    880   1652     601      6            1     609.70419
#> 270  1525 1525     NA   4598     461      2            0            NA
#> 271  1526 1526   2450   1020      NA      5            3    1101.62003
#> 272  1528 1528   3045   7675    3714      7            1    3003.71076
#> 273  1529 1529   2470   4620    3436      1            2    2031.09350
#> 274  1531 1531   3000   8952    2024      7            1    2963.37103
#> 275  1532 1532   6968   8094    2111     11            1    5373.85181
#> 276  1534 1534      0   9200    1115     10            1     759.86685
#> 277  1535 1535   6015   6611    2432     11            1    4789.08741
#> 278  1539 1539   4844   7492    3288     11            1    4070.55738
#> 279  1543 1543     NA   2970     554      2            0            NA
#> 280  1545 1545      0   2088       0      4            1      89.75606
#> 281  1546 1546   3118   1270       0      5            2    1349.87329
#> 282  1547 1547      0   3518    1770     13            1    -604.03385
#> 283  1548 1548   3000   9717    1287     10            1    2485.84246
#> 284  1551 1551   6287   3467    2093      1            2    5035.54787
#> 285  1554 1554   1825   5826    1862     11            1    2218.08758
#> 286  1557 1557   3745   2593    1061      2            1    1897.65957
#> 287  1560 1560   1500   3103     980      2            1     885.02101
#> 288  1563 1563   5193   7160    7244     12            1    5516.56901
#> 289  1566 1566   2100   5969    5687     11            1    2386.82862
#> 290  1567 1567      0   2036       0      2            1     208.42510
#> 291  1571 1571   1715   1547     958      5            1     828.46711
#> 292  1573 1573   1890   2141    1105      6            1    1114.83693
#> 293  1576 1576   3730   3536    1765      3            1    2827.24264
#> 294  1601 1601  42752 187353   77340     13            2   54283.61401
#> 295  1612 1612   5078   4260    3297      2            1    2498.92780
#> 296  1613 1613    342    978      NA      5            3     318.21004
#> 297  1617 1617     NA   4622      14      3            0            NA
#> 298  1620 1620   2044   4799    3938      3            1    1608.53813
#> 299  1621 1621   3545   5209    5014      8            1    5246.58963
#> 300  1622 1622   3300   1733    1070      4            1    1263.80450
#> 301  1624 1624    920   6644     388     11            1    1662.77616
#> 302  1627 1627   3179   4779    2042      2            1    1642.35738
#> 303  1630 1630     NA   3272       2      2            0            NA
#> 304  1632 1632     NA    961       0      5            0            NA
#> 305  1633 1633   1082    976     564      5            1     593.22114
#> 306  1634 1634   2885   6886    5541     11            1    2868.50759
#> 307  1635 1635   3842   2562    1462      2            1    1941.41277
#> 308  1636 1636      0   3954       0      2            1     208.42510
#> 309  1638 1638   4098  11779    7918      7            1    3947.66037
#> 310  1640 1640    382   5635       0     11            1    1332.65733
#> 311  1644 1644      0   2031    1926      2            1     208.42510
#> 312  1648 1648   3715   6298    5310     10            1    2897.19997
#> 313  1653 1653   9611  16096   12273      7            1    8889.72511
#> 314  1657 1657   2500   7755    1835      7            1    2515.15185
#> 315  1662 1662   2549   6067    2014     11            1    2662.33672
#> 316  1663 1663   7560  13738   14395      8            1    6802.71862
#> 317  1664 1664   3236   4132    2009      1            1    2634.03090
#> 318  1665 1665   3000    851    3413      6            1    1669.98281
#> 319  1702 1702      0  21781    2123     13            1    -604.03385
#> 320  1703 1703  11596  13010    9687     11            1    8213.61009
#> 321  1711 1711     NA   2523    3978      3            0            NA
#> 322  1714 1714  20710  23308   23850     13            1   25984.73830
#> 323  1717 1717    200   2631       0      1            1     244.32079
#> 324  1718 1718   2225   3531    1291      4            1     881.34932
#> 325  1719 1719  13987  19610   25837      8            2    9293.68775
#> 326  1721 1721    500  14885    3302      8            1    4066.41210
#> 327  1724 1724      0   2527     473      2            1     208.42510
#> 328  1725 1725     NA   1622       0      5            0            NA
#> 329  1736 1736      0   2139       0      3            1     131.05769
#> 330  1738 1738   4410   1375    1379      5            1    1830.02780
#> 331  1739 1739   1586    469     297      6            1     962.79698
#> 332  1740 1740   2412    867       0      6            1    1375.90553
#> 333  1742 1742   2841   2466    3258      6            1    1590.46192
#> 334  1743 1743     NA   1250       0      5            0            NA
#> 335  1744 1744   1916   3825     331      2            1    1072.66361
#> 336  1748 1748    288    633      85      4            1     192.21847
#> 337  1749 1749   1768   1103     405      5            1     848.16386
#> 338  1750 1750   4056   4387    5225      3            1    3062.88776
#> 339  1751 1751     NA   5126     607     11            0            NA
#> 340  1755 1755     NA    562       0      5            0            NA
#> 341  1756 1756    800   6769     132     11            1    1589.14371
#> 342  1804 1804  15263  50488   32268     13            1   18991.54458
#> 343  1805 1805  10530  18787   13906     11            1    7559.50846
#> 344  1811 1811      0   1465       0      5            1     191.11032
#> 345  1812 1812   2200   2031    1226      3            1    1721.30083
#> 346  1813 1813   2920   7962    5188     11            1    2889.98372
#> 347  1815 1815      0   1244      NA      6            3     169.58854
#> 348  1816 1816    112    507      NA      4            3     129.60255
#> 349  1818 1818     NA   1743      NA      2            0            NA
#> 350  1820 1820   5845   7437    5115     12            1    5989.83987
#> 351  1822 1822    900   2216     594      2            1     614.38265
#> 352  1824 1824  11200  13427    8888     12            1    9876.90338
#> 353  1825 1825     NA   1462      22      5            0            NA
#> 354  1826 1826   1955   1465    1127      6            1    1147.34547
#> 355  1827 1827     NA   1402      NA      5            0            NA
#> 356  1828 1828      0   1838     354      6            1     169.58854
#> 357  1832 1832   3716   4486    1770      3            1    2817.12291
#> 358  1833 1833  10751  26039   20207     13            1   13198.76139
#> 359  1834 1834   1260   1923      NA      4            3     538.02910
#> 360  1835 1835   1770    478      NA      5            3     848.90713
#> 361  1836 1836      0   1268      14      5            1     191.11032
#> 362  1837 1837   2315   6471    2027     12            1    3427.49921
#> 363  1838 1838      0   2043     744      6            1     169.58854
#> 364  1839 1839      0   1034       0      6            1     169.58854
#> 365  1840 1840     NA   4700      NA      2            0            NA
#> 366  1841 1841   6132   9604    8214     12            1    6198.16615
#> 367  1845 1845     NA   1963      NA      6            0            NA
#> 368  1848 1848   5800   2543    2327      3            1    4323.51687
#> 369  1849 1849     NA   1824      NA      6            0            NA
#> 370  1850 1850     NA   1974      NA      6            0            NA
#> 371  1851 1851     NA   2144    1529      5            0            NA
#> 372  1852 1852     NA   1283      NA      5            0            NA
#> 373  1853 1853     NA   1400      NA      6            0            NA
#> 374  1854 1854    950   2556      NA      2            3     636.93584
#> 375  1856 1856   1850    551      22      6            1    1094.83167
#> 376  1857 1857    320    765       0      4            1     203.60318
#> 377  1859 1859    500   1336     147      5            1     376.92863
#> 378  1860 1860  11380  11198    1959     11            1    8081.07167
#> 379  1865 1865  18065   9350    2793     11            2   12183.01292
#> 380  1866 1866   5210   8082    4907     11            1    4295.13637
#> 381  1867 1867     NA   2632      NA      5            0            NA
#> 382  1868 1868   3321   4529    2105      2            1    1706.40846
#> 383  1870 1870     NA  10214    9559     11            0            NA
#> 384  1871 1871     NA   4980    3177     11            0            NA
#> 385  1874 1874     NA   1062       0      5            0            NA
#> 386  1902 1902  31859  73480   31866     13            1   40298.51043
#> 387  1903 1903  14981  24695   15689     13            1   18629.49564
#> 388  1911 1911   3750   3029    4104      6            2    2045.08138
#> 389  1913 1913   4000   3041    2090      2            1    2012.68087
#> 390  1917 1917   1500   1403     891      6            1     919.78568
#> 391  1919 1919     NA   1137       0      5            0            NA
#> 392  1920 1920     NA   1051       0      6            0            NA
#> 393  1922 1922   5030   4019      NA      3            3    3766.93177
#> 394  1923 1923   2164   2230    3622     13            1    2174.24249
#> 395  1924 1924   5475   6741    5510     11            1    4457.74137
#> 396  1925 1925   3650   3452      NA      2            3    1854.80849
#> 397  1926 1926      0   1158     146      5            1     191.11032
#> 398  1927 1927      0   1543       0      5            1     191.11032
#> 399  1928 1928      0    913       0      4            1      89.75606
#> 400  1929 1929     NA    915     225      5            0            NA
#> 401  1931 1931   5837  11618    1766     12            1    5984.03286
#> 402  1933 1933   1800   5701     712     11            1    2202.74749
#> 403  1936 1936   1898   2282     997      6            1    1118.83798
#> 404  1938 1938   2500   2861     591      6            1    1419.91710
#> 405  1939 1939   1200   1865    1061      6            1     769.74625
#> 406  1940 1940      0   2150     595      6            1     169.58854
#> 407  1941 1941   2023   2920     629      3            1    1593.35854
#> 408  1942 1942   2560   4895     969      3            1    1981.52243
#> 409  1943 1943      0   1231       0      6            1     169.58854
#> 410  2002 2002   3910   2137    8367      3            2    2957.35345
#> 411  2003 2003     NA   6160    1913     12            0            NA
#> 412  2004 2004  19291  10455   17871     12            1   15749.96236
#> 413  2011 2011     NA   2956    1708      3            0            NA
#> 414  2012 2012   2649  20097   14343     12            2    3669.94164
#> 415  2014 2014      0    951       0      6            1     169.58854
#> 416  2015 2015      0   1054      24      6            1     169.58854
#> 417  2017 2017   1600   1035     530      6            1     969.79882
#> 418  2018 2018   1572   1215     653      6            1     955.79514
#> 419  2019 2019     NA   3276    2742      3            0            NA
#> 420  2020 2020   3790   3978       0      3            1    2870.61291
#> 421  2021 2021   3262   2668    4038      3            1    2488.95456
#> 422  2022 2022   2011   1318    1667      6            1    1175.35283
#> 423  2023 2023   2904   1139    1569      6            1    1621.97019
#> 424  2024 2024   1820   1000    1048      6            1    1079.82773
#> 425  2025 2025   2450   2922      NA      6            3    1394.91053
#> 426  2027 2027    400    959      NA     13            3     -90.48924
#> 427  2028 2028     NA   2211      NA      3            0            NA
#> 428  2030 2030     NA  10227   19083     12            0            NA
#> 429    13   NA     NA     NA 2033686     13           NA            NA
#> 430     3   NA     NA     NA   80875      3           NA            NA
#> 431     5   NA     NA     NA   13997      5           NA            NA
#> 432     1   NA     NA     NA   21086      1           NA            NA
#> 433     4   NA     NA     NA    6011      4           NA            NA
#> 434    10   NA     NA     NA   57945     10           NA            NA
#> 435    11   NA     NA     NA  219433     11           NA            NA
#> 436     8   NA     NA     NA  150654      8           NA            NA
#> 437     2   NA     NA     NA   61014      2           NA            NA
#> 438     7   NA     NA     NA  125085      7           NA            NA
#> 439     6   NA     NA     NA   38599      6           NA            NA
#> 440    12   NA     NA     NA  140472     12           NA            NA
#> 441 Total   NA     NA     NA      NA     NA           NA            NA
#>           ArStud      Adffits       Ahii AleaveOutResid Bcategory123
#> 1   -1.334608331 -0.205106822 0.02307355   -8377.700379            1
#> 2   -0.728401521 -0.103214127 0.01968353   -4620.601300            1
#> 3   -1.126337834 -0.233389461 0.04116872   -7172.318803            1
#> 4   -0.998092680 -0.262326541 0.06461497   -6452.005029            1
#> 5    0.774135971  0.161430995 0.04167284    1179.372692            1
#> 6    0.978411840  0.233351278 0.05382083     296.943917            1
#> 7   -0.086108079 -0.031702547 0.11936971     -58.404204            1
#> 8    0.055095415  0.024418298 0.16417758      15.845405            1
#> 9   -0.269268009 -0.065019482 0.05509422    -377.892083            1
#> 10  -0.051624838 -0.009529643 0.03295215    -147.845292            1
#> 11  -0.020315373 -0.005073573 0.05870868     -82.286170            1
#> 12   5.326460492          NaN        NaN    7390.533563            2
#> 13  -0.344725724 -0.095811510 0.07170876    -224.525547            1
#> 14  -0.229638517 -0.061608844 0.06714458    -669.193401            1
#> 15  -0.853550981 -0.186740328 0.04567852   -2014.540196            1
#> 16  -0.858974643 -0.241584790 0.07330214   -2056.932798            1
#> 17  -1.361136332 -0.375277475 0.07064530    -836.691882            1
#> 18   0.551533322  0.175046379 0.09151275     363.837627            1
#> 19  -0.536966724 -0.288738435 0.22429157   -1418.921372            1
#> 20  -0.719442557 -0.108298846 0.02215768   -4570.126904            1
#> 21   1.767072793  0.383008951 0.04487152    3973.243706            1
#> 22   0.585996292  0.165847262 0.07415891    2368.019126            1
#> 23  -1.004817970 -0.702557448 0.32834741   -2810.292108            1
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#> 27            NA          NaN        NaN             NA            1
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#> 35            NA          NaN        NaN             NA            1
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#> 41  19.224983574          NaN        NaN  224471.747778            1
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#> 52            NA          NaN        NaN             NA            2
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#> 55  -1.599965576 -0.259382597 0.02560906    -986.051610            1
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#> 61            NA          NaN        NaN             NA            1
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#> 69            NA          NaN        NaN             NA            2
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#> 80            NA          NaN        NaN             NA            1
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#> 100           NA          NaN        NaN             NA            1
#> 101  0.296713606  0.126705672 0.15423018     204.670484            1
#> 102  0.377614470  0.139569123 0.12019049     548.007790            1
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#> 104           NA          NaN        NaN             NA            1
#> 105  1.944285319  0.310713551 0.02490281   11987.056424            1
#> 106           NA          NaN        NaN             NA            1
#> 107           NA          NaN        NaN             NA            1
#> 108           NA          NaN        NaN             NA            1
#> 109           NA          NaN        NaN             NA            1
#> 110  0.914310164  0.178542096 0.03673173     668.176244            1
#> 111 -1.215480949 -0.189136811 0.02364097   -7654.608842            1
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#> 126  9.721563853          NaN        NaN   61467.507834            2
#> 127  2.020070204  0.307566387 0.02265646    5494.075019            1
#> 128  0.032627891  0.013933095 0.15423018      22.587845            1
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#> 136           NA          NaN        NaN             NA            1
#> 137  0.559978004  0.107400982 0.03548017     356.897132            1
#> 138  2.391312245  0.424041448 0.03048584    1423.086236            1
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#> 142 -3.704065472          NaN        NaN   -9101.474645            1
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#> 144 -0.649672950 -0.096404398 0.02154493   -4129.541917            1
#> 145 -8.582698881          NaN        NaN  -59937.137980            1
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#> 147  1.415414327  0.553968985 0.13283313     895.854145            1
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#> 153           NA          NaN        NaN             NA            2
#> 154  1.415085491  0.510112262 0.11500272     886.607095            1
#> 155           NA          NaN        NaN             NA            1
#> 156  2.121006561  0.618803854 0.07844134    1500.737004            2
#> 157  0.765997908  0.159792676 0.04170221    4911.869666            1
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#> 167  0.890172747  0.321317196 0.11527324     235.896734            1
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#> 170           NA          NaN        NaN             NA            1
#> 171 -1.289354070 -0.404409768 0.08956678   -4076.501711            1
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#> 175  8.894403934          NaN        NaN   61043.931902            2
#> 176  1.904877768  0.267275345 0.01930708   11727.094473            1
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#> 178           NA          NaN        NaN             NA            2
#> 179           NA          NaN        NaN             NA            1
#> 180 -0.125436304 -0.048282269 0.12904070    -314.659840            1
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#> 191           NA          NaN        NaN             NA            1
#> 192 -0.910297227 -0.259969949 0.07541002    -588.622071            1
#> 193           NA          NaN        NaN             NA            1
#> 194           NA          NaN        NaN             NA            1
#> 195 -0.949421751 -0.271279326 0.07547991   -3059.244724            1
#> 196  0.469560824  0.073538951 0.02394019    2994.339743            1
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#> 199 10.786318610          NaN        NaN   84831.053547            1
#> 200  0.122378958  0.036109943 0.08009121      81.188529            1
#> 201 -0.265802464 -0.053781066 0.03932922    -763.120815            1
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#> 206           NA          NaN        NaN             NA            1
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#> 211           NA          NaN        NaN             NA            1
#> 212           NA          NaN        NaN             NA            1
#> 213  0.023154862  0.007555389 0.09622534      68.595543            1
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#> 215           NA          NaN        NaN             NA            1
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#> 220           NA          NaN        NaN             NA            1
#> 221 -0.423087801 -0.062981240 0.02167917   -2695.980423            1
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#> 225           NA          NaN        NaN             NA            1
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#> 227 -0.671202789 -0.201496816 0.08267114    -944.975555            1
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#> 229  4.428069688          NaN        NaN    2781.583157            2
#> 230  2.178790188  0.526915470 0.05525429     598.269157            1
#> 231  0.031300694  0.007914477 0.06009268      23.466798            1
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#> 234  0.299167596  0.071408108 0.05390167      93.216495            1
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#> 236           NA          NaN        NaN             NA            2
#> 237 -1.111402650 -0.260764761 0.05217735   -1678.021928            1
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#> 239           NA          NaN        NaN             NA            1
#> 240           NA          NaN        NaN             NA            1
#> 241 -0.435377061 -0.082766295 0.03487851   -2792.902544            1
#> 242 -2.660967804          NaN        NaN   -2033.078225            1
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#> 245           NA          NaN        NaN             NA            1
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#> 247           NA          NaN        NaN             NA            1
#> 248           NA          NaN        NaN             NA            2
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#> 250 -1.076304534 -0.195096931 0.03181195    -677.246356            1
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#> 252           NA          NaN        NaN             NA            1
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#> 254  0.079945510  0.014239888 0.03075108     228.680920            1
#> 255 -3.446062160          NaN        NaN    -979.186693            1
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#> 262           NA          NaN        NaN             NA            1
#> 263           NA          NaN        NaN             NA            1
#> 264 -0.767377430 -0.240372254 0.08935142   -2249.037863            1
#> 265           NA          NaN        NaN             NA            1
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#> 267  1.499243465  0.375029740 0.05888820    1978.637322            1
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#> 270           NA          NaN        NaN             NA            1
#> 271           NA          NaN        NaN             NA            2
#> 272  0.312078782  0.072704928 0.05148081     748.840134            1
#> 273  2.082202039          NaN        NaN    1404.906501            2
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#> 279           NA          NaN        NaN             NA            1
#> 280 -0.377080789 -0.167122272 0.16417758    -107.386514            1
#> 281 -4.200727576          NaN        NaN   -1349.873289            1
#> 282  0.384658570  0.080242546 0.04170221    2477.344594            1
#> 283 -0.924856938 -0.219151146 0.05316348   -1266.155695            1
#> 284 -2.710916335          NaN        NaN   -2942.547873            1
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#> 286 -1.409521950 -0.360634163 0.06144012    -891.429074            1
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#> 288  0.565959035  0.155328573 0.07004763    1857.547798            1
#> 289  1.214998748  0.238716500 0.03716755    3427.565595            1
#> 290 -0.344725724 -0.095811510 0.07170876    -224.525547            1
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#> 293 -0.733070477 -0.183062261 0.05869951   -1128.484107            1
#> 294  3.540093487          NaN        NaN   23056.385989            2
#> 295  1.403398823  0.563693494 0.13892070     926.827761            1
#> 296           NA          NaN        NaN             NA            2
#> 297           NA          NaN        NaN             NA            1
#> 298  1.684870390  0.392564035 0.05149079    2455.919086            1
#> 299 -0.062186509 -0.020024372 0.09394625    -256.706217            1
#> 300 -1.335810220 -1.699338500 0.61807890    -507.446430            1
#> 301 -0.466090908 -0.109195691 0.05203119   -1344.744843            1
#> 302  0.653085776  0.135764801 0.04142477     416.913157            1
#> 303           NA          NaN        NaN             NA            1
#> 304           NA          NaN        NaN             NA            1
#> 305 -0.098841544 -0.023426272 0.05318538     -30.862574            1
#> 306  0.974358557  0.171629313 0.03009367    2755.412893            1
#> 307 -0.795661587 -0.210891796 0.06564117    -513.092778            1
#> 308 -0.344725724 -0.095811510 0.07170876    -224.525547            1
#> 309  1.856295972  0.383382932 0.04091009    4139.694922            1
#> 310 -0.489573498 -0.124229687 0.06049429   -1418.466457            1
#> 311  3.194611383  0.887895852 0.07170876    1850.254355            1
#> 312  2.059192391  0.569165466 0.07097579    2597.133650            1
#> 313  1.628103762  0.606572106 0.12188545    3852.885598            1
#> 314 -0.300178113 -0.075994275 0.06023162    -723.744127            1
#> 315 -0.234233913 -0.043166295 0.03284623    -670.355362            1
#> 316  2.296259335  0.574096957 0.05882973    8066.852069            1
#> 317 -1.396511589 -1.201970484 0.42555009   -1088.051169            1
#> 318  2.795091933  0.815468322 0.07844134    1891.379525            2
#> 319  0.442063274  0.092217580 0.04170221    2845.706081            1
#> 320  0.554241672  0.187314648 0.10251180    1641.681661            1
#> 321           NA          NaN        NaN             NA            1
#> 322 -0.342116469 -0.050193340 0.02107149   -2180.688660            1
#> 323 -0.413028263 -0.155791386 0.12455375    -279.081431            1
#> 324  2.490591373  1.484855700 0.26223096     555.255989            1
#> 325  3.757463961          NaN        NaN   16543.312250            2
#> 326 -0.221527185 -0.119917443 0.22662217    -988.407047            1
#> 327  0.438013900  0.121739604 0.07170876     285.012819            1
#> 328           NA          NaN        NaN             NA            1
#> 329 -0.095952920 -0.045590437 0.18417412    -160.644198            1
#> 330 -2.262233446 -1.972927734 0.43200684    -794.072587            1
#> 331 -0.943016028 -0.164190411 0.02942303    -685.980607            1
#> 332 -2.067959012 -0.456705245 0.04650571   -1443.013916            1
#> 333  2.628083129  0.710907261 0.06818333    1789.555962            1
#> 334           NA          NaN        NaN             NA            1
#> 335 -1.217822154 -0.192798088 0.02445046    -760.252128            1
#> 336 -0.442751084 -0.169905598 0.12836092    -123.007868            1
#> 337 -1.627479697 -0.426830548 0.06435620    -473.645905            1
#> 338  1.568645115  0.437785078 0.07226013    2330.515593            1
#> 339           NA          NaN        NaN             NA            1
#> 340           NA          NaN        NaN             NA            1
#> 341 -0.533701376 -0.127295975 0.05382736   -1540.039999            1
#> 342  2.225521895  0.308845218 0.01889443   13532.137419            1
#> 343  2.518935900  0.736627156 0.07878144    6889.235405            1
#> 344 -0.674518094 -0.232500184 0.10619459    -213.816468            1
#> 345 -0.336477389 -0.075330973 0.04773042    -520.126696            1
#> 346  0.835257008  0.146462883 0.02983063    2368.675366            1
#> 347           NA          NaN        NaN             NA            2
#> 348           NA          NaN        NaN             NA            2
#> 349           NA          NaN        NaN             NA            3
#> 350 -0.283230154 -0.074549812 0.06479213    -935.449644            1
#> 351 -0.033074344 -0.006622760 0.03854982     -21.199900            1
#> 352 -0.333626151 -0.132773665 0.13672634   -1145.527110            1
#> 353           NA          NaN        NaN             NA            1
#> 354 -0.028465628 -0.005262120 0.03304357     -21.040734            1
#> 355           NA          NaN        NaN             NA            3
#> 356  0.265914908  0.082399416 0.08760811     202.118697            1
#> 357 -0.722180702 -0.179535197 0.05820545   -1111.837938            1
#> 358  1.136306575  0.167233002 0.02120053    7160.035129            1
#> 359           NA          NaN        NaN             NA            2
#> 360           NA          NaN        NaN             NA            2
#> 361 -0.623854815 -0.215037018 0.10619459    -198.153104            1
#> 362 -0.472552667 -0.182342423 0.12959711   -1609.024092            1
#> 363  0.836626326  0.259246543 0.08760811     629.566600            1
#> 364 -0.244497750 -0.075762852 0.08760811    -185.872476            1
#> 365           NA          NaN        NaN             NA            3
#> 366  0.660989839  0.172036111 0.06344302    2152.387846            1
#> 367           NA          NaN        NaN             NA            3
#> 368 -1.571801989 -0.814711081 0.21177004   -2532.911668            1
#> 369           NA          NaN        NaN             NA            3
#> 370           NA          NaN        NaN             NA            3
#> 371           NA          NaN        NaN             NA            1
#> 372           NA          NaN        NaN             NA            3
#> 373           NA          NaN        NaN             NA            3
#> 374           NA          NaN        NaN             NA            2
#> 375 -1.557236431 -0.280168115 0.03135403   -1107.558084            1
#> 376 -0.871521670 -0.329813253 0.12527171    -232.761623            1
#> 377 -0.800466879 -0.221215505 0.07095472    -247.489148            1
#> 378 -2.445477691 -0.803188612 0.09736844   -6782.470181            1
#> 379 -2.919279132          NaN        NaN   -9390.012922            1
#> 380  0.219848063  0.033228729 0.02233431     625.841368            1
#> 381           NA          NaN        NaN             NA            3
#> 382  0.652831144  0.142902234 0.04572461     417.690270            1
#> 383           NA          NaN        NaN             NA            1
#> 384           NA          NaN        NaN             NA            1
#> 385           NA          NaN        NaN             NA            1
#> 386 -1.390968333 -0.292866817 0.04244903   -8806.330608            1
#> 387 -0.471226565 -0.065455910 0.01892947   -2997.231638            1
#> 388  2.691861729          NaN        NaN    2058.918620            2
#> 389  0.127796939  0.035853886 0.07296704      83.404939            1
#> 390 -0.040201563 -0.007010214 0.02950990     -29.660968            1
#> 391           NA          NaN        NaN             NA            1
#> 392           NA          NaN        NaN             NA            1
#> 393           NA          NaN        NaN             NA            2
#> 394  0.233648760  0.045071287 0.03587615    1501.630220            1
#> 395  0.378583965  0.057700794 0.02270210    1076.702034            1
#> 396           NA          NaN        NaN             NA            2
#> 397 -0.157120016 -0.054157825 0.10619459     -50.469953            1
#> 398 -0.674518094 -0.232500184 0.10619459    -213.816468            1
#> 399 -0.377080789 -0.167122272 0.16417758    -107.386514            1
#> 400           NA          NaN        NaN             NA            1
#> 401 -1.470273267 -0.387141829 0.06483818   -4510.484481            1
#> 402 -0.542253051 -0.111355127 0.04046479   -1553.614165            1
#> 403 -0.170456256 -0.031022707 0.03206132    -125.873657            1
#> 404 -1.196918928 -0.275281223 0.05023868    -872.763587            1
#> 405  0.408486346  0.074947503 0.03256717     301.058372            1
#> 406  0.616474509  0.191027798 0.08760811     466.259581            1
#> 407 -0.661651000 -0.155066071 0.05206594   -1017.326609            1
#> 408 -0.691876211 -0.145762180 0.04249839   -1057.462897            1
#> 409 -0.244497750 -0.075762852 0.08760811    -185.872476            1
#> 410  3.546111875          NaN        NaN    5409.646554            2
#> 411           NA          NaN        NaN             NA            1
#> 412  1.149653767  1.515335063 0.63468099    5805.987539            1
#> 413           NA          NaN        NaN             NA            1
#> 414  3.267157228          NaN        NaN   10673.058356            1
#> 415 -0.244497750 -0.075762852 0.08760811    -185.872476            1
#> 416 -0.209843467 -0.065024482 0.08760811    -159.567990            1
#> 417 -0.617948942 -0.107628410 0.02944219    -453.140258            1
#> 418 -0.424070942 -0.073823130 0.02941320    -311.971209            1
#> 419           NA          NaN        NaN             NA            1
#> 420 -2.166273860 -0.551649658 0.06089928   -3056.767875            1
#> 421  1.077200121  0.236874577 0.04612492    1623.950004            1
#> 422  0.693577895  0.130435441 0.03415909     509.035353            1
#> 423 -0.075661117 -0.021091268 0.07210397     -57.086347            1
#> 424 -0.044483724 -0.007952176 0.03096763     -32.844859            1
#> 425           NA          NaN        NaN             NA            2
#> 426           NA          NaN        NaN             NA            2
#> 427           NA          NaN        NaN             NA            3
#> 428           NA          NaN        NaN             NA            2
#> 429           NA           NA         NA             NA           NA
#> 430           NA           NA         NA             NA           NA
#> 431           NA           NA         NA             NA           NA
#> 432           NA           NA         NA             NA           NA
#> 433           NA           NA         NA             NA           NA
#> 434           NA           NA         NA             NA           NA
#> 435           NA           NA         NA             NA           NA
#> 436           NA           NA         NA             NA           NA
#> 437           NA           NA         NA             NA           NA
#> 438           NA           NA         NA             NA           NA
#> 439           NA           NA         NA             NA           NA
#> 440           NA           NA         NA             NA           NA
#> 441           NA           NA         NA             NA           NA
#>     BestimateYHat      estimate       BrStud      Bdffits       Bhii
#> 1     17041.67552    2792.00000 -1.803644064 -0.243000830 0.01782795
#> 2     18197.91543   11319.00000 -0.851544470 -0.114364585 0.01771760
#> 3     34077.50816   32854.00000 -0.150473966 -0.020003040 0.01736448
#> 4     51222.75299   42362.00000 -1.102649897 -0.155159543 0.01941630
#> 5      2028.34305    3278.00000  0.845395433  0.231215954 0.06959646
#> 6       389.27639     853.00000  0.951478555  0.175641589 0.03295368
#> 7       875.35126    1531.00000  0.696946145  0.165029213 0.05309222
#> 8       157.72102     103.00000 -0.156149649 -0.058880086 0.12448536
#> 9      2308.20823    2226.00000 -0.062404605 -0.019808107 0.09152996
#> 10     2242.75581    2512.00000  0.091128541  0.016887759 0.03320250
#> 11     6903.42535    6721.00000 -0.048967855 -0.013160761 0.06736750
#> 12     2098.11927   10538.00000  6.073534242          NaN        NaN
#> 13     1100.51372       0.00000 -1.295483623 -0.203815181 0.02415408
#> 14     3980.55545     474.00000 -1.195302510 -0.167384734 0.01923278
#> 15     1585.60406    1507.00000 -0.027306369 -0.007945510 0.07805831
#> 16     5762.94798    5491.00000 -0.093103545 -0.021465219 0.05047150
#> 17      830.25856     331.00000 -0.580435607 -0.303888012 0.21513614
#> 18      824.65059     811.00000 -0.016103168 -0.009358974 0.25249290
#> 19     6419.89602    9867.00000  1.223205301  0.329019218 0.06746941
#> 20    16841.91002   22914.00000  0.750625738  0.101188488 0.01784818
#> 21     7585.28267    9635.00000  0.732655991  0.260053807 0.11189039
#> 22     6937.32298    7751.00000  0.218817658  0.059381227 0.06859201
#> 23     7395.00494   10648.00000  1.174823088  0.398944480 0.10339107
#> 24    14393.19437   14146.00000 -0.030407119 -0.004131182 0.01812403
#> 25    81844.75745   97383.00000  1.990394304  0.346207521 0.02936636
#> 26    37909.05285   53067.00000  1.925881089  0.257803870 0.01760381
#> 27     5998.08794       0.00000 -2.242635178 -0.545646056 0.05588918
#> 28     6786.52873    4400.00000 -0.840469753 -0.246959187 0.07947690
#> 29     3657.00148    1353.00000 -0.791369412 -0.150873853 0.03507230
#> 30     6777.76254   11010.00000  1.533864986  0.449752840 0.07916872
#> 31     3397.10995    2809.00000 -0.200078326 -0.039384495 0.03730270
#> 32    21152.75074   23871.00000  0.334597905  0.044639735 0.01748778
#> 33    32555.61974   41227.00000  1.077395883  0.142969834 0.01730443
#> 34    11615.53624    9878.00000 -0.213860420 -0.029360459 0.01849931
#> 35     1052.41389     400.00000 -0.229412235 -0.075811837 0.09845306
#> 36    19614.62696   23717.00000  0.505660537  0.067677872 0.01759805
#> 37     8508.82581     112.00000 -2.648121214          NaN        NaN
#> 38    12288.95069   13445.00000  0.142249519  0.019476876 0.01840223
#> 39     4117.48391    4830.00000  0.241988627  0.044947079 0.03334900
#> 40      892.80012    1245.00000  0.408446291  0.064773123 0.02453199
#> 41   460228.85443  455113.00000 -1.488071490 -3.147727418 0.81733565
#> 42     7844.08453   10354.00000  0.699924685  0.250696902 0.11370362
#> 43    16742.38021   23153.00000  0.792944266  0.106924376 0.01785839
#> 44    19196.74294    7146.00000 -1.512470122 -0.202625657 0.01763152
#> 45     1704.72102    3649.00000  0.679684523  0.192173689 0.07402404
#> 46     1795.35933     616.00000 -1.215165749 -1.124991761 0.46152383
#> 47     2315.56638    2657.00000  0.260400915  0.085058123 0.09640918
#> 48     1866.12191    2904.00000  0.359618137  0.097796648 0.06886188
#> 49     2543.24416    1440.00000 -0.373061446 -0.064284266 0.02883640
#> 50     1334.85139    1537.00000  0.240190444  0.067307190 0.07280832
#> 51     3515.76066    1500.00000 -0.680887918 -0.098003965 0.02029694
#> 52     1104.64504     801.57418 -0.345840927          NaN        NaN
#> 53    10325.88404    7919.00000 -0.296388470 -0.040910511 0.01869609
#> 54     2826.70978      10.00000 -0.958329232 -0.154913693 0.02546522
#> 55     1258.19244       0.00000 -1.510965955 -0.350869640 0.05116499
#> 56      838.40440     309.00000 -0.617460909 -0.111148514 0.03138622
#> 57     1546.86207     742.00000 -0.554445409 -0.201222765 0.11638564
#> 58      648.29522     409.00000 -0.373140157 -0.065148253 0.02958153
#> 59      409.65474     569.00000  0.325329512  0.074176611 0.04941708
#> 60     5041.80161    1909.00000 -0.771059693 -0.246029350 0.09240393
#> 61      798.46830     830.00000  0.036764266  0.007327150 0.03820336
#> 62      607.05046       0.00000 -0.732363727 -0.232925047 0.09186098
#> 63      441.35441    1828.00000  2.660085130          NaN        NaN
#> 64    14876.01983   20635.00000  0.711632800  0.096525128 0.01806556
#> 65    16754.38026    7666.00000 -1.130707899 -0.152464662 0.01785715
#> 66      861.58570    1256.00000  0.458448428  0.077984942 0.02812238
#> 67      450.69449     742.00000  0.626776777  0.248296152 0.13564569
#> 68     1605.99452    3199.00000  1.097509045  0.337677794 0.08647839
#> 69     1632.17391    1598.41840 -0.021353618          NaN        NaN
#> 70     1082.61133    1721.00000  0.742484572  0.112843292 0.02257664
#> 71     5125.19814    7149.00000  0.491485186  0.153507070 0.08888139
#> 72     2390.03951    4099.00000  0.579674720  0.103613898 0.03096056
#> 73      965.55726       0.00000 -1.129548887 -0.160321017 0.01974735
#> 74     1265.76653    1576.00000  0.365031454  0.086403867 0.05305549
#> 75     1751.31673    1535.00000 -0.073551783 -0.015419783 0.04210076
#> 76     2606.15429    5721.00000  1.063414688  0.180572832 0.02802556
#> 77     1976.29336     824.00000 -0.940625786 -0.427434208 0.17115125
#> 78     4588.27949    1803.00000 -0.961559682 -0.181853823 0.03453266
#> 79     1210.20518    3715.00000  0.889551612  0.283186724 0.09201952
#> 80     2455.51879    1433.00000 -0.351275148 -0.083088420 0.05298385
#> 81     2018.32504    3384.00000  1.097523914  0.421698746 0.12863954
#> 82     2293.80431    1961.00000 -0.251897135 -0.075690848 0.08281294
#> 83     2993.97670     445.00000 -0.865027926 -0.135114814 0.02381646
#> 84      943.52355       0.00000 -1.103655726 -0.160326374 0.02066680
#> 85      654.38682    1097.00000  0.693372151  0.120148685 0.02915123
#> 86     2777.12180    5303.00000  0.858046837  0.140197518 0.02600258
#> 87      739.25271     801.00000  0.072484246  0.016819541 0.05109337
#> 88      980.70543       0.00000 -1.147522963 -0.161328780 0.01938210
#> 89      756.80181     140.00000 -0.971180382 -0.160130523 0.02646667
#> 90    43407.19242   56116.00000  1.599254339  0.217544620 0.01816766
#> 91    14549.19500       0.00000 -1.844149621 -0.250415875 0.01810492
#> 92    16517.20284   15997.00000 -0.063983553 -0.008633602 0.01788179
#> 93     3154.34771    2624.00000 -0.148100355 -0.059103672 0.13738348
#> 94      358.14278    1145.00000  1.672219809  0.348258553 0.04156975
#> 95     1027.06803    1726.00000  0.812563523  0.114936340 0.01961537
#> 96     1292.39059    2957.00000  2.045430685  0.517374635 0.06013225
#> 97      797.55023    1291.00000  0.577333866  0.115336059 0.03837785
#> 98     2064.95758     690.00000 -0.940625973 -0.285566786 0.08439018
#> 99     2025.78004    1208.00000 -0.548653162 -0.148966635 0.06865804
#> 100    1047.72463     106.00000 -1.101331352 -0.158832511 0.02037523
#> 101     913.54844     260.00000 -0.716473290 -0.249730825 0.10832993
#> 102    2014.88892    3835.00000  1.510534866  0.588445594 0.13176193
#> 103    7179.45998    7781.00000  0.211011929  0.068108254 0.09435078
#> 104   12726.59949    5406.00000 -0.907305955 -0.124018879 0.01834124
#> 105   13644.25021   20942.00000  0.904374515  0.123196802 0.01821868
#> 106   10652.00299    4783.00000 -0.725573216 -0.100011304 0.01864498
#> 107    2645.79652      16.00000 -0.913206240 -0.206965501 0.04885456
#> 108     901.41690    1216.00000  0.334091612  0.092816800 0.07165269
#> 109     685.98698     304.00000 -0.596811209 -0.100184304 0.02740670
#> 110    1121.53626    1873.00000  1.231279779  0.379288386 0.08666718
#> 111   14665.66605    2934.00000 -1.471183281 -0.199691603 0.01809078
#> 112    3330.59009    2043.00000 -0.439447250 -0.087362788 0.03801944
#> 113   25323.12031   29885.00000  0.562520642  0.074616954 0.01729111
#> 114   27824.77734   20503.00000 -0.906940222 -0.120139516 0.01724486
#> 115   26446.18361   14068.00000 -1.555045454 -0.206106413 0.01726370
#> 116    1197.31373     781.00000 -0.145827982 -0.046566405 0.09253259
#> 117    2170.97186    2501.00000  0.245853906  0.058360302 0.05334254
#> 118     967.62292    2201.00000  1.454821601  0.206153974 0.01968474
#> 119    4253.47829    3876.00000 -0.101745321 -0.028901636 0.07466466
#> 120    2287.59154    1232.00000 -0.812147409 -0.238501844 0.07939398
#> 121    3802.93264    2907.00000 -0.304610877 -0.057336572 0.03421778
#> 122   10743.06217    7164.00000 -0.441145023 -0.060782945 0.01863087
#> 123     836.41017    1143.00000  0.346220989  0.161406444 0.17853522
#> 124     907.85463       0.00000 -0.998073452 -0.311763161 0.08889792
#> 125   20861.22016   12781.00000 -1.002658766 -0.133843043 0.01750712
#> 126   33565.03553   72675.00000  4.769006870          NaN        NaN
#> 127    7409.52724    9812.00000  0.835644776  0.232207454 0.07168132
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#> 369     845.89144     845.89144           NA          NaN        NaN
#> 370     903.00017     903.00017           NA          NaN        NaN
#> 371     459.09113    1529.00000  2.573949999  1.131828531 0.16202816
#> 372     377.86073     377.86073           NA          NaN        NaN
#> 373     684.46408     684.46408           NA          NaN        NaN
#> 374     828.30562     636.93584 -0.217485956          NaN        NaN
#> 375     361.22865      22.00000 -0.545776990 -0.165613652 0.08431555
#> 376     186.09423       0.00000 -0.535162480 -0.190939566 0.11292287
#> 377     382.86098     147.00000 -0.478051206 -0.086059042 0.03139013
#> 378    6285.28633    1959.00000 -1.505091426 -0.318196213 0.04278332
#> 379    4917.54623    2793.00000 -0.719020615 -0.110368625 0.02301943
#> 380    3979.07522    4907.00000  0.312104589  0.043706047 0.01923307
#> 381     505.13113     505.13113           NA          NaN        NaN
#> 382    1281.14422    2105.00000  0.979568557  0.240969837 0.05706099
#> 383    5557.00913    9559.00000  1.378234564  0.243031378 0.03015644
#> 384    1683.22577    3177.00000  0.509601414  0.108683246 0.04350572
#> 385     357.01065       0.00000 -0.731655093 -0.154433778 0.04265221
#> 386   47349.56108   31866.00000 -1.971350586 -0.272370963 0.01873189
#> 387   12912.95318   15689.00000  0.341871725  0.046697087 0.01831576
#> 388    1304.66494    4104.00000  4.044628386          NaN        NaN
#> 389     939.62175    2090.00000  1.353980224  0.197712310 0.02087756
#> 390     685.60626     891.00000  0.319752506  0.053691831 0.02742285
#> 391     364.08647       0.00000 -0.744106717 -0.145388967 0.03677235
#> 392     551.59110       0.00000 -0.872609063 -0.179236994 0.04048263
#> 393    1938.27132    3766.93177  1.173934400          NaN        NaN
#> 394   -2944.75711    3622.00000  0.814036515  0.120812368 0.02155128
#> 395    2986.57550    5510.00000  0.856256149  0.133939030 0.02388407
#> 396    1033.95356    1854.80849  0.938869055          NaN        NaN
#> 397     366.06770     146.00000 -0.446769775 -0.085717810 0.03550382
#> 398     402.39024       0.00000 -0.826231242 -0.172012610 0.04154228
#> 399     231.24729       0.00000 -0.665170274 -0.219803668 0.09844557
#> 400     343.14204     225.00000 -0.242401893 -0.061400598 0.06029284
#> 401    8169.43059    1766.00000 -1.673764712 -0.498267223 0.08140652
#> 402    2216.85164     712.00000 -0.510753196 -0.095261274 0.03361707
#> 403    1020.26344     997.00000 -0.036766242 -0.009208485 0.05902756
#> 404    1240.70315     591.00000 -1.085648590 -0.419563220 0.12994589
#> 405     861.50116    1061.00000  0.311382052  0.057161514 0.03260064
#> 406     970.00775     595.00000 -0.592298810 -0.133621263 0.04842954
#> 407    1737.07452     629.00000 -0.737255545 -0.158736107 0.04430324
#> 408    2098.64294     969.00000 -0.775482376 -0.258912291 0.10029133
#> 409     620.12158       0.00000 -0.979395732 -0.177976872 0.03196693
#> 410    1593.72866    8367.00000  4.251808201          NaN        NaN
#> 411    5342.23632    1913.00000 -0.841611700 -0.249092827 0.08054343
#> 412    7567.00719   17871.00000  3.162197487  0.828082612 0.06417474
#> 413    1743.66513    1708.00000 -0.023470511 -0.004978743 0.04306047
#> 414   12561.47533   14343.00000  0.577798233  0.561906949 0.48605938
#> 415     513.51861       0.00000 -0.813970876 -0.180511995 0.04687531
#> 416     552.73327      24.00000 -0.835633792 -0.171258582 0.04030919
#> 417     545.49950     530.00000 -0.024269663 -0.005045286 0.04142569
#> 418     614.02998     653.00000  0.060743349  0.011145129 0.03256815
#> 419    1802.24837    2742.00000  0.620609144  0.119424345 0.03570740
#> 420    1930.76535       0.00000 -1.311806523 -0.277521024 0.04283880
#> 421    1690.94022    4038.00000  1.632263344  0.395127743 0.05535577
#> 422     653.24464    1667.00000  1.636601118  0.283985374 0.02922959
#> 423     585.09489    1569.00000  1.590710464  0.306685888 0.03583892
#> 424     532.17413    1048.00000  0.816267391  0.174272037 0.04359458
#> 425    1263.92737    1394.91053  0.190759528          NaN        NaN
#> 426   -3841.93716     -90.48924  0.456446856          NaN        NaN
#> 427    1607.27603    1607.27603           NA          NaN        NaN
#> 428    7448.90526   19083.00000  2.681453724          NaN        NaN
#> 429 1970543.01664 2033595.51076           NA           NA         NA
#> 430   64097.49206   87847.62621           NA           NA         NA
#> 431   15267.54993   18440.98283           NA           NA         NA
#> 432   18496.45302   21086.00000           NA           NA         NA
#> 433    5430.12169    6678.63165           NA           NA         NA
#> 434   45632.16314   57945.00000           NA           NA         NA
#> 435  210240.42176  219433.00000           NA           NA         NA
#> 436  133413.18814  150654.00000           NA           NA         NA
#> 437   59673.40984   66477.84304           NA           NA         NA
#> 438  133481.82581  125085.00000           NA           NA         NA
#> 439   35654.58687   43495.66696           NA           NA         NA
#> 440  128837.90526  140472.00000           NA           NA         NA
#> 441            NA 2971211.26143           NA           NA         NA
#>     BleaveOutResid   N nImputed AnImputed BnImputed      Acoef    AcoefB
#> 1    -14508.329295   1        0         0         0         NA        NA
#> 2     -7002.991611   1        0         0         0         NA        NA
#> 3     -1245.129175   1        0         0         0         NA        NA
#> 4     -9036.202571   1        0         0         0         NA        NA
#> 5      1343.134344   1        0         0         0         NA        NA
#> 6       479.525756   1        0         0         0         NA        NA
#> 7       692.410342   1        0         0         0         NA        NA
#> 8       -62.501548   1        0         0         0         NA        NA
#> 9       -90.490856   1        0         0         0         NA        NA
#> 10      278.490779   1        0         0         0         NA        NA
#> 11     -195.602610   1        0         0         0         NA        NA
#> 12     8439.880725   1        0         0         0         NA        NA
#> 13    -1127.753567   1        0         0         0         NA        NA
#> 14    -3575.318759   1        0         0         0         NA        NA
#> 15      -85.259258   1        0         0         0         NA        NA
#> 16     -286.403174   1        0         0         0         NA        NA
#> 17     -636.108487   1        0         0         0         NA        NA
#> 18      -18.261481   1        0         0         0         NA        NA
#> 19     3696.504983   1        0         0         0         NA        NA
#> 20     6182.435196   1        0         0         0         NA        NA
#> 21     2307.955354   1        0         0         0         NA        NA
#> 22      873.598931   1        0         0         0         NA        NA
#> 23     3628.109150   1        0         0         0         NA        NA
#> 24     -251.757229   1        0         0         0         NA        NA
#> 25    16008.349484   1        0         0         0         NA        NA
#> 26    15429.566260   1        0         0         0         NA        NA
#> 27    -6353.160903   1        0         0         0         NA        NA
#> 28    -2592.578844   1        0         0         0         NA        NA
#> 29    -2387.745194   1        0         0         0         NA        NA
#> 30     4596.105224   1        0         0         0         NA        NA
#> 31     -610.898094   1        0         0         0         NA        NA
#> 32     2766.631510   1        0         0         0         NA        NA
#> 33     8824.075833   1        0         0         0         NA        NA
#> 34    -1770.285290   1        0         0         0         NA        NA
#> 35     -723.660481   1        0         0         0         NA        NA
#> 36     4175.860024   1        0         0         0         NA        NA
#> 37    -8396.825809   1        0         0         0         NA        NA
#> 38     1177.722027   1        0         0         0         NA        NA
#> 39      737.097556   1        0         0         0         NA        NA
#> 40      361.057338   1        0         0         0         NA        NA
#> 41   -28006.857329   1        0         0         0         NA        NA
#> 42     2831.914391   1        0         0         0         NA        NA
#> 43     6527.184782   1        0         0         0         NA        NA
#> 44   -12267.029276   1        0         0         0         NA        NA
#> 45     2099.707846   1        0         0         0         NA        NA
#> 46    -2190.179240   1        0         0         0         NA        NA
#> 47      377.863093   1        0         0         0         NA        NA
#> 48     1114.633870   1        0         0         0         NA        NA
#> 49    -1136.002383   1        0         0         0         NA        NA
#> 50      218.022462   1        0         0         0         NA        NA
#> 51    -2057.522055   1        0         0         0         NA        NA
#> 52     -303.070856   1        1         1         0         NA        NA
#> 53    -2452.740694   1        0         0         0         NA        NA
#> 54    -2890.312225   1        0         0         0         NA        NA
#> 55    -1326.039232   1        0         0         0         NA        NA
#> 56     -546.558816   1        0         0         0         NA        NA
#> 57     -910.874819   1        0         0         0         NA        NA
#> 58     -246.589719   1        0         0         0         NA        NA
#> 59      167.628991   1        0         0         0         NA        NA
#> 60    -3451.757571   1        0         0         0         NA        NA
#> 61       32.784161   1        0         0         0         NA        NA
#> 62     -668.455435   1        0         0         0         NA        NA
#> 63     1386.645586   1        0         0         0         NA        NA
#> 64     5864.933460   1        0         0         0         NA        NA
#> 65    -9253.623625   1        0         0         0         NA        NA
#> 66      405.827129   1        0         0         0         NA        NA
#> 67      337.020942   1        0         0         0         NA        NA
#> 68     1743.807113   1        0         0         0         NA        NA
#> 69      -33.755505   1        1         1         0         NA        NA
#> 70      653.134246   1        0         0         0         NA        NA
#> 71     2221.227654   1        0         0         0         NA        NA
#> 72     1763.561329   1        0         0         0         NA        NA
#> 73     -985.008569   1        0         0         0         NA        NA
#> 74      327.615256   1        0         0         0         NA        NA
#> 75     -225.824095   1        0         0         0         NA        NA
#> 76     3204.658060   1        0         0         0         NA        NA
#> 77    -1390.233581   1        0         0         0         NA        NA
#> 78    -2884.902842   1        0         0         0         NA        NA
#> 79     2758.643923   1        0         0         0         NA        NA
#> 80    -1079.726879   1        0         0         0         NA        NA
#> 81     1567.290492   1        0         0         0         NA        NA
#> 82     -362.853259   1        0         0         0         NA        NA
#> 83    -2611.165405   1        0         0         0         NA        NA
#> 84     -963.434658   1        0         0         0         NA        NA
#> 85      455.903325   1        0         0         0         NA        NA
#> 86     2593.310981   1        0         0         0         NA        NA
#> 87       65.072036   1        0         0         0         NA        NA
#> 88    -1000.089258   1        0         0         0         NA        NA
#> 89     -633.570308   1        0         0         0         NA        NA
#> 90    12943.969192   1        0         0         0         NA        NA
#> 91   -14817.463923   1        0         0         0         NA        NA
#> 92     -529.674372   1        0         0         0         NA        NA
#> 93     -614.812831   1        0         0         0         NA        NA
#> 94      820.985372   1        0         0         0         NA        NA
#> 95      712.916089   1        0         0         0         NA        NA
#> 96     1771.110256   1        0         0         0         NA        NA
#> 97      513.143094   1        0         0         0         NA        NA
#> 98    -1501.685042   1        0         0         0         NA        NA
#> 99     -878.066352   1        0         0         0         NA        NA
#> 100    -961.311573   1        0         0         0         NA        NA
#> 101    -732.948729   1        0         0         0         NA        NA
#> 102    2096.327194   1        0         0         0         NA        NA
#> 103     664.208625   1        0         0         0         NA        NA
#> 104   -7457.377015   1        0         0         0         NA        NA
#> 105    7433.172408   1        0         0         0         NA        NA
#> 106   -5980.509445   1        0         0         0         NA        NA
#> 107   -2764.873183   1        0         0         0         NA        NA
#> 108     338.863586   1        0         0         0         NA        NA
#> 109    -392.750990   1        0         0         0         NA        NA
#> 110     822.770978   1        0         0         0         NA        NA
#> 111  -11947.811319   1        0         0         0         NA        NA
#> 112   -1338.478291   1        0         0         0         NA        NA
#> 113    4642.147596   1        0         0         0         NA        NA
#> 114   -7450.255988   1        0         0         0         NA        NA
#> 115  -12595.630777   1        0         0         0         NA        NA
#> 116    -458.764392   1        0         0         0         NA        NA
#> 117     348.624662   1        0         0         0         NA        NA
#> 118    1258.143307   1        0         0         0         NA        NA
#> 119    -407.936753   1        0         0         0         NA        NA
#> 120   -1146.626803   1        0         0         0         NA        NA
#> 121    -927.675645   1        0         0         0         NA        NA
#> 122   -3647.009121   1        0         0         0         NA        NA
#> 123     373.223344   1        0         0         0         NA        NA
#> 124    -996.435694   1        0         0         0         NA        NA
#> 125   -8224.202259   1        0         0         0         NA        NA
#> 126   39109.964475   1        0         0         0         NA        NA
#> 127    2587.982785   1        0         0         0         NA        NA
#> 128    -897.420589   1        0         0         0         NA        NA
#> 129    -161.542317   1        0         0         0         NA        NA
#> 130    -954.940666   1        0         0         0         NA        NA
#> 131     424.668676   1        0         0         0         NA        NA
#> 132    -821.225657   1        0         0         0         NA        NA
#> 133   -2315.608339   1        0         0         0         NA        NA
#> 134    -451.479927   1        0         0         0         NA        NA
#> 135   -1559.478326   1        0         0         0         NA        NA
#> 136    -429.891060   1        0         0         0         NA        NA
#> 137      88.769892   1        0         0         0         NA        NA
#> 138    2079.978044   1        0         0         0         NA        NA
#> 139     -16.528225   1        0         0         0         NA        NA
#> 140     959.780952   1        0         0         0         NA        NA
#> 141     734.329340   1        0         0         0         NA        NA
#> 142   -1956.456770   1        0         0         0         NA        NA
#> 143   -1107.245184   1        0         0         0         NA        NA
#> 144   -2753.862345   1        0         0         0         NA        NA
#> 145   -2831.880876   1        0         0         0         NA        NA
#> 146    -839.662305   1        0         0         0         NA        NA
#> 147    1758.233285   1        0         0         0         NA        NA
#> 148   -2076.888146   1        0         0         0         NA        NA
#> 149    9192.578243   1        0         0         0         NA        NA
#> 150   -1728.899012   1        0         0         0         NA        NA
#> 151   -1156.974731   1        0         0         0         NA        NA
#> 152     224.519587   1        0         0         0         NA        NA
#> 153     522.097640   1        1         1         0         NA        NA
#> 154     223.571223   1        0         0         0         NA        NA
#> 155     180.101176   1        0         0         0         NA        NA
#> 156    2428.690450   1        0         0         0         NA        NA
#> 157    8132.113424   1        0         0         0         NA        NA
#> 158   21022.455620   1        0         0         0         NA        NA
#> 159    8117.485129   1        0         0         0         NA        NA
#> 160    6698.557257   1        0         0         0         NA        NA
#> 161    2301.204796   1        0         0         0         NA        NA
#> 162      57.364493   1        0         0         0         NA        NA
#> 163     990.683546   1        0         0         0         NA        NA
#> 164   -2686.583126   1        0         0         0         NA        NA
#> 165    1227.646191   1        0         0         0         NA        NA
#> 166     195.180734   1        0         0         0         NA        NA
#> 167     -35.403258   1        0         0         0         NA        NA
#> 168     148.743619   1        0         0         0         NA        NA
#> 169    4551.978418   1        0         0         0         NA        NA
#> 170    -396.264627   1        0         0         0         NA        NA
#> 171   -4788.557758   1        0         0         0         NA        NA
#> 172    4052.343848   1        0         0         0         NA        NA
#> 173    3872.956133   1        0         0         0         NA        NA
#> 174    -415.290855   1        0         0         0         NA        NA
#> 175   49559.448869   1        0         0         0         NA        NA
#> 176    6926.669833   1        0         0         0         NA        NA
#> 177    -930.475292   1        0         0         0         NA        NA
#> 178    4098.015659   1        0         0         0         NA        NA
#> 179    -332.290582   1        0         0         0         NA        NA
#> 180   -8222.795229   1        0         0         0         NA        NA
#> 181    -398.296489   1        0         0         0         NA        NA
#> 182   -1723.633359   1        0         0         0         NA        NA
#> 183     183.294165   1        0         0         0         NA        NA
#> 184    8947.823019   1        0         0         0         NA        NA
#> 185    6678.842474   1        0         0         0         NA        NA
#> 186    5142.820564   1        0         0         0         NA        NA
#> 187   -3364.766047   1        0         0         0         NA        NA
#> 188     519.394781   1        0         0         0         NA        NA
#> 189    6107.509371   1        0         0         0         NA        NA
#> 190    5052.225497   1        0         0         0         NA        NA
#> 191   -1000.319373   1        0         0         0         NA        NA
#> 192     146.497776   1        0         0         0         NA        NA
#> 193      76.690970   1        0         0         0         NA        NA
#> 194    -347.074149   1        0         0         0         NA        NA
#> 195   -2887.678189   1        0         0         0         NA        NA
#> 196  -12431.270087   1        0         0         0         NA        NA
#> 197     697.499885   1        0         0         0         NA        NA
#> 198   -1850.270196   1        0         0         0         NA        NA
#> 199   16130.521678   1        0         0         0         NA        NA
#> 200    -202.895390   1        0         0         0         NA        NA
#> 201    -627.852509   1        0         0         0         NA        NA
#> 202   -6809.870077   1        0         0         0         NA        NA
#> 203   -2120.471502   1        0         0         0         NA        NA
#> 204   -1847.598182   1        0         0         0         NA        NA
#> 205    -733.313131   1        0         0         0         NA        NA
#> 206   -7640.466092   1        0         0         0         NA        NA
#> 207    -594.093011   1        0         0         0         NA        NA
#> 208     662.166702   1        0         0         0         NA        NA
#> 209      71.138787   1        0         0         0         NA        NA
#> 210    5353.677679   1        0         0         0         NA        NA
#> 211      58.836617   1        0         0         0         NA        NA
#> 212    -338.792142   1        0         0         0         NA        NA
#> 213    -635.521682   1        0         0         0         NA        NA
#> 214     908.830976   1        0         0         0         NA        NA
#> 215     312.343155   1        0         0         0         NA        NA
#> 216   -1157.257035   1        0         0         0         NA        NA
#> 217   -7857.052446   1        0         0         0         NA        NA
#> 218    -156.659845   1        0         0         0         NA        NA
#> 219   -3731.552350   1        0         0         0         NA        NA
#> 220   -5916.754017   1        0         0         0         NA        NA
#> 221   -5689.501877   1        0         0         0         NA        NA
#> 222    2223.913010   1        0         0         0         NA        NA
#> 223    4345.157881   1        0         0         0         NA        NA
#> 224   -1451.384564   1        0         0         0         NA        NA
#> 225   -4032.243364   1        0         0         0         NA        NA
#> 226     696.341702   1        0         0         0         NA        NA
#> 227    -164.513246   1        0         0         0         NA        NA
#> 228   -2012.664947   1        0         0         0         NA        NA
#> 229    3106.380009   1        0         0         0         NA        NA
#> 230    1142.478359   1        0         0         0         NA        NA
#> 231     764.230875   1        0         0         0         NA        NA
#> 232    7730.477727   1        0         0         0         NA        NA
#> 233    -634.094591   1        0         0         0         NA        NA
#> 234     356.592285   1        0         0         0         NA        NA
#> 235       9.505237   1        0         0         0         NA        NA
#> 236   10129.732364   1        0         0         0         NA        NA
#> 237   -1792.052772   1        0         0         0         NA        NA
#> 238     690.714105   1        0         0         0         NA        NA
#> 239    1703.160874   1        0         0         0         NA        NA
#> 240   -3597.279214   1        0         0         0         NA        NA
#> 241    3346.113771   1        0         0         0         NA        NA
#> 242   -1029.934235   1        0         0         0         NA        NA
#> 243    3910.006995   1        0         0         0         NA        NA
#> 244    7713.738741   1        0         0         0         NA        NA
#> 245    -944.700898   1        0         0         0         NA        NA
#> 246     192.561674   1        0         0         0         NA        NA
#> 247    -646.372797   1        0         0         0         NA        NA
#> 248    -726.376776   1        1         1         0         NA        NA
#> 249      19.880893   1        0         0         0         NA        NA
#> 250    -819.537171   1        0         0         0         NA        NA
#> 251   -1303.561561   1        0         0         0         NA        NA
#> 252    -594.918417   1        0         0         0         NA        NA
#> 253    -963.868312   1        0         0         0         NA        NA
#> 254     607.031403   1        0         0         0         NA        NA
#> 255    -348.082500   1        0         0         0         NA        NA
#> 256    6458.550063   1        0         0         0         NA        NA
#> 257      38.499994   1        0         0         0         NA        NA
#> 258   10036.105804   1        0         0         0         NA        NA
#> 259   -5726.873583   1        0         0         0         NA        NA
#> 260   -5406.775795   1        0         0         0         NA        NA
#> 261      76.506554   1        0         0         0         NA        NA
#> 262    -545.000117   1        0         0         0         NA        NA
#> 263    -724.983170   1        0         0         0         NA        NA
#> 264    1611.760733   1        0         0         0         NA        NA
#> 265    -589.591404   1        0         0         0         NA        NA
#> 266   -3835.764487   1        0         0         0         NA        NA
#> 267    1976.672746   1        0         0         0         NA        NA
#> 268    2440.832159   1        0         0         0         NA        NA
#> 269    -184.397636   1        0         0         0         NA        NA
#> 270    -890.687203   1        0         0         0         NA        NA
#> 271     748.571837   1        1         1         0         NA        NA
#> 272    2118.093018   1        0         0         0         NA        NA
#> 273    2589.546979   1        0         0         0         NA        NA
#> 274    -406.040662   1        0         0         0         NA        NA
#> 275   -1913.761365   1        0         0         0         NA        NA
#> 276   -1118.720002   1        0         0         0         NA        NA
#> 277    -470.020300   1        0         0         0         NA        NA
#> 278    -259.645426   1        0         0         0         NA        NA
#> 279    -377.600633   1        0         0         0         NA        NA
#> 280    -697.482053   1        0         0         0         NA        NA
#> 281    -388.896173   1        0         0         0         NA        NA
#> 282    3888.429239   1        0         0         0         NA        NA
#> 283    -920.165808   1        0         0         0         NA        NA
#> 284    1278.189546   1        0         0         0         NA        NA
#> 285    -462.233954   1        0         0         0         NA        NA
#> 286     231.525682   1        0         0         0         NA        NA
#> 287      26.686647   1        0         0         0         NA        NA
#> 288    1480.741718   1        0         0         0         NA        NA
#> 289    3375.063632   1        0         0         0         NA        NA
#> 290    -753.385902   1        0         0         0         NA        NA
#> 291     579.511988   1        0         0         0         NA        NA
#> 292     145.364621   1        0         0         0         NA        NA
#> 293     -87.890232   1        0         0         0         NA        NA
#> 294  -50390.822763   1        0         0         0         NA        NA
#> 295    2169.440233   1        0         0         0         NA        NA
#> 296     -30.875693   1        1         1         0         NA        NA
#> 297   -2205.566058   1        0         0         0         NA        NA
#> 298    2044.451495   1        0         0         0         NA        NA
#> 299    3118.101689   1        0         0         0         NA        NA
#> 300     658.029276   1        0         0         0         NA        NA
#> 301   -2590.419066   1        0         0         0         NA        NA
#> 302     759.681268   1        0         0         0         NA        NA
#> 303   -1010.081875   1        0         0         0         NA        NA
#> 304    -367.278915   1        0         0         0         NA        NA
#> 305     226.899314   1        0         0         0         NA        NA
#> 306    2504.592996   1        0         0         0         NA        NA
#> 307     653.724149   1        0         0         0         NA        NA
#> 308   -1184.683504   1        0         0         0         NA        NA
#> 309    4194.508957   1        0         0         0         NA        NA
#> 310   -2245.275671   1        0         0         0         NA        NA
#> 311    1294.968233   1        0         0         0         NA        NA
#> 312    3274.372642   1        0         0         0         NA        NA
#> 313    6563.441432   1        0         0         0         NA        NA
#> 314      47.551007   1        0         0         0         NA        NA
#> 315    -488.176232   1        0         0         0         NA        NA
#> 316    8706.467790   1        0         0         0         NA        NA
#> 317    1247.797357   1        0         0         0         NA        NA
#> 318    2937.553883   1        0         0         0         NA        NA
#> 319   -8898.638331   1        0         0         0         NA        NA
#> 320    2236.323301   1        0         0         0         NA        NA
#> 321    2470.696725   1        0         0         0         NA        NA
#> 322   12140.130532   1        0         0         0         NA        NA
#> 323    -978.020452   1        0         0         0         NA        NA
#> 324     722.777701   1        0         0         0         NA        NA
#> 325   17240.811856   1        0         0         0         NA        NA
#> 326   -3493.812914   1        0         0         0         NA        NA
#> 327    -360.944176   1        0         0         0         NA        NA
#> 328    -431.255814   1        0         0         0         NA        NA
#> 329   -1755.520408   1        0         0         0         NA        NA
#> 330    1025.347524   1        0         0         0         NA        NA
#> 331     -36.447539   1        0         0         0         NA        NA
#> 332    -508.574788   1        0         0         0         NA        NA
#> 333    2349.158637   1        0         0         0         NA        NA
#> 334    -387.093649   1        0         0         0         NA        NA
#> 335    -809.751791   1        0         0         0         NA        NA
#> 336     -69.903006   1        0         0         0         NA        NA
#> 337      45.920236   1        0         0         0         NA        NA
#> 338    3431.152760   1        0         0         0         NA        NA
#> 339   -1235.295447   1        0         0         0         NA        NA
#> 340    -358.498668   1        0         0         0         NA        NA
#> 341   -2945.085602   1        0         0         0         NA        NA
#> 342    1168.322983   1        0         0         0         NA        NA
#> 343    2867.372309   1        0         0         0         NA        NA
#> 344    -409.711792   1        0         0         0         NA        NA
#> 345    -387.738707   1        0         0         0         NA        NA
#> 346    1323.260523   1        0         0         0         NA        NA
#> 347    -455.482460   1        1         1         0         NA        NA
#> 348      22.221089   1        1         1         0         NA        NA
#> 349             NA   1        1         0         1         NA        NA
#> 350    -947.981596   1        0         0         0         NA        NA
#> 351    -164.225236   1        0         0         0         NA        NA
#> 352    -250.132631   1        0         0         0         NA        NA
#> 353    -386.530859   1        0         0         0         NA        NA
#> 354     429.225901   1        0         0         0         NA        NA
#> 355             NA   1        1         0         1         NA        NA
#> 356    -513.447027   1        0         0         0         NA        NA
#> 357    -272.260813   1        0         0         0         NA        NA
#> 358    6462.901924   1        0         0         0         NA        NA
#> 359      -1.357324   1        1         1         0         NA        NA
#> 360     546.993524   1        1         1         0         NA        NA
#> 361    -374.257038   1        0         0         0         NA        NA
#> 362   -3758.722334   1        0         0         0         NA        NA
#> 363    -193.262851   1        0         0         0         NA        NA
#> 364    -568.712163   1        0         0         0         NA        NA
#> 365             NA   1        1         0         1         NA        NA
#> 366    1154.063900   1        0         0         0         NA        NA
#> 367             NA   1        1         0         1         NA        NA
#> 368     702.773104   1        0         0         0         NA        NA
#> 369             NA   1        1         0         1         NA        NA
#> 370             NA   1        1         0         1         NA        NA
#> 371    1276.783789   1        0         0         0         NA        NA
#> 372             NA   1        1         0         1         NA        NA
#> 373             NA   1        1         0         1         NA        NA
#> 374    -191.369773   1        1         1         0         NA        NA
#> 375    -370.464572   1        0         0         0         NA        NA
#> 376    -209.783594   1        0         0         0         NA        NA
#> 377    -243.504616   1        0         0         0         NA        NA
#> 378   -4519.652058   1        0         0         0         NA        NA
#> 379   -2174.604380   1        0         0         0         NA        NA
#> 380     946.121605   1        0         0         0         NA        NA
#> 381             NA   1        1         0         1         NA        NA
#> 382     873.710566   1        0         0         0         NA        NA
#> 383    4126.429294   1        0         0         0         NA        NA
#> 384    1561.717884   1        0         0         0         NA        NA
#> 385    -372.916356   1        0         0         0         NA        NA
#> 386  -15779.134057   1        0         0         0         NA        NA
#> 387    2827.840888   1        0         0         0         NA        NA
#> 388    2799.335065   1        0         0         0         NA        NA
#> 389    1174.907456   1        0         0         0         NA        NA
#> 390     211.185037   1        0         0         0         NA        NA
#> 391    -377.985899   1        0         0         0         NA        NA
#> 392    -574.863063   1        0         0         0         NA        NA
#> 393    1828.660444   1        1         1         0         NA        NA
#> 394    6711.396298   1        0         0         0         NA        NA
#> 395    2585.168843   1        0         0         0         NA        NA
#> 396     820.854933   1        1         1         0         NA        NA
#> 397    -228.168554   1        0         0         0         NA        NA
#> 398    -419.830971   1        0         0         0         NA        NA
#> 399    -256.498421   1        0         0         0         NA        NA
#> 400    -125.722192   1        0         0         0         NA        NA
#> 401   -6970.907938   1        0         0         0         NA        NA
#> 402   -1557.200145   1        0         0         0         NA        NA
#> 403     -24.722764   1        0         0         0         NA        NA
#> 404    -746.738787   1        0         0         0         NA        NA
#> 405     206.221803   1        0         0         0         NA        NA
#> 406    -394.093523   1        0         0         0         NA        NA
#> 407   -1159.441533   1        0         0         0         NA        NA
#> 408   -1255.565241   1        0         0         0         NA        NA
#> 409    -640.599578   1        0         0         0         NA        NA
#> 410    6773.271341   1        0         0         0         NA        NA
#> 411   -3729.633832   1        0         0         0         NA        NA
#> 412   11010.594875   1        0         0         0         NA        NA
#> 413     -37.269996   1        0         0         0         NA        NA
#> 414    3466.401769   1        0         0         0         NA        NA
#> 415    -538.773793   1        0         0         0         NA        NA
#> 416    -550.941264   1        0         0         0         NA        NA
#> 417     -16.169322   1        0         0         0         NA        NA
#> 418      40.281930   1        0         0         0         NA        NA
#> 419     974.550287   1        0         0         0         NA        NA
#> 420   -2017.178868   1        0         0         0         NA        NA
#> 421    2484.596526   1        0         0         0         NA        NA
#> 422    1044.279216   1        0         0         0         NA        NA
#> 423    1020.477941   1        0         0         0         NA        NA
#> 424     539.338094   1        0         0         0         NA        NA
#> 425     130.983157   1        1         1         0         NA        NA
#> 426    3751.447917   1        1         1         0         NA        NA
#> 427             NA   1        1         0         1         NA        NA
#> 428   11634.094736   1        0         0         0         NA        NA
#> 429             NA  63        1         1         0 -604.03385 1.2838615
#> 430             NA  35        3         2         1  131.05769 0.7228378
#> 431             NA  40        7         4         3  191.11032 0.3716366
#> 432             NA  21        0         0         0   86.89588 0.7871245
#> 433             NA  15        2         2         0   89.75606 0.3557723
#> 434             NA  21        0         0         0  759.86685 0.5753252
#> 435             NA  53        0         0         0 1098.26069 0.6136038
#> 436             NA  23        0         0         0 3872.62269 0.3875788
#> 437             NA  60        6         4         2  208.42510 0.4510639
#> 438             NA  31        0         0         0  274.05591 0.8964384
#> 439             NA  47        6         2         4  169.58854 0.5001314
#> 440             NA  19        0         0         0 1747.09734 0.7258755
#> 441             NA 428       25        15        10         NA        NA
#>     AnModel AsigmaHat AseEstimate AseRobust BestimateOrig       Bcoef
#> 1        NA        NA          NA        NA            NA          NA
#> 2        NA        NA          NA        NA            NA          NA
#> 3        NA        NA          NA        NA            NA          NA
#> 4        NA        NA          NA        NA            NA          NA
#> 5        NA        NA          NA        NA            NA          NA
#> 6        NA        NA          NA        NA            NA          NA
#> 7        NA        NA          NA        NA            NA          NA
#> 8        NA        NA          NA        NA            NA          NA
#> 9        NA        NA          NA        NA            NA          NA
#> 10       NA        NA          NA        NA            NA          NA
#> 11       NA        NA          NA        NA            NA          NA
#> 12       NA        NA          NA        NA            NA          NA
#> 13       NA        NA          NA        NA            NA          NA
#> 14       NA        NA          NA        NA            NA          NA
#> 15       NA        NA          NA        NA            NA          NA
#> 16       NA        NA          NA        NA            NA          NA
#> 17       NA        NA          NA        NA            NA          NA
#> 18       NA        NA          NA        NA            NA          NA
#> 19       NA        NA          NA        NA            NA          NA
#> 20       NA        NA          NA        NA            NA          NA
#> 21       NA        NA          NA        NA            NA          NA
#> 22       NA        NA          NA        NA            NA          NA
#> 23       NA        NA          NA        NA            NA          NA
#> 24       NA        NA          NA        NA            NA          NA
#> 25       NA        NA          NA        NA            NA          NA
#> 26       NA        NA          NA        NA            NA          NA
#> 27       NA        NA          NA        NA            NA          NA
#> 28       NA        NA          NA        NA            NA          NA
#> 29       NA        NA          NA        NA            NA          NA
#> 30       NA        NA          NA        NA            NA          NA
#> 31       NA        NA          NA        NA            NA          NA
#> 32       NA        NA          NA        NA            NA          NA
#> 33       NA        NA          NA        NA            NA          NA
#> 34       NA        NA          NA        NA            NA          NA
#> 35       NA        NA          NA        NA            NA          NA
#> 36       NA        NA          NA        NA            NA          NA
#> 37       NA        NA          NA        NA            NA          NA
#> 38       NA        NA          NA        NA            NA          NA
#> 39       NA        NA          NA        NA            NA          NA
#> 40       NA        NA          NA        NA            NA          NA
#> 41       NA        NA          NA        NA            NA          NA
#> 42       NA        NA          NA        NA            NA          NA
#> 43       NA        NA          NA        NA            NA          NA
#> 44       NA        NA          NA        NA            NA          NA
#> 45       NA        NA          NA        NA            NA          NA
#> 46       NA        NA          NA        NA            NA          NA
#> 47       NA        NA          NA        NA            NA          NA
#> 48       NA        NA          NA        NA            NA          NA
#> 49       NA        NA          NA        NA            NA          NA
#> 50       NA        NA          NA        NA            NA          NA
#> 51       NA        NA          NA        NA            NA          NA
#> 52       NA        NA          NA        NA            NA          NA
#> 53       NA        NA          NA        NA            NA          NA
#> 54       NA        NA          NA        NA            NA          NA
#> 55       NA        NA          NA        NA            NA          NA
#> 56       NA        NA          NA        NA            NA          NA
#> 57       NA        NA          NA        NA            NA          NA
#> 58       NA        NA          NA        NA            NA          NA
#> 59       NA        NA          NA        NA            NA          NA
#> 60       NA        NA          NA        NA            NA          NA
#> 61       NA        NA          NA        NA            NA          NA
#> 62       NA        NA          NA        NA            NA          NA
#> 63       NA        NA          NA        NA            NA          NA
#> 64       NA        NA          NA        NA            NA          NA
#> 65       NA        NA          NA        NA            NA          NA
#> 66       NA        NA          NA        NA            NA          NA
#> 67       NA        NA          NA        NA            NA          NA
#> 68       NA        NA          NA        NA            NA          NA
#> 69       NA        NA          NA        NA            NA          NA
#> 70       NA        NA          NA        NA            NA          NA
#> 71       NA        NA          NA        NA            NA          NA
#> 72       NA        NA          NA        NA            NA          NA
#> 73       NA        NA          NA        NA            NA          NA
#> 74       NA        NA          NA        NA            NA          NA
#> 75       NA        NA          NA        NA            NA          NA
#> 76       NA        NA          NA        NA            NA          NA
#> 77       NA        NA          NA        NA            NA          NA
#> 78       NA        NA          NA        NA            NA          NA
#> 79       NA        NA          NA        NA            NA          NA
#> 80       NA        NA          NA        NA            NA          NA
#> 81       NA        NA          NA        NA            NA          NA
#> 82       NA        NA          NA        NA            NA          NA
#> 83       NA        NA          NA        NA            NA          NA
#> 84       NA        NA          NA        NA            NA          NA
#> 85       NA        NA          NA        NA            NA          NA
#> 86       NA        NA          NA        NA            NA          NA
#> 87       NA        NA          NA        NA            NA          NA
#> 88       NA        NA          NA        NA            NA          NA
#> 89       NA        NA          NA        NA            NA          NA
#> 90       NA        NA          NA        NA            NA          NA
#> 91       NA        NA          NA        NA            NA          NA
#> 92       NA        NA          NA        NA            NA          NA
#> 93       NA        NA          NA        NA            NA          NA
#> 94       NA        NA          NA        NA            NA          NA
#> 95       NA        NA          NA        NA            NA          NA
#> 96       NA        NA          NA        NA            NA          NA
#> 97       NA        NA          NA        NA            NA          NA
#> 98       NA        NA          NA        NA            NA          NA
#> 99       NA        NA          NA        NA            NA          NA
#> 100      NA        NA          NA        NA            NA          NA
#> 101      NA        NA          NA        NA            NA          NA
#> 102      NA        NA          NA        NA            NA          NA
#> 103      NA        NA          NA        NA            NA          NA
#> 104      NA        NA          NA        NA            NA          NA
#> 105      NA        NA          NA        NA            NA          NA
#> 106      NA        NA          NA        NA            NA          NA
#> 107      NA        NA          NA        NA            NA          NA
#> 108      NA        NA          NA        NA            NA          NA
#> 109      NA        NA          NA        NA            NA          NA
#> 110      NA        NA          NA        NA            NA          NA
#> 111      NA        NA          NA        NA            NA          NA
#> 112      NA        NA          NA        NA            NA          NA
#> 113      NA        NA          NA        NA            NA          NA
#> 114      NA        NA          NA        NA            NA          NA
#> 115      NA        NA          NA        NA            NA          NA
#> 116      NA        NA          NA        NA            NA          NA
#> 117      NA        NA          NA        NA            NA          NA
#> 118      NA        NA          NA        NA            NA          NA
#> 119      NA        NA          NA        NA            NA          NA
#> 120      NA        NA          NA        NA            NA          NA
#> 121      NA        NA          NA        NA            NA          NA
#> 122      NA        NA          NA        NA            NA          NA
#> 123      NA        NA          NA        NA            NA          NA
#> 124      NA        NA          NA        NA            NA          NA
#> 125      NA        NA          NA        NA            NA          NA
#> 126      NA        NA          NA        NA            NA          NA
#> 127      NA        NA          NA        NA            NA          NA
#> 128      NA        NA          NA        NA            NA          NA
#> 129      NA        NA          NA        NA            NA          NA
#> 130      NA        NA          NA        NA            NA          NA
#> 131      NA        NA          NA        NA            NA          NA
#> 132      NA        NA          NA        NA            NA          NA
#> 133      NA        NA          NA        NA            NA          NA
#> 134      NA        NA          NA        NA            NA          NA
#> 135      NA        NA          NA        NA            NA          NA
#> 136      NA        NA          NA        NA            NA          NA
#> 137      NA        NA          NA        NA            NA          NA
#> 138      NA        NA          NA        NA            NA          NA
#> 139      NA        NA          NA        NA            NA          NA
#> 140      NA        NA          NA        NA            NA          NA
#> 141      NA        NA          NA        NA            NA          NA
#> 142      NA        NA          NA        NA            NA          NA
#> 143      NA        NA          NA        NA            NA          NA
#> 144      NA        NA          NA        NA            NA          NA
#> 145      NA        NA          NA        NA            NA          NA
#> 146      NA        NA          NA        NA            NA          NA
#> 147      NA        NA          NA        NA            NA          NA
#> 148      NA        NA          NA        NA            NA          NA
#> 149      NA        NA          NA        NA            NA          NA
#> 150      NA        NA          NA        NA            NA          NA
#> 151      NA        NA          NA        NA            NA          NA
#> 152      NA        NA          NA        NA            NA          NA
#> 153      NA        NA          NA        NA            NA          NA
#> 154      NA        NA          NA        NA            NA          NA
#> 155      NA        NA          NA        NA            NA          NA
#> 156      NA        NA          NA        NA            NA          NA
#> 157      NA        NA          NA        NA            NA          NA
#> 158      NA        NA          NA        NA            NA          NA
#> 159      NA        NA          NA        NA            NA          NA
#> 160      NA        NA          NA        NA            NA          NA
#> 161      NA        NA          NA        NA            NA          NA
#> 162      NA        NA          NA        NA            NA          NA
#> 163      NA        NA          NA        NA            NA          NA
#> 164      NA        NA          NA        NA            NA          NA
#> 165      NA        NA          NA        NA            NA          NA
#> 166      NA        NA          NA        NA            NA          NA
#> 167      NA        NA          NA        NA            NA          NA
#> 168      NA        NA          NA        NA            NA          NA
#> 169      NA        NA          NA        NA            NA          NA
#> 170      NA        NA          NA        NA            NA          NA
#> 171      NA        NA          NA        NA            NA          NA
#> 172      NA        NA          NA        NA            NA          NA
#> 173      NA        NA          NA        NA            NA          NA
#> 174      NA        NA          NA        NA            NA          NA
#> 175      NA        NA          NA        NA            NA          NA
#> 176      NA        NA          NA        NA            NA          NA
#> 177      NA        NA          NA        NA            NA          NA
#> 178      NA        NA          NA        NA            NA          NA
#> 179      NA        NA          NA        NA            NA          NA
#> 180      NA        NA          NA        NA            NA          NA
#> 181      NA        NA          NA        NA            NA          NA
#> 182      NA        NA          NA        NA            NA          NA
#> 183      NA        NA          NA        NA            NA          NA
#> 184      NA        NA          NA        NA            NA          NA
#> 185      NA        NA          NA        NA            NA          NA
#> 186      NA        NA          NA        NA            NA          NA
#> 187      NA        NA          NA        NA            NA          NA
#> 188      NA        NA          NA        NA            NA          NA
#> 189      NA        NA          NA        NA            NA          NA
#> 190      NA        NA          NA        NA            NA          NA
#> 191      NA        NA          NA        NA            NA          NA
#> 192      NA        NA          NA        NA            NA          NA
#> 193      NA        NA          NA        NA            NA          NA
#> 194      NA        NA          NA        NA            NA          NA
#> 195      NA        NA          NA        NA            NA          NA
#> 196      NA        NA          NA        NA            NA          NA
#> 197      NA        NA          NA        NA            NA          NA
#> 198      NA        NA          NA        NA            NA          NA
#> 199      NA        NA          NA        NA            NA          NA
#> 200      NA        NA          NA        NA            NA          NA
#> 201      NA        NA          NA        NA            NA          NA
#> 202      NA        NA          NA        NA            NA          NA
#> 203      NA        NA          NA        NA            NA          NA
#> 204      NA        NA          NA        NA            NA          NA
#> 205      NA        NA          NA        NA            NA          NA
#> 206      NA        NA          NA        NA            NA          NA
#> 207      NA        NA          NA        NA            NA          NA
#> 208      NA        NA          NA        NA            NA          NA
#> 209      NA        NA          NA        NA            NA          NA
#> 210      NA        NA          NA        NA            NA          NA
#> 211      NA        NA          NA        NA            NA          NA
#> 212      NA        NA          NA        NA            NA          NA
#> 213      NA        NA          NA        NA            NA          NA
#> 214      NA        NA          NA        NA            NA          NA
#> 215      NA        NA          NA        NA            NA          NA
#> 216      NA        NA          NA        NA            NA          NA
#> 217      NA        NA          NA        NA            NA          NA
#> 218      NA        NA          NA        NA            NA          NA
#> 219      NA        NA          NA        NA            NA          NA
#> 220      NA        NA          NA        NA            NA          NA
#> 221      NA        NA          NA        NA            NA          NA
#> 222      NA        NA          NA        NA            NA          NA
#> 223      NA        NA          NA        NA            NA          NA
#> 224      NA        NA          NA        NA            NA          NA
#> 225      NA        NA          NA        NA            NA          NA
#> 226      NA        NA          NA        NA            NA          NA
#> 227      NA        NA          NA        NA            NA          NA
#> 228      NA        NA          NA        NA            NA          NA
#> 229      NA        NA          NA        NA            NA          NA
#> 230      NA        NA          NA        NA            NA          NA
#> 231      NA        NA          NA        NA            NA          NA
#> 232      NA        NA          NA        NA            NA          NA
#> 233      NA        NA          NA        NA            NA          NA
#> 234      NA        NA          NA        NA            NA          NA
#> 235      NA        NA          NA        NA            NA          NA
#> 236      NA        NA          NA        NA            NA          NA
#> 237      NA        NA          NA        NA            NA          NA
#> 238      NA        NA          NA        NA            NA          NA
#> 239      NA        NA          NA        NA            NA          NA
#> 240      NA        NA          NA        NA            NA          NA
#> 241      NA        NA          NA        NA            NA          NA
#> 242      NA        NA          NA        NA            NA          NA
#> 243      NA        NA          NA        NA            NA          NA
#> 244      NA        NA          NA        NA            NA          NA
#> 245      NA        NA          NA        NA            NA          NA
#> 246      NA        NA          NA        NA            NA          NA
#> 247      NA        NA          NA        NA            NA          NA
#> 248      NA        NA          NA        NA            NA          NA
#> 249      NA        NA          NA        NA            NA          NA
#> 250      NA        NA          NA        NA            NA          NA
#> 251      NA        NA          NA        NA            NA          NA
#> 252      NA        NA          NA        NA            NA          NA
#> 253      NA        NA          NA        NA            NA          NA
#> 254      NA        NA          NA        NA            NA          NA
#> 255      NA        NA          NA        NA            NA          NA
#> 256      NA        NA          NA        NA            NA          NA
#> 257      NA        NA          NA        NA            NA          NA
#> 258      NA        NA          NA        NA            NA          NA
#> 259      NA        NA          NA        NA            NA          NA
#> 260      NA        NA          NA        NA            NA          NA
#> 261      NA        NA          NA        NA            NA          NA
#> 262      NA        NA          NA        NA            NA          NA
#> 263      NA        NA          NA        NA            NA          NA
#> 264      NA        NA          NA        NA            NA          NA
#> 265      NA        NA          NA        NA            NA          NA
#> 266      NA        NA          NA        NA            NA          NA
#> 267      NA        NA          NA        NA            NA          NA
#> 268      NA        NA          NA        NA            NA          NA
#> 269      NA        NA          NA        NA            NA          NA
#> 270      NA        NA          NA        NA            NA          NA
#> 271      NA        NA          NA        NA            NA          NA
#> 272      NA        NA          NA        NA            NA          NA
#> 273      NA        NA          NA        NA            NA          NA
#> 274      NA        NA          NA        NA            NA          NA
#> 275      NA        NA          NA        NA            NA          NA
#> 276      NA        NA          NA        NA            NA          NA
#> 277      NA        NA          NA        NA            NA          NA
#> 278      NA        NA          NA        NA            NA          NA
#> 279      NA        NA          NA        NA            NA          NA
#> 280      NA        NA          NA        NA            NA          NA
#> 281      NA        NA          NA        NA            NA          NA
#> 282      NA        NA          NA        NA            NA          NA
#> 283      NA        NA          NA        NA            NA          NA
#> 284      NA        NA          NA        NA            NA          NA
#> 285      NA        NA          NA        NA            NA          NA
#> 286      NA        NA          NA        NA            NA          NA
#> 287      NA        NA          NA        NA            NA          NA
#> 288      NA        NA          NA        NA            NA          NA
#> 289      NA        NA          NA        NA            NA          NA
#> 290      NA        NA          NA        NA            NA          NA
#> 291      NA        NA          NA        NA            NA          NA
#> 292      NA        NA          NA        NA            NA          NA
#> 293      NA        NA          NA        NA            NA          NA
#> 294      NA        NA          NA        NA            NA          NA
#> 295      NA        NA          NA        NA            NA          NA
#> 296      NA        NA          NA        NA            NA          NA
#> 297      NA        NA          NA        NA            NA          NA
#> 298      NA        NA          NA        NA            NA          NA
#> 299      NA        NA          NA        NA            NA          NA
#> 300      NA        NA          NA        NA            NA          NA
#> 301      NA        NA          NA        NA            NA          NA
#> 302      NA        NA          NA        NA            NA          NA
#> 303      NA        NA          NA        NA            NA          NA
#> 304      NA        NA          NA        NA            NA          NA
#> 305      NA        NA          NA        NA            NA          NA
#> 306      NA        NA          NA        NA            NA          NA
#> 307      NA        NA          NA        NA            NA          NA
#> 308      NA        NA          NA        NA            NA          NA
#> 309      NA        NA          NA        NA            NA          NA
#> 310      NA        NA          NA        NA            NA          NA
#> 311      NA        NA          NA        NA            NA          NA
#> 312      NA        NA          NA        NA            NA          NA
#> 313      NA        NA          NA        NA            NA          NA
#> 314      NA        NA          NA        NA            NA          NA
#> 315      NA        NA          NA        NA            NA          NA
#> 316      NA        NA          NA        NA            NA          NA
#> 317      NA        NA          NA        NA            NA          NA
#> 318      NA        NA          NA        NA            NA          NA
#> 319      NA        NA          NA        NA            NA          NA
#> 320      NA        NA          NA        NA            NA          NA
#> 321      NA        NA          NA        NA            NA          NA
#> 322      NA        NA          NA        NA            NA          NA
#> 323      NA        NA          NA        NA            NA          NA
#> 324      NA        NA          NA        NA            NA          NA
#> 325      NA        NA          NA        NA            NA          NA
#> 326      NA        NA          NA        NA            NA          NA
#> 327      NA        NA          NA        NA            NA          NA
#> 328      NA        NA          NA        NA            NA          NA
#> 329      NA        NA          NA        NA            NA          NA
#> 330      NA        NA          NA        NA            NA          NA
#> 331      NA        NA          NA        NA            NA          NA
#> 332      NA        NA          NA        NA            NA          NA
#> 333      NA        NA          NA        NA            NA          NA
#> 334      NA        NA          NA        NA            NA          NA
#> 335      NA        NA          NA        NA            NA          NA
#> 336      NA        NA          NA        NA            NA          NA
#> 337      NA        NA          NA        NA            NA          NA
#> 338      NA        NA          NA        NA            NA          NA
#> 339      NA        NA          NA        NA            NA          NA
#> 340      NA        NA          NA        NA            NA          NA
#> 341      NA        NA          NA        NA            NA          NA
#> 342      NA        NA          NA        NA            NA          NA
#> 343      NA        NA          NA        NA            NA          NA
#> 344      NA        NA          NA        NA            NA          NA
#> 345      NA        NA          NA        NA            NA          NA
#> 346      NA        NA          NA        NA            NA          NA
#> 347      NA        NA          NA        NA            NA          NA
#> 348      NA        NA          NA        NA            NA          NA
#> 349      NA        NA          NA        NA            NA          NA
#> 350      NA        NA          NA        NA            NA          NA
#> 351      NA        NA          NA        NA            NA          NA
#> 352      NA        NA          NA        NA            NA          NA
#> 353      NA        NA          NA        NA            NA          NA
#> 354      NA        NA          NA        NA            NA          NA
#> 355      NA        NA          NA        NA            NA          NA
#> 356      NA        NA          NA        NA            NA          NA
#> 357      NA        NA          NA        NA            NA          NA
#> 358      NA        NA          NA        NA            NA          NA
#> 359      NA        NA          NA        NA            NA          NA
#> 360      NA        NA          NA        NA            NA          NA
#> 361      NA        NA          NA        NA            NA          NA
#> 362      NA        NA          NA        NA            NA          NA
#> 363      NA        NA          NA        NA            NA          NA
#> 364      NA        NA          NA        NA            NA          NA
#> 365      NA        NA          NA        NA            NA          NA
#> 366      NA        NA          NA        NA            NA          NA
#> 367      NA        NA          NA        NA            NA          NA
#> 368      NA        NA          NA        NA            NA          NA
#> 369      NA        NA          NA        NA            NA          NA
#> 370      NA        NA          NA        NA            NA          NA
#> 371      NA        NA          NA        NA            NA          NA
#> 372      NA        NA          NA        NA            NA          NA
#> 373      NA        NA          NA        NA            NA          NA
#> 374      NA        NA          NA        NA            NA          NA
#> 375      NA        NA          NA        NA            NA          NA
#> 376      NA        NA          NA        NA            NA          NA
#> 377      NA        NA          NA        NA            NA          NA
#> 378      NA        NA          NA        NA            NA          NA
#> 379      NA        NA          NA        NA            NA          NA
#> 380      NA        NA          NA        NA            NA          NA
#> 381      NA        NA          NA        NA            NA          NA
#> 382      NA        NA          NA        NA            NA          NA
#> 383      NA        NA          NA        NA            NA          NA
#> 384      NA        NA          NA        NA            NA          NA
#> 385      NA        NA          NA        NA            NA          NA
#> 386      NA        NA          NA        NA            NA          NA
#> 387      NA        NA          NA        NA            NA          NA
#> 388      NA        NA          NA        NA            NA          NA
#> 389      NA        NA          NA        NA            NA          NA
#> 390      NA        NA          NA        NA            NA          NA
#> 391      NA        NA          NA        NA            NA          NA
#> 392      NA        NA          NA        NA            NA          NA
#> 393      NA        NA          NA        NA            NA          NA
#> 394      NA        NA          NA        NA            NA          NA
#> 395      NA        NA          NA        NA            NA          NA
#> 396      NA        NA          NA        NA            NA          NA
#> 397      NA        NA          NA        NA            NA          NA
#> 398      NA        NA          NA        NA            NA          NA
#> 399      NA        NA          NA        NA            NA          NA
#> 400      NA        NA          NA        NA            NA          NA
#> 401      NA        NA          NA        NA            NA          NA
#> 402      NA        NA          NA        NA            NA          NA
#> 403      NA        NA          NA        NA            NA          NA
#> 404      NA        NA          NA        NA            NA          NA
#> 405      NA        NA          NA        NA            NA          NA
#> 406      NA        NA          NA        NA            NA          NA
#> 407      NA        NA          NA        NA            NA          NA
#> 408      NA        NA          NA        NA            NA          NA
#> 409      NA        NA          NA        NA            NA          NA
#> 410      NA        NA          NA        NA            NA          NA
#> 411      NA        NA          NA        NA            NA          NA
#> 412      NA        NA          NA        NA            NA          NA
#> 413      NA        NA          NA        NA            NA          NA
#> 414      NA        NA          NA        NA            NA          NA
#> 415      NA        NA          NA        NA            NA          NA
#> 416      NA        NA          NA        NA            NA          NA
#> 417      NA        NA          NA        NA            NA          NA
#> 418      NA        NA          NA        NA            NA          NA
#> 419      NA        NA          NA        NA            NA          NA
#> 420      NA        NA          NA        NA            NA          NA
#> 421      NA        NA          NA        NA            NA          NA
#> 422      NA        NA          NA        NA            NA          NA
#> 423      NA        NA          NA        NA            NA          NA
#> 424      NA        NA          NA        NA            NA          NA
#> 425      NA        NA          NA        NA            NA          NA
#> 426      NA        NA          NA        NA            NA          NA
#> 427      NA        NA          NA        NA            NA          NA
#> 428      NA        NA          NA        NA            NA          NA
#> 429      53 6251.7673   6377.2954 5432.4988   2033595.511 -4518.88103
#> 430      24 1477.7436   2196.4887 2773.5269     86240.350  1202.50248
#> 431      19  294.8446    655.5807  905.9828     17168.903   256.81705
#> 432      15  611.7164      0.0000    0.0000     21086.000   978.64101
#> 433      10  246.0045    381.9351  429.2043      6678.632   -47.29828
#> 434      19 1326.4614      0.0000    0.0000     57945.000  2493.65434
#> 435      45 2783.4087      0.0000    0.0000    219433.000 -2002.56734
#> 436      19 3812.4591      0.0000    0.0000    150654.000   287.03211
#> 437      41  620.3999   1307.2285 1356.9134     64515.744   241.65814
#> 438      26 2292.5763      0.0000    0.0000    125085.000 -2208.09044
#> 439      34  715.4102   1043.7625  919.4276     40163.499   151.44923
#> 440      16 3087.2976      0.0000    0.0000    140472.000  2151.41245
#> 441      NA        NA          NA        NA            NA          NA
#>          BcoefB BnModel BsigmaHat BseEstimate BseRobust  seRobust seEstimate
#> 1            NA      NA        NA          NA        NA        NA         NA
#> 2            NA      NA        NA          NA        NA        NA         NA
#> 3            NA      NA        NA          NA        NA        NA         NA
#> 4            NA      NA        NA          NA        NA        NA         NA
#> 5            NA      NA        NA          NA        NA        NA         NA
#> 6            NA      NA        NA          NA        NA        NA         NA
#> 7            NA      NA        NA          NA        NA        NA         NA
#> 8            NA      NA        NA          NA        NA        NA         NA
#> 9            NA      NA        NA          NA        NA        NA         NA
#> 10           NA      NA        NA          NA        NA        NA         NA
#> 11           NA      NA        NA          NA        NA        NA         NA
#> 12           NA      NA        NA          NA        NA        NA         NA
#> 13           NA      NA        NA          NA        NA        NA         NA
#> 14           NA      NA        NA          NA        NA        NA         NA
#> 15           NA      NA        NA          NA        NA        NA         NA
#> 16           NA      NA        NA          NA        NA        NA         NA
#> 17           NA      NA        NA          NA        NA        NA         NA
#> 18           NA      NA        NA          NA        NA        NA         NA
#> 19           NA      NA        NA          NA        NA        NA         NA
#> 20           NA      NA        NA          NA        NA        NA         NA
#> 21           NA      NA        NA          NA        NA        NA         NA
#> 22           NA      NA        NA          NA        NA        NA         NA
#> 23           NA      NA        NA          NA        NA        NA         NA
#> 24           NA      NA        NA          NA        NA        NA         NA
#> 25           NA      NA        NA          NA        NA        NA         NA
#> 26           NA      NA        NA          NA        NA        NA         NA
#> 27           NA      NA        NA          NA        NA        NA         NA
#> 28           NA      NA        NA          NA        NA        NA         NA
#> 29           NA      NA        NA          NA        NA        NA         NA
#> 30           NA      NA        NA          NA        NA        NA         NA
#> 31           NA      NA        NA          NA        NA        NA         NA
#> 32           NA      NA        NA          NA        NA        NA         NA
#> 33           NA      NA        NA          NA        NA        NA         NA
#> 34           NA      NA        NA          NA        NA        NA         NA
#> 35           NA      NA        NA          NA        NA        NA         NA
#> 36           NA      NA        NA          NA        NA        NA         NA
#> 37           NA      NA        NA          NA        NA        NA         NA
#> 38           NA      NA        NA          NA        NA        NA         NA
#> 39           NA      NA        NA          NA        NA        NA         NA
#> 40           NA      NA        NA          NA        NA        NA         NA
#> 41           NA      NA        NA          NA        NA        NA         NA
#> 42           NA      NA        NA          NA        NA        NA         NA
#> 43           NA      NA        NA          NA        NA        NA         NA
#> 44           NA      NA        NA          NA        NA        NA         NA
#> 45           NA      NA        NA          NA        NA        NA         NA
#> 46           NA      NA        NA          NA        NA        NA         NA
#> 47           NA      NA        NA          NA        NA        NA         NA
#> 48           NA      NA        NA          NA        NA        NA         NA
#> 49           NA      NA        NA          NA        NA        NA         NA
#> 50           NA      NA        NA          NA        NA        NA         NA
#> 51           NA      NA        NA          NA        NA        NA         NA
#> 52           NA      NA        NA          NA        NA        NA         NA
#> 53           NA      NA        NA          NA        NA        NA         NA
#> 54           NA      NA        NA          NA        NA        NA         NA
#> 55           NA      NA        NA          NA        NA        NA         NA
#> 56           NA      NA        NA          NA        NA        NA         NA
#> 57           NA      NA        NA          NA        NA        NA         NA
#> 58           NA      NA        NA          NA        NA        NA         NA
#> 59           NA      NA        NA          NA        NA        NA         NA
#> 60           NA      NA        NA          NA        NA        NA         NA
#> 61           NA      NA        NA          NA        NA        NA         NA
#> 62           NA      NA        NA          NA        NA        NA         NA
#> 63           NA      NA        NA          NA        NA        NA         NA
#> 64           NA      NA        NA          NA        NA        NA         NA
#> 65           NA      NA        NA          NA        NA        NA         NA
#> 66           NA      NA        NA          NA        NA        NA         NA
#> 67           NA      NA        NA          NA        NA        NA         NA
#> 68           NA      NA        NA          NA        NA        NA         NA
#> 69           NA      NA        NA          NA        NA        NA         NA
#> 70           NA      NA        NA          NA        NA        NA         NA
#> 71           NA      NA        NA          NA        NA        NA         NA
#> 72           NA      NA        NA          NA        NA        NA         NA
#> 73           NA      NA        NA          NA        NA        NA         NA
#> 74           NA      NA        NA          NA        NA        NA         NA
#> 75           NA      NA        NA          NA        NA        NA         NA
#> 76           NA      NA        NA          NA        NA        NA         NA
#> 77           NA      NA        NA          NA        NA        NA         NA
#> 78           NA      NA        NA          NA        NA        NA         NA
#> 79           NA      NA        NA          NA        NA        NA         NA
#> 80           NA      NA        NA          NA        NA        NA         NA
#> 81           NA      NA        NA          NA        NA        NA         NA
#> 82           NA      NA        NA          NA        NA        NA         NA
#> 83           NA      NA        NA          NA        NA        NA         NA
#> 84           NA      NA        NA          NA        NA        NA         NA
#> 85           NA      NA        NA          NA        NA        NA         NA
#> 86           NA      NA        NA          NA        NA        NA         NA
#> 87           NA      NA        NA          NA        NA        NA         NA
#> 88           NA      NA        NA          NA        NA        NA         NA
#> 89           NA      NA        NA          NA        NA        NA         NA
#> 90           NA      NA        NA          NA        NA        NA         NA
#> 91           NA      NA        NA          NA        NA        NA         NA
#> 92           NA      NA        NA          NA        NA        NA         NA
#> 93           NA      NA        NA          NA        NA        NA         NA
#> 94           NA      NA        NA          NA        NA        NA         NA
#> 95           NA      NA        NA          NA        NA        NA         NA
#> 96           NA      NA        NA          NA        NA        NA         NA
#> 97           NA      NA        NA          NA        NA        NA         NA
#> 98           NA      NA        NA          NA        NA        NA         NA
#> 99           NA      NA        NA          NA        NA        NA         NA
#> 100          NA      NA        NA          NA        NA        NA         NA
#> 101          NA      NA        NA          NA        NA        NA         NA
#> 102          NA      NA        NA          NA        NA        NA         NA
#> 103          NA      NA        NA          NA        NA        NA         NA
#> 104          NA      NA        NA          NA        NA        NA         NA
#> 105          NA      NA        NA          NA        NA        NA         NA
#> 106          NA      NA        NA          NA        NA        NA         NA
#> 107          NA      NA        NA          NA        NA        NA         NA
#> 108          NA      NA        NA          NA        NA        NA         NA
#> 109          NA      NA        NA          NA        NA        NA         NA
#> 110          NA      NA        NA          NA        NA        NA         NA
#> 111          NA      NA        NA          NA        NA        NA         NA
#> 112          NA      NA        NA          NA        NA        NA         NA
#> 113          NA      NA        NA          NA        NA        NA         NA
#> 114          NA      NA        NA          NA        NA        NA         NA
#> 115          NA      NA        NA          NA        NA        NA         NA
#> 116          NA      NA        NA          NA        NA        NA         NA
#> 117          NA      NA        NA          NA        NA        NA         NA
#> 118          NA      NA        NA          NA        NA        NA         NA
#> 119          NA      NA        NA          NA        NA        NA         NA
#> 120          NA      NA        NA          NA        NA        NA         NA
#> 121          NA      NA        NA          NA        NA        NA         NA
#> 122          NA      NA        NA          NA        NA        NA         NA
#> 123          NA      NA        NA          NA        NA        NA         NA
#> 124          NA      NA        NA          NA        NA        NA         NA
#> 125          NA      NA        NA          NA        NA        NA         NA
#> 126          NA      NA        NA          NA        NA        NA         NA
#> 127          NA      NA        NA          NA        NA        NA         NA
#> 128          NA      NA        NA          NA        NA        NA         NA
#> 129          NA      NA        NA          NA        NA        NA         NA
#> 130          NA      NA        NA          NA        NA        NA         NA
#> 131          NA      NA        NA          NA        NA        NA         NA
#> 132          NA      NA        NA          NA        NA        NA         NA
#> 133          NA      NA        NA          NA        NA        NA         NA
#> 134          NA      NA        NA          NA        NA        NA         NA
#> 135          NA      NA        NA          NA        NA        NA         NA
#> 136          NA      NA        NA          NA        NA        NA         NA
#> 137          NA      NA        NA          NA        NA        NA         NA
#> 138          NA      NA        NA          NA        NA        NA         NA
#> 139          NA      NA        NA          NA        NA        NA         NA
#> 140          NA      NA        NA          NA        NA        NA         NA
#> 141          NA      NA        NA          NA        NA        NA         NA
#> 142          NA      NA        NA          NA        NA        NA         NA
#> 143          NA      NA        NA          NA        NA        NA         NA
#> 144          NA      NA        NA          NA        NA        NA         NA
#> 145          NA      NA        NA          NA        NA        NA         NA
#> 146          NA      NA        NA          NA        NA        NA         NA
#> 147          NA      NA        NA          NA        NA        NA         NA
#> 148          NA      NA        NA          NA        NA        NA         NA
#> 149          NA      NA        NA          NA        NA        NA         NA
#> 150          NA      NA        NA          NA        NA        NA         NA
#> 151          NA      NA        NA          NA        NA        NA         NA
#> 152          NA      NA        NA          NA        NA        NA         NA
#> 153          NA      NA        NA          NA        NA        NA         NA
#> 154          NA      NA        NA          NA        NA        NA         NA
#> 155          NA      NA        NA          NA        NA        NA         NA
#> 156          NA      NA        NA          NA        NA        NA         NA
#> 157          NA      NA        NA          NA        NA        NA         NA
#> 158          NA      NA        NA          NA        NA        NA         NA
#> 159          NA      NA        NA          NA        NA        NA         NA
#> 160          NA      NA        NA          NA        NA        NA         NA
#> 161          NA      NA        NA          NA        NA        NA         NA
#> 162          NA      NA        NA          NA        NA        NA         NA
#> 163          NA      NA        NA          NA        NA        NA         NA
#> 164          NA      NA        NA          NA        NA        NA         NA
#> 165          NA      NA        NA          NA        NA        NA         NA
#> 166          NA      NA        NA          NA        NA        NA         NA
#> 167          NA      NA        NA          NA        NA        NA         NA
#> 168          NA      NA        NA          NA        NA        NA         NA
#> 169          NA      NA        NA          NA        NA        NA         NA
#> 170          NA      NA        NA          NA        NA        NA         NA
#> 171          NA      NA        NA          NA        NA        NA         NA
#> 172          NA      NA        NA          NA        NA        NA         NA
#> 173          NA      NA        NA          NA        NA        NA         NA
#> 174          NA      NA        NA          NA        NA        NA         NA
#> 175          NA      NA        NA          NA        NA        NA         NA
#> 176          NA      NA        NA          NA        NA        NA         NA
#> 177          NA      NA        NA          NA        NA        NA         NA
#> 178          NA      NA        NA          NA        NA        NA         NA
#> 179          NA      NA        NA          NA        NA        NA         NA
#> 180          NA      NA        NA          NA        NA        NA         NA
#> 181          NA      NA        NA          NA        NA        NA         NA
#> 182          NA      NA        NA          NA        NA        NA         NA
#> 183          NA      NA        NA          NA        NA        NA         NA
#> 184          NA      NA        NA          NA        NA        NA         NA
#> 185          NA      NA        NA          NA        NA        NA         NA
#> 186          NA      NA        NA          NA        NA        NA         NA
#> 187          NA      NA        NA          NA        NA        NA         NA
#> 188          NA      NA        NA          NA        NA        NA         NA
#> 189          NA      NA        NA          NA        NA        NA         NA
#> 190          NA      NA        NA          NA        NA        NA         NA
#> 191          NA      NA        NA          NA        NA        NA         NA
#> 192          NA      NA        NA          NA        NA        NA         NA
#> 193          NA      NA        NA          NA        NA        NA         NA
#> 194          NA      NA        NA          NA        NA        NA         NA
#> 195          NA      NA        NA          NA        NA        NA         NA
#> 196          NA      NA        NA          NA        NA        NA         NA
#> 197          NA      NA        NA          NA        NA        NA         NA
#> 198          NA      NA        NA          NA        NA        NA         NA
#> 199          NA      NA        NA          NA        NA        NA         NA
#> 200          NA      NA        NA          NA        NA        NA         NA
#> 201          NA      NA        NA          NA        NA        NA         NA
#> 202          NA      NA        NA          NA        NA        NA         NA
#> 203          NA      NA        NA          NA        NA        NA         NA
#> 204          NA      NA        NA          NA        NA        NA         NA
#> 205          NA      NA        NA          NA        NA        NA         NA
#> 206          NA      NA        NA          NA        NA        NA         NA
#> 207          NA      NA        NA          NA        NA        NA         NA
#> 208          NA      NA        NA          NA        NA        NA         NA
#> 209          NA      NA        NA          NA        NA        NA         NA
#> 210          NA      NA        NA          NA        NA        NA         NA
#> 211          NA      NA        NA          NA        NA        NA         NA
#> 212          NA      NA        NA          NA        NA        NA         NA
#> 213          NA      NA        NA          NA        NA        NA         NA
#> 214          NA      NA        NA          NA        NA        NA         NA
#> 215          NA      NA        NA          NA        NA        NA         NA
#> 216          NA      NA        NA          NA        NA        NA         NA
#> 217          NA      NA        NA          NA        NA        NA         NA
#> 218          NA      NA        NA          NA        NA        NA         NA
#> 219          NA      NA        NA          NA        NA        NA         NA
#> 220          NA      NA        NA          NA        NA        NA         NA
#> 221          NA      NA        NA          NA        NA        NA         NA
#> 222          NA      NA        NA          NA        NA        NA         NA
#> 223          NA      NA        NA          NA        NA        NA         NA
#> 224          NA      NA        NA          NA        NA        NA         NA
#> 225          NA      NA        NA          NA        NA        NA         NA
#> 226          NA      NA        NA          NA        NA        NA         NA
#> 227          NA      NA        NA          NA        NA        NA         NA
#> 228          NA      NA        NA          NA        NA        NA         NA
#> 229          NA      NA        NA          NA        NA        NA         NA
#> 230          NA      NA        NA          NA        NA        NA         NA
#> 231          NA      NA        NA          NA        NA        NA         NA
#> 232          NA      NA        NA          NA        NA        NA         NA
#> 233          NA      NA        NA          NA        NA        NA         NA
#> 234          NA      NA        NA          NA        NA        NA         NA
#> 235          NA      NA        NA          NA        NA        NA         NA
#> 236          NA      NA        NA          NA        NA        NA         NA
#> 237          NA      NA        NA          NA        NA        NA         NA
#> 238          NA      NA        NA          NA        NA        NA         NA
#> 239          NA      NA        NA          NA        NA        NA         NA
#> 240          NA      NA        NA          NA        NA        NA         NA
#> 241          NA      NA        NA          NA        NA        NA         NA
#> 242          NA      NA        NA          NA        NA        NA         NA
#> 243          NA      NA        NA          NA        NA        NA         NA
#> 244          NA      NA        NA          NA        NA        NA         NA
#> 245          NA      NA        NA          NA        NA        NA         NA
#> 246          NA      NA        NA          NA        NA        NA         NA
#> 247          NA      NA        NA          NA        NA        NA         NA
#> 248          NA      NA        NA          NA        NA        NA         NA
#> 249          NA      NA        NA          NA        NA        NA         NA
#> 250          NA      NA        NA          NA        NA        NA         NA
#> 251          NA      NA        NA          NA        NA        NA         NA
#> 252          NA      NA        NA          NA        NA        NA         NA
#> 253          NA      NA        NA          NA        NA        NA         NA
#> 254          NA      NA        NA          NA        NA        NA         NA
#> 255          NA      NA        NA          NA        NA        NA         NA
#> 256          NA      NA        NA          NA        NA        NA         NA
#> 257          NA      NA        NA          NA        NA        NA         NA
#> 258          NA      NA        NA          NA        NA        NA         NA
#> 259          NA      NA        NA          NA        NA        NA         NA
#> 260          NA      NA        NA          NA        NA        NA         NA
#> 261          NA      NA        NA          NA        NA        NA         NA
#> 262          NA      NA        NA          NA        NA        NA         NA
#> 263          NA      NA        NA          NA        NA        NA         NA
#> 264          NA      NA        NA          NA        NA        NA         NA
#> 265          NA      NA        NA          NA        NA        NA         NA
#> 266          NA      NA        NA          NA        NA        NA         NA
#> 267          NA      NA        NA          NA        NA        NA         NA
#> 268          NA      NA        NA          NA        NA        NA         NA
#> 269          NA      NA        NA          NA        NA        NA         NA
#> 270          NA      NA        NA          NA        NA        NA         NA
#> 271          NA      NA        NA          NA        NA        NA         NA
#> 272          NA      NA        NA          NA        NA        NA         NA
#> 273          NA      NA        NA          NA        NA        NA         NA
#> 274          NA      NA        NA          NA        NA        NA         NA
#> 275          NA      NA        NA          NA        NA        NA         NA
#> 276          NA      NA        NA          NA        NA        NA         NA
#> 277          NA      NA        NA          NA        NA        NA         NA
#> 278          NA      NA        NA          NA        NA        NA         NA
#> 279          NA      NA        NA          NA        NA        NA         NA
#> 280          NA      NA        NA          NA        NA        NA         NA
#> 281          NA      NA        NA          NA        NA        NA         NA
#> 282          NA      NA        NA          NA        NA        NA         NA
#> 283          NA      NA        NA          NA        NA        NA         NA
#> 284          NA      NA        NA          NA        NA        NA         NA
#> 285          NA      NA        NA          NA        NA        NA         NA
#> 286          NA      NA        NA          NA        NA        NA         NA
#> 287          NA      NA        NA          NA        NA        NA         NA
#> 288          NA      NA        NA          NA        NA        NA         NA
#> 289          NA      NA        NA          NA        NA        NA         NA
#> 290          NA      NA        NA          NA        NA        NA         NA
#> 291          NA      NA        NA          NA        NA        NA         NA
#> 292          NA      NA        NA          NA        NA        NA         NA
#> 293          NA      NA        NA          NA        NA        NA         NA
#> 294          NA      NA        NA          NA        NA        NA         NA
#> 295          NA      NA        NA          NA        NA        NA         NA
#> 296          NA      NA        NA          NA        NA        NA         NA
#> 297          NA      NA        NA          NA        NA        NA         NA
#> 298          NA      NA        NA          NA        NA        NA         NA
#> 299          NA      NA        NA          NA        NA        NA         NA
#> 300          NA      NA        NA          NA        NA        NA         NA
#> 301          NA      NA        NA          NA        NA        NA         NA
#> 302          NA      NA        NA          NA        NA        NA         NA
#> 303          NA      NA        NA          NA        NA        NA         NA
#> 304          NA      NA        NA          NA        NA        NA         NA
#> 305          NA      NA        NA          NA        NA        NA         NA
#> 306          NA      NA        NA          NA        NA        NA         NA
#> 307          NA      NA        NA          NA        NA        NA         NA
#> 308          NA      NA        NA          NA        NA        NA         NA
#> 309          NA      NA        NA          NA        NA        NA         NA
#> 310          NA      NA        NA          NA        NA        NA         NA
#> 311          NA      NA        NA          NA        NA        NA         NA
#> 312          NA      NA        NA          NA        NA        NA         NA
#> 313          NA      NA        NA          NA        NA        NA         NA
#> 314          NA      NA        NA          NA        NA        NA         NA
#> 315          NA      NA        NA          NA        NA        NA         NA
#> 316          NA      NA        NA          NA        NA        NA         NA
#> 317          NA      NA        NA          NA        NA        NA         NA
#> 318          NA      NA        NA          NA        NA        NA         NA
#> 319          NA      NA        NA          NA        NA        NA         NA
#> 320          NA      NA        NA          NA        NA        NA         NA
#> 321          NA      NA        NA          NA        NA        NA         NA
#> 322          NA      NA        NA          NA        NA        NA         NA
#> 323          NA      NA        NA          NA        NA        NA         NA
#> 324          NA      NA        NA          NA        NA        NA         NA
#> 325          NA      NA        NA          NA        NA        NA         NA
#> 326          NA      NA        NA          NA        NA        NA         NA
#> 327          NA      NA        NA          NA        NA        NA         NA
#> 328          NA      NA        NA          NA        NA        NA         NA
#> 329          NA      NA        NA          NA        NA        NA         NA
#> 330          NA      NA        NA          NA        NA        NA         NA
#> 331          NA      NA        NA          NA        NA        NA         NA
#> 332          NA      NA        NA          NA        NA        NA         NA
#> 333          NA      NA        NA          NA        NA        NA         NA
#> 334          NA      NA        NA          NA        NA        NA         NA
#> 335          NA      NA        NA          NA        NA        NA         NA
#> 336          NA      NA        NA          NA        NA        NA         NA
#> 337          NA      NA        NA          NA        NA        NA         NA
#> 338          NA      NA        NA          NA        NA        NA         NA
#> 339          NA      NA        NA          NA        NA        NA         NA
#> 340          NA      NA        NA          NA        NA        NA         NA
#> 341          NA      NA        NA          NA        NA        NA         NA
#> 342          NA      NA        NA          NA        NA        NA         NA
#> 343          NA      NA        NA          NA        NA        NA         NA
#> 344          NA      NA        NA          NA        NA        NA         NA
#> 345          NA      NA        NA          NA        NA        NA         NA
#> 346          NA      NA        NA          NA        NA        NA         NA
#> 347          NA      NA        NA          NA        NA        NA         NA
#> 348          NA      NA        NA          NA        NA        NA         NA
#> 349          NA      NA        NA          NA        NA        NA         NA
#> 350          NA      NA        NA          NA        NA        NA         NA
#> 351          NA      NA        NA          NA        NA        NA         NA
#> 352          NA      NA        NA          NA        NA        NA         NA
#> 353          NA      NA        NA          NA        NA        NA         NA
#> 354          NA      NA        NA          NA        NA        NA         NA
#> 355          NA      NA        NA          NA        NA        NA         NA
#> 356          NA      NA        NA          NA        NA        NA         NA
#> 357          NA      NA        NA          NA        NA        NA         NA
#> 358          NA      NA        NA          NA        NA        NA         NA
#> 359          NA      NA        NA          NA        NA        NA         NA
#> 360          NA      NA        NA          NA        NA        NA         NA
#> 361          NA      NA        NA          NA        NA        NA         NA
#> 362          NA      NA        NA          NA        NA        NA         NA
#> 363          NA      NA        NA          NA        NA        NA         NA
#> 364          NA      NA        NA          NA        NA        NA         NA
#> 365          NA      NA        NA          NA        NA        NA         NA
#> 366          NA      NA        NA          NA        NA        NA         NA
#> 367          NA      NA        NA          NA        NA        NA         NA
#> 368          NA      NA        NA          NA        NA        NA         NA
#> 369          NA      NA        NA          NA        NA        NA         NA
#> 370          NA      NA        NA          NA        NA        NA         NA
#> 371          NA      NA        NA          NA        NA        NA         NA
#> 372          NA      NA        NA          NA        NA        NA         NA
#> 373          NA      NA        NA          NA        NA        NA         NA
#> 374          NA      NA        NA          NA        NA        NA         NA
#> 375          NA      NA        NA          NA        NA        NA         NA
#> 376          NA      NA        NA          NA        NA        NA         NA
#> 377          NA      NA        NA          NA        NA        NA         NA
#> 378          NA      NA        NA          NA        NA        NA         NA
#> 379          NA      NA        NA          NA        NA        NA         NA
#> 380          NA      NA        NA          NA        NA        NA         NA
#> 381          NA      NA        NA          NA        NA        NA         NA
#> 382          NA      NA        NA          NA        NA        NA         NA
#> 383          NA      NA        NA          NA        NA        NA         NA
#> 384          NA      NA        NA          NA        NA        NA         NA
#> 385          NA      NA        NA          NA        NA        NA         NA
#> 386          NA      NA        NA          NA        NA        NA         NA
#> 387          NA      NA        NA          NA        NA        NA         NA
#> 388          NA      NA        NA          NA        NA        NA         NA
#> 389          NA      NA        NA          NA        NA        NA         NA
#> 390          NA      NA        NA          NA        NA        NA         NA
#> 391          NA      NA        NA          NA        NA        NA         NA
#> 392          NA      NA        NA          NA        NA        NA         NA
#> 393          NA      NA        NA          NA        NA        NA         NA
#> 394          NA      NA        NA          NA        NA        NA         NA
#> 395          NA      NA        NA          NA        NA        NA         NA
#> 396          NA      NA        NA          NA        NA        NA         NA
#> 397          NA      NA        NA          NA        NA        NA         NA
#> 398          NA      NA        NA          NA        NA        NA         NA
#> 399          NA      NA        NA          NA        NA        NA         NA
#> 400          NA      NA        NA          NA        NA        NA         NA
#> 401          NA      NA        NA          NA        NA        NA         NA
#> 402          NA      NA        NA          NA        NA        NA         NA
#> 403          NA      NA        NA          NA        NA        NA         NA
#> 404          NA      NA        NA          NA        NA        NA         NA
#> 405          NA      NA        NA          NA        NA        NA         NA
#> 406          NA      NA        NA          NA        NA        NA         NA
#> 407          NA      NA        NA          NA        NA        NA         NA
#> 408          NA      NA        NA          NA        NA        NA         NA
#> 409          NA      NA        NA          NA        NA        NA         NA
#> 410          NA      NA        NA          NA        NA        NA         NA
#> 411          NA      NA        NA          NA        NA        NA         NA
#> 412          NA      NA        NA          NA        NA        NA         NA
#> 413          NA      NA        NA          NA        NA        NA         NA
#> 414          NA      NA        NA          NA        NA        NA         NA
#> 415          NA      NA        NA          NA        NA        NA         NA
#> 416          NA      NA        NA          NA        NA        NA         NA
#> 417          NA      NA        NA          NA        NA        NA         NA
#> 418          NA      NA        NA          NA        NA        NA         NA
#> 419          NA      NA        NA          NA        NA        NA         NA
#> 420          NA      NA        NA          NA        NA        NA         NA
#> 421          NA      NA        NA          NA        NA        NA         NA
#> 422          NA      NA        NA          NA        NA        NA         NA
#> 423          NA      NA        NA          NA        NA        NA         NA
#> 424          NA      NA        NA          NA        NA        NA         NA
#> 425          NA      NA        NA          NA        NA        NA         NA
#> 426          NA      NA        NA          NA        NA        NA         NA
#> 427          NA      NA        NA          NA        NA        NA         NA
#> 428          NA      NA        NA          NA        NA        NA         NA
#> 429  0.70588517      58 8130.6633      0.0000     0.000 5432.4988  6377.2954
#> 430  0.18307262      29 1524.3632   1588.4897  1493.202 3149.9372  2710.6941
#> 431  0.09434425      32  494.8233    944.5672  1172.830 1482.0037  1149.7797
#> 432 -0.02861212      20  952.8485      0.0000     0.000    0.0000     0.0000
#> 433  0.30508825      12  355.7871      0.0000     0.000  429.2043   381.9351
#> 434 -0.03470824      19 1341.0091      0.0000     0.000    0.0000     0.0000
#> 435  0.74011910      52 2974.9111      0.0000     0.000    0.0000     0.0000
#> 436  0.42372035      22 3760.1749      0.0000     0.000    0.0000     0.0000
#> 437  0.22951779      52  865.7626   1247.8716  1267.261 1856.6539  1807.2160
#> 438  0.51565781      30 2944.0026      0.0000     0.000    0.0000     0.0000
#> 439  0.38072489      38  643.1724   1361.4486  1661.587 1899.0042  1715.5123
#> 440  0.51799089      18 4210.4138      0.0000     0.000    0.0000     0.0000
#> 441          NA      NA        NA          NA        NA        NA         NA
#>            cv
#> 1          NA
#> 2          NA
#> 3          NA
#> 4          NA
#> 5          NA
#> 6          NA
#> 7          NA
#> 8          NA
#> 9          NA
#> 10         NA
#> 11         NA
#> 12         NA
#> 13         NA
#> 14         NA
#> 15         NA
#> 16         NA
#> 17         NA
#> 18         NA
#> 19         NA
#> 20         NA
#> 21         NA
#> 22         NA
#> 23         NA
#> 24         NA
#> 25         NA
#> 26         NA
#> 27         NA
#> 28         NA
#> 29         NA
#> 30         NA
#> 31         NA
#> 32         NA
#> 33         NA
#> 34         NA
#> 35         NA
#> 36         NA
#> 37         NA
#> 38         NA
#> 39         NA
#> 40         NA
#> 41         NA
#> 42         NA
#> 43         NA
#> 44         NA
#> 45         NA
#> 46         NA
#> 47         NA
#> 48         NA
#> 49         NA
#> 50         NA
#> 51         NA
#> 52         NA
#> 53         NA
#> 54         NA
#> 55         NA
#> 56         NA
#> 57         NA
#> 58         NA
#> 59         NA
#> 60         NA
#> 61         NA
#> 62         NA
#> 63         NA
#> 64         NA
#> 65         NA
#> 66         NA
#> 67         NA
#> 68         NA
#> 69         NA
#> 70         NA
#> 71         NA
#> 72         NA
#> 73         NA
#> 74         NA
#> 75         NA
#> 76         NA
#> 77         NA
#> 78         NA
#> 79         NA
#> 80         NA
#> 81         NA
#> 82         NA
#> 83         NA
#> 84         NA
#> 85         NA
#> 86         NA
#> 87         NA
#> 88         NA
#> 89         NA
#> 90         NA
#> 91         NA
#> 92         NA
#> 93         NA
#> 94         NA
#> 95         NA
#> 96         NA
#> 97         NA
#> 98         NA
#> 99         NA
#> 100        NA
#> 101        NA
#> 102        NA
#> 103        NA
#> 104        NA
#> 105        NA
#> 106        NA
#> 107        NA
#> 108        NA
#> 109        NA
#> 110        NA
#> 111        NA
#> 112        NA
#> 113        NA
#> 114        NA
#> 115        NA
#> 116        NA
#> 117        NA
#> 118        NA
#> 119        NA
#> 120        NA
#> 121        NA
#> 122        NA
#> 123        NA
#> 124        NA
#> 125        NA
#> 126        NA
#> 127        NA
#> 128        NA
#> 129        NA
#> 130        NA
#> 131        NA
#> 132        NA
#> 133        NA
#> 134        NA
#> 135        NA
#> 136        NA
#> 137        NA
#> 138        NA
#> 139        NA
#> 140        NA
#> 141        NA
#> 142        NA
#> 143        NA
#> 144        NA
#> 145        NA
#> 146        NA
#> 147        NA
#> 148        NA
#> 149        NA
#> 150        NA
#> 151        NA
#> 152        NA
#> 153        NA
#> 154        NA
#> 155        NA
#> 156        NA
#> 157        NA
#> 158        NA
#> 159        NA
#> 160        NA
#> 161        NA
#> 162        NA
#> 163        NA
#> 164        NA
#> 165        NA
#> 166        NA
#> 167        NA
#> 168        NA
#> 169        NA
#> 170        NA
#> 171        NA
#> 172        NA
#> 173        NA
#> 174        NA
#> 175        NA
#> 176        NA
#> 177        NA
#> 178        NA
#> 179        NA
#> 180        NA
#> 181        NA
#> 182        NA
#> 183        NA
#> 184        NA
#> 185        NA
#> 186        NA
#> 187        NA
#> 188        NA
#> 189        NA
#> 190        NA
#> 191        NA
#> 192        NA
#> 193        NA
#> 194        NA
#> 195        NA
#> 196        NA
#> 197        NA
#> 198        NA
#> 199        NA
#> 200        NA
#> 201        NA
#> 202        NA
#> 203        NA
#> 204        NA
#> 205        NA
#> 206        NA
#> 207        NA
#> 208        NA
#> 209        NA
#> 210        NA
#> 211        NA
#> 212        NA
#> 213        NA
#> 214        NA
#> 215        NA
#> 216        NA
#> 217        NA
#> 218        NA
#> 219        NA
#> 220        NA
#> 221        NA
#> 222        NA
#> 223        NA
#> 224        NA
#> 225        NA
#> 226        NA
#> 227        NA
#> 228        NA
#> 229        NA
#> 230        NA
#> 231        NA
#> 232        NA
#> 233        NA
#> 234        NA
#> 235        NA
#> 236        NA
#> 237        NA
#> 238        NA
#> 239        NA
#> 240        NA
#> 241        NA
#> 242        NA
#> 243        NA
#> 244        NA
#> 245        NA
#> 246        NA
#> 247        NA
#> 248        NA
#> 249        NA
#> 250        NA
#> 251        NA
#> 252        NA
#> 253        NA
#> 254        NA
#> 255        NA
#> 256        NA
#> 257        NA
#> 258        NA
#> 259        NA
#> 260        NA
#> 261        NA
#> 262        NA
#> 263        NA
#> 264        NA
#> 265        NA
#> 266        NA
#> 267        NA
#> 268        NA
#> 269        NA
#> 270        NA
#> 271        NA
#> 272        NA
#> 273        NA
#> 274        NA
#> 275        NA
#> 276        NA
#> 277        NA
#> 278        NA
#> 279        NA
#> 280        NA
#> 281        NA
#> 282        NA
#> 283        NA
#> 284        NA
#> 285        NA
#> 286        NA
#> 287        NA
#> 288        NA
#> 289        NA
#> 290        NA
#> 291        NA
#> 292        NA
#> 293        NA
#> 294        NA
#> 295        NA
#> 296        NA
#> 297        NA
#> 298        NA
#> 299        NA
#> 300        NA
#> 301        NA
#> 302        NA
#> 303        NA
#> 304        NA
#> 305        NA
#> 306        NA
#> 307        NA
#> 308        NA
#> 309        NA
#> 310        NA
#> 311        NA
#> 312        NA
#> 313        NA
#> 314        NA
#> 315        NA
#> 316        NA
#> 317        NA
#> 318        NA
#> 319        NA
#> 320        NA
#> 321        NA
#> 322        NA
#> 323        NA
#> 324        NA
#> 325        NA
#> 326        NA
#> 327        NA
#> 328        NA
#> 329        NA
#> 330        NA
#> 331        NA
#> 332        NA
#> 333        NA
#> 334        NA
#> 335        NA
#> 336        NA
#> 337        NA
#> 338        NA
#> 339        NA
#> 340        NA
#> 341        NA
#> 342        NA
#> 343        NA
#> 344        NA
#> 345        NA
#> 346        NA
#> 347        NA
#> 348        NA
#> 349        NA
#> 350        NA
#> 351        NA
#> 352        NA
#> 353        NA
#> 354        NA
#> 355        NA
#> 356        NA
#> 357        NA
#> 358        NA
#> 359        NA
#> 360        NA
#> 361        NA
#> 362        NA
#> 363        NA
#> 364        NA
#> 365        NA
#> 366        NA
#> 367        NA
#> 368        NA
#> 369        NA
#> 370        NA
#> 371        NA
#> 372        NA
#> 373        NA
#> 374        NA
#> 375        NA
#> 376        NA
#> 377        NA
#> 378        NA
#> 379        NA
#> 380        NA
#> 381        NA
#> 382        NA
#> 383        NA
#> 384        NA
#> 385        NA
#> 386        NA
#> 387        NA
#> 388        NA
#> 389        NA
#> 390        NA
#> 391        NA
#> 392        NA
#> 393        NA
#> 394        NA
#> 395        NA
#> 396        NA
#> 397        NA
#> 398        NA
#> 399        NA
#> 400        NA
#> 401        NA
#> 402        NA
#> 403        NA
#> 404        NA
#> 405        NA
#> 406        NA
#> 407        NA
#> 408        NA
#> 409        NA
#> 410        NA
#> 411        NA
#> 412        NA
#> 413        NA
#> 414        NA
#> 415        NA
#> 416        NA
#> 417        NA
#> 418        NA
#> 419        NA
#> 420        NA
#> 421        NA
#> 422        NA
#> 423        NA
#> 424        NA
#> 425        NA
#> 426        NA
#> 427        NA
#> 428        NA
#> 429 0.3135970
#> 430 3.0856771
#> 431 6.2349153
#> 432 0.0000000
#> 433 5.7187630
#> 434 0.0000000
#> 435 0.0000000
#> 436 0.0000000
#> 437 2.7185239
#> 438 0.0000000
#> 439 3.9440994
#> 440 0.0000000
#> 441 0.2511731
ImputeRegression2TallSmall(w, strataName = names(w)[2])
#>        ID      estimate nImputed        cv
#> 1     101    2792.00000        0        NA
#> 2     104   11319.00000        0        NA
#> 3     105   32854.00000        0        NA
#> 4     106   42362.00000        0        NA
#> 5     111    3278.00000        0        NA
#> 6     118     853.00000        0        NA
#> 7     119    1531.00000        0        NA
#> 8     121     103.00000        0        NA
#> 9     122    2226.00000        0        NA
#> 10    123    2512.00000        0        NA
#> 11    124    6721.00000        0        NA
#> 12    125   10538.00000        0        NA
#> 13    127       0.00000        0        NA
#> 14    128     474.00000        0        NA
#> 15    135    1507.00000        0        NA
#> 16    136    5491.00000        0        NA
#> 17    137     331.00000        0        NA
#> 18    138     811.00000        0        NA
#> 19    211    9867.00000        0        NA
#> 20    213   22914.00000        0        NA
#> 21    214    9635.00000        0        NA
#> 22    215    7751.00000        0        NA
#> 23    216   10648.00000        0        NA
#> 24    217   14146.00000        0        NA
#> 25    219   97383.00000        0        NA
#> 26    220   53067.00000        0        NA
#> 27    221       0.00000        0        NA
#> 28    226    4400.00000        0        NA
#> 29    227    1353.00000        0        NA
#> 30    228   11010.00000        0        NA
#> 31    229    2809.00000        0        NA
#> 32    230   23871.00000        0        NA
#> 33    231   41227.00000        0        NA
#> 34    233    9878.00000        0        NA
#> 35    234     400.00000        0        NA
#> 36    235   23717.00000        0        NA
#> 37    236     112.00000        0        NA
#> 38    237   13445.00000        0        NA
#> 39    238    4830.00000        0        NA
#> 40    239    1245.00000        0        NA
#> 41    301  455113.00000        0        NA
#> 42    402   10354.00000        0        NA
#> 43    403   23153.00000        0        NA
#> 44    412    7146.00000        0        NA
#> 45    415    3649.00000        0        NA
#> 46    417     616.00000        0        NA
#> 47    418    2657.00000        0        NA
#> 48    419    2904.00000        0        NA
#> 49    420    1440.00000        0        NA
#> 50    423    1537.00000        0        NA
#> 51    425    1500.00000        0        NA
#> 52    426     801.57418        1        NA
#> 53    427    7919.00000        0        NA
#> 54    428      10.00000        0        NA
#> 55    429       0.00000        0        NA
#> 56    430     309.00000        0        NA
#> 57    432     742.00000        0        NA
#> 58    434     409.00000        0        NA
#> 59    436     569.00000        0        NA
#> 60    437    1909.00000        0        NA
#> 61    438     830.00000        0        NA
#> 62    439       0.00000        0        NA
#> 63    441    1828.00000        0        NA
#> 64    501   20635.00000        0        NA
#> 65    502    7666.00000        0        NA
#> 66    511    1256.00000        0        NA
#> 67    512     742.00000        0        NA
#> 68    513    3199.00000        0        NA
#> 69    514    1598.41840        1        NA
#> 70    515    1721.00000        0        NA
#> 71    516    7149.00000        0        NA
#> 72    517    4099.00000        0        NA
#> 73    519       0.00000        0        NA
#> 74    520    1576.00000        0        NA
#> 75    521    1535.00000        0        NA
#> 76    522    5721.00000        0        NA
#> 77    528     824.00000        0        NA
#> 78    529    1803.00000        0        NA
#> 79    532    3715.00000        0        NA
#> 80    533    1433.00000        0        NA
#> 81    534    3384.00000        0        NA
#> 82    536    1961.00000        0        NA
#> 83    538     445.00000        0        NA
#> 84    540       0.00000        0        NA
#> 85    541    1097.00000        0        NA
#> 86    542    5303.00000        0        NA
#> 87    543     801.00000        0        NA
#> 88    544       0.00000        0        NA
#> 89    545     140.00000        0        NA
#> 90    602   56116.00000        0        NA
#> 91    604       0.00000        0        NA
#> 92    605   15997.00000        0        NA
#> 93    612    2624.00000        0        NA
#> 94    615    1145.00000        0        NA
#> 95    616    1726.00000        0        NA
#> 96    617    2957.00000        0        NA
#> 97    618    1291.00000        0        NA
#> 98    619     690.00000        0        NA
#> 99    620    1208.00000        0        NA
#> 100   621     106.00000        0        NA
#> 101   622     260.00000        0        NA
#> 102   623    3835.00000        0        NA
#> 103   624    7781.00000        0        NA
#> 104   625    5406.00000        0        NA
#> 105   626   20942.00000        0        NA
#> 106   627    4783.00000        0        NA
#> 107   628      16.00000        0        NA
#> 108   631    1216.00000        0        NA
#> 109   632     304.00000        0        NA
#> 110   633    1873.00000        0        NA
#> 111   701    2934.00000        0        NA
#> 112   702    2043.00000        0        NA
#> 113   704   29885.00000        0        NA
#> 114   706   20503.00000        0        NA
#> 115   709   14068.00000        0        NA
#> 116   711     781.00000        0        NA
#> 117   713    2501.00000        0        NA
#> 118   714    2201.00000        0        NA
#> 119   716    3876.00000        0        NA
#> 120   719    1232.00000        0        NA
#> 121   720    2907.00000        0        NA
#> 122   722    7164.00000        0        NA
#> 123   723    1143.00000        0        NA
#> 124   728       0.00000        0        NA
#> 125   805   12781.00000        0        NA
#> 126   806   72675.00000        0        NA
#> 127   807    9812.00000        0        NA
#> 128   811     106.00000        0        NA
#> 129   814    6103.00000        0        NA
#> 130   815    4926.00000        0        NA
#> 131   817    1600.00000        0        NA
#> 132   819    2033.00000        0        NA
#> 133   821     265.00000        0        NA
#> 134   822     447.00000        0        NA
#> 135   826    3801.00000        0        NA
#> 136   827       0.00000        0        NA
#> 137   828    1015.00000        0        NA
#> 138   829    2806.00000        0        NA
#> 139   830     377.00000        0        NA
#> 140   831    1587.00000        0        NA
#> 141   833    2287.00000        0        NA
#> 142   834       0.00000        0        NA
#> 143   901    2037.00000        0        NA
#> 144   904    8696.00000        0        NA
#> 145   906   23978.00000        0        NA
#> 146   911       0.00000        0        NA
#> 147   912    2438.00000        0        NA
#> 148   914     370.00000        0        NA
#> 149   919   11348.00000        0        NA
#> 150   926    4156.00000        0        NA
#> 151   928     387.00000        0        NA
#> 152   929    1072.00000        0        NA
#> 153   935     903.16607        1        NA
#> 154   937    1088.00000        0        NA
#> 155   938     784.00000        0        NA
#> 156   940    3053.00000        0        NA
#> 157   941    4103.00000        0        NA
#> 158  1001   78937.00000        0        NA
#> 159  1002   14448.00000        0        NA
#> 160  1003   11708.00000        0        NA
#> 161  1004    6981.00000        0        NA
#> 162  1014    6404.00000        0        NA
#> 163  1017    3191.00000        0        NA
#> 164  1018    1007.00000        0        NA
#> 165  1021    1879.00000        0        NA
#> 166  1026     696.00000        0        NA
#> 167  1027     455.00000        0        NA
#> 168  1029    1512.00000        0        NA
#> 169  1032    8749.00000        0        NA
#> 170  1034      45.00000        0        NA
#> 171  1037     863.00000        0        NA
#> 172  1046     739.00000        0        NA
#> 173  1101    5848.00000        0        NA
#> 174  1102   47888.00000        0        NA
#> 175  1103  138672.00000        0        NA
#> 176  1106   28370.00000        0        NA
#> 177  1111       0.00000        0        NA
#> 178  1112    5084.00000        0        NA
#> 179  1114     566.00000        0        NA
#> 180  1119       0.00000        0        NA
#> 181  1120    7220.00000        0        NA
#> 182  1121    6665.00000        0        NA
#> 183  1122    5484.00000        0        NA
#> 184  1124   22687.00000        0        NA
#> 185  1127   11144.00000        0        NA
#> 186  1129    1386.00000        0        NA
#> 187  1130    2357.00000        0        NA
#> 188  1133    2196.00000        0        NA
#> 189  1134    4214.00000        0        NA
#> 190  1135    7117.00000        0        NA
#> 191  1141       0.00000        0        NA
#> 192  1142    1491.00000        0        NA
#> 193  1144     178.00000        0        NA
#> 194  1145      15.00000        0        NA
#> 195  1146    5125.00000        0        NA
#> 196  1149   13044.00000        0        NA
#> 197  1151     563.00000        0        NA
#> 198  1160    2689.00000        0        NA
#> 199  1201  205308.00000        0        NA
#> 200  1211     674.00000        0        NA
#> 201  1216    1531.00000        0        NA
#> 202  1219     262.00000        0        NA
#> 203  1221    6421.00000        0        NA
#> 204  1222       0.00000        0        NA
#> 205  1223     169.00000        0        NA
#> 206  1224     829.00000        0        NA
#> 207  1227       0.00000        0        NA
#> 208  1228    6358.00000        0        NA
#> 209  1231    1092.00000        0        NA
#> 210  1232    1371.00000        0        NA
#> 211  1233     633.00000        0        NA
#> 212  1234      25.00000        0        NA
#> 213  1235    8113.00000        0        NA
#> 214  1238    5161.00000        0        NA
#> 215  1241    1435.00000        0        NA
#> 216  1242     572.00000        0        NA
#> 217  1243    2162.00000        0        NA
#> 218  1244    2002.00000        0        NA
#> 219  1245       0.00000        0        NA
#> 220  1246    7228.00000        0        NA
#> 221  1247    9927.00000        0        NA
#> 222  1251    4074.00000        0        NA
#> 223  1252       0.00000        0        NA
#> 224  1253     846.00000        0        NA
#> 225  1256       0.00000        0        NA
#> 226  1259    2720.00000        0        NA
#> 227  1260    2169.00000        0        NA
#> 228  1263    8647.00000        0        NA
#> 229  1264    4004.00000        0        NA
#> 230  1265    1303.00000        0        NA
#> 231  1266    1542.00000        0        NA
#> 232  1401   14126.00000        0        NA
#> 233  1411       0.00000        0        NA
#> 234  1412     658.00000        0        NA
#> 235  1413     387.00000        0        NA
#> 236  1416   12094.00000        0        NA
#> 237  1417       0.00000        0        NA
#> 238  1418    1048.00000        0        NA
#> 239  1419    2397.00000        0        NA
#> 240  1420     397.00000        0        NA
#> 241  1421       0.00000        0        NA
#> 242  1422       0.00000        0        NA
#> 243  1424    8456.00000        0        NA
#> 244  1426   11700.00000        0        NA
#> 245  1428       0.00000        0        NA
#> 246  1429    1079.00000        0        NA
#> 247  1430     285.00000        0        NA
#> 248  1431     208.42510        1        NA
#> 249  1432    5772.00000        0        NA
#> 250  1433      94.00000        0        NA
#> 251  1438     758.00000        0        NA
#> 252  1439    1895.00000        0        NA
#> 253  1441       0.00000        0        NA
#> 254  1443    3038.00000        0        NA
#> 255  1444       0.00000        0        NA
#> 256  1445    8526.00000        0        NA
#> 257  1449    2281.00000        0        NA
#> 258  1502   24205.00000        0        NA
#> 259  1504   22851.00000        0        NA
#> 260  1505    7486.00000        0        NA
#> 261  1511    1064.00000        0        NA
#> 262  1514     405.00000        0        NA
#> 263  1515    3423.00000        0        NA
#> 264  1516    5817.00000        0        NA
#> 265  1517    1780.00000        0        NA
#> 266  1519     932.00000        0        NA
#> 267  1520    3974.00000        0        NA
#> 268  1523    3098.00000        0        NA
#> 269  1524     601.00000        0        NA
#> 270  1525     461.00000        0        NA
#> 271  1526    1101.62003        1        NA
#> 272  1528    3714.00000        0        NA
#> 273  1529    3436.00000        0        NA
#> 274  1531    2024.00000        0        NA
#> 275  1532    2111.00000        0        NA
#> 276  1534    1115.00000        0        NA
#> 277  1535    2432.00000        0        NA
#> 278  1539    3288.00000        0        NA
#> 279  1543     554.00000        0        NA
#> 280  1545       0.00000        0        NA
#> 281  1546       0.00000        0        NA
#> 282  1547    1770.00000        0        NA
#> 283  1548    1287.00000        0        NA
#> 284  1551    2093.00000        0        NA
#> 285  1554    1862.00000        0        NA
#> 286  1557    1061.00000        0        NA
#> 287  1560     980.00000        0        NA
#> 288  1563    7244.00000        0        NA
#> 289  1566    5687.00000        0        NA
#> 290  1567       0.00000        0        NA
#> 291  1571     958.00000        0        NA
#> 292  1573    1105.00000        0        NA
#> 293  1576    1765.00000        0        NA
#> 294  1601   77340.00000        0        NA
#> 295  1612    3297.00000        0        NA
#> 296  1613     318.21004        1        NA
#> 297  1617      14.00000        0        NA
#> 298  1620    3938.00000        0        NA
#> 299  1621    5014.00000        0        NA
#> 300  1622    1070.00000        0        NA
#> 301  1624     388.00000        0        NA
#> 302  1627    2042.00000        0        NA
#> 303  1630       2.00000        0        NA
#> 304  1632       0.00000        0        NA
#> 305  1633     564.00000        0        NA
#> 306  1634    5541.00000        0        NA
#> 307  1635    1462.00000        0        NA
#> 308  1636       0.00000        0        NA
#> 309  1638    7918.00000        0        NA
#> 310  1640       0.00000        0        NA
#> 311  1644    1926.00000        0        NA
#> 312  1648    5310.00000        0        NA
#> 313  1653   12273.00000        0        NA
#> 314  1657    1835.00000        0        NA
#> 315  1662    2014.00000        0        NA
#> 316  1663   14395.00000        0        NA
#> 317  1664    2009.00000        0        NA
#> 318  1665    3413.00000        0        NA
#> 319  1702    2123.00000        0        NA
#> 320  1703    9687.00000        0        NA
#> 321  1711    3978.00000        0        NA
#> 322  1714   23850.00000        0        NA
#> 323  1717       0.00000        0        NA
#> 324  1718    1291.00000        0        NA
#> 325  1719   25837.00000        0        NA
#> 326  1721    3302.00000        0        NA
#> 327  1724     473.00000        0        NA
#> 328  1725       0.00000        0        NA
#> 329  1736       0.00000        0        NA
#> 330  1738    1379.00000        0        NA
#> 331  1739     297.00000        0        NA
#> 332  1740       0.00000        0        NA
#> 333  1742    3258.00000        0        NA
#> 334  1743       0.00000        0        NA
#> 335  1744     331.00000        0        NA
#> 336  1748      85.00000        0        NA
#> 337  1749     405.00000        0        NA
#> 338  1750    5225.00000        0        NA
#> 339  1751     607.00000        0        NA
#> 340  1755       0.00000        0        NA
#> 341  1756     132.00000        0        NA
#> 342  1804   32268.00000        0        NA
#> 343  1805   13906.00000        0        NA
#> 344  1811       0.00000        0        NA
#> 345  1812    1226.00000        0        NA
#> 346  1813    5188.00000        0        NA
#> 347  1815     169.58854        1        NA
#> 348  1816     129.60255        1        NA
#> 349  1818     641.70765        1        NA
#> 350  1820    5115.00000        0        NA
#> 351  1822     594.00000        0        NA
#> 352  1824    8888.00000        0        NA
#> 353  1825      22.00000        0        NA
#> 354  1826    1127.00000        0        NA
#> 355  1827     389.08770        1        NA
#> 356  1828     354.00000        0        NA
#> 357  1832    1770.00000        0        NA
#> 358  1833   20207.00000        0        NA
#> 359  1834     538.02910        1        NA
#> 360  1835     848.90713        1        NA
#> 361  1836      14.00000        0        NA
#> 362  1837    2027.00000        0        NA
#> 363  1838     744.00000        0        NA
#> 364  1839       0.00000        0        NA
#> 365  1840    1320.39177        1        NA
#> 366  1841    8214.00000        0        NA
#> 367  1845     898.81220        1        NA
#> 368  1848    2327.00000        0        NA
#> 369  1849     845.89144        1        NA
#> 370  1850     903.00017        1        NA
#> 371  1851    1529.00000        0        NA
#> 372  1852     377.86073        1        NA
#> 373  1853     684.46408        1        NA
#> 374  1854     636.93584        1        NA
#> 375  1856      22.00000        0        NA
#> 376  1857       0.00000        0        NA
#> 377  1859     147.00000        0        NA
#> 378  1860    1959.00000        0        NA
#> 379  1865    2793.00000        0        NA
#> 380  1866    4907.00000        0        NA
#> 381  1867     505.13113        1        NA
#> 382  1868    2105.00000        0        NA
#> 383  1870    9559.00000        0        NA
#> 384  1871    3177.00000        0        NA
#> 385  1874       0.00000        0        NA
#> 386  1902   31866.00000        0        NA
#> 387  1903   15689.00000        0        NA
#> 388  1911    4104.00000        0        NA
#> 389  1913    2090.00000        0        NA
#> 390  1917     891.00000        0        NA
#> 391  1919       0.00000        0        NA
#> 392  1920       0.00000        0        NA
#> 393  1922    3766.93177        1        NA
#> 394  1923    3622.00000        0        NA
#> 395  1924    5510.00000        0        NA
#> 396  1925    1854.80849        1        NA
#> 397  1926     146.00000        0        NA
#> 398  1927       0.00000        0        NA
#> 399  1928       0.00000        0        NA
#> 400  1929     225.00000        0        NA
#> 401  1931    1766.00000        0        NA
#> 402  1933     712.00000        0        NA
#> 403  1936     997.00000        0        NA
#> 404  1938     591.00000        0        NA
#> 405  1939    1061.00000        0        NA
#> 406  1940     595.00000        0        NA
#> 407  1941     629.00000        0        NA
#> 408  1942     969.00000        0        NA
#> 409  1943       0.00000        0        NA
#> 410  2002    8367.00000        0        NA
#> 411  2003    1913.00000        0        NA
#> 412  2004   17871.00000        0        NA
#> 413  2011    1708.00000        0        NA
#> 414  2012   14343.00000        0        NA
#> 415  2014       0.00000        0        NA
#> 416  2015      24.00000        0        NA
#> 417  2017     530.00000        0        NA
#> 418  2018     653.00000        0        NA
#> 419  2019    2742.00000        0        NA
#> 420  2020       0.00000        0        NA
#> 421  2021    4038.00000        0        NA
#> 422  2022    1667.00000        0        NA
#> 423  2023    1569.00000        0        NA
#> 424  2024    1048.00000        0        NA
#> 425  2025    1394.91053        1        NA
#> 426  2027     -90.48924        1        NA
#> 427  2028    1607.27603        1        NA
#> 428  2030   19083.00000        0        NA
#> 429    13 2033595.51076        1 0.3135970
#> 430     3   87847.62621        3 3.0856771
#> 431     5   18440.98283        7 6.2349153
#> 432     1   21086.00000        0 0.0000000
#> 433     4    6678.63165        2 5.7187630
#> 434    10   57945.00000        0 0.0000000
#> 435    11  219433.00000        0 0.0000000
#> 436     8  150654.00000        0 0.0000000
#> 437     2   66477.84304        6 2.7185239
#> 438     7  125085.00000        0 0.0000000
#> 439     6   43495.66696        6 3.9440994
#> 440    12  140472.00000        0 0.0000000
#> 441 Total 2971211.26143       25 0.2511731
ImputeRegression2Wide(w, strataName = names(w)[2])
#>       id     x1     x2      y strata Acategory123 AestimateYHat       ArStud
#> 1    101   9020  30544   2792     13            1   10976.39709 -1.334608331
#> 2    104  12815  32182  11319     13            1   15848.65157 -0.728401521
#> 3    105  31417  54678  32854     13            1   39731.04364 -1.126337834
#> 4    106  38167  78967  42362     13            1   48397.10893 -0.998092680
#> 5    111   2790   4511   3278      3            1    2147.77512  0.774135971
#> 6    118   1025   1404    853      5            1     572.03785  0.978411840
#> 7    119   1900   3610   1531      1            1    1582.43251 -0.086108079
#> 8    121      0    672    103      4            1      89.75606  0.055095415
#> 9    122   3169   5343   2226     10            1    2583.07241 -0.269268009
#> 10   123   2537   5736   2512     11            1    2654.97347 -0.051624838
#> 11   124   7549  15615   6721      8            1    6798.45526 -0.020315373
#> 12   125   4150  11396  10538     10            2    3147.46644  5.326460492
#> 13   127      0   3742      0      2            1     208.42510 -0.344725724
#> 14   128      0   8084    474     11            1    1098.26069 -0.229638517
#> 15   135   3520   7357   1507      7            1    3429.51899 -0.853550981
#> 16   136   7946  15458   5491      7            1    7397.15522 -0.858974643
#> 17   137   1298   5186    331      1            1    1108.58354 -1.361136332
#> 18   138    500   5382    811      1            1     480.45815  0.551533322
#> 19   211  11929  16732   9867      7            1   10967.66926 -0.536966724
#> 20   213  21799  30261  22914     13            1   27382.86350 -0.719442557
#> 21   214   6209  18992   9635      7            1    5840.04177  1.767072793
#> 22   215   4350  15695   7751      8            1    5558.59059  0.585996292
#> 23   216  13678  18623  10648      7            1   12535.53998 -1.004817970
#> 24   217  11582  26792  14146     13            1   14265.65032 -0.019147384
#> 25   219  74171 122348  97383     13            1   94621.25923  0.536084661
#> 26   220  38503  60106  53067     13            1   48828.48640  0.697979619
#> 27   221     NA  15914      0      7            0            NA           NA
#> 28   226   2658  17443   4400      7            1    2656.78911  0.776707992
#> 29   227   1470  11374   1353      7            1    1591.82032 -0.106512250
#> 30   228   7754  17426  11010      7            1    7225.03906  1.787647629
#> 31   229   7585  10870   2809      7            1    7073.54097 -2.048376600
#> 32   230  22511  36368  23871     13            1   28296.97291 -0.712771849
#> 33   231  25607  52522  41227     13            1   32271.80819  1.469058953
#> 34   233   9175  22857   9878     13            1   11175.39563 -0.207962057
#> 35   234     NA   6323    400      7            0            NA           NA
#> 36   235  20951  34189  23717     13            1   26294.14893 -0.413286148
#> 37   236   3425  20783    112      7            1    3344.35734 -1.479371852
#> 38   237  10788  23811  13445     13            1   13246.26427  0.031814349
#> 39   238   3320  12267   4830      7            1    3250.23131  0.698634380
#> 40   239   1989   2837   1245      2            1    1105.59128  0.224712912
#> 41   301 180117 658390 455113     13            2  230641.25222 19.224983574
#> 42   402   9400  17835  10354      8            1    7515.86367  0.773613926
#> 43   403  20296  30120  23153     13            1   25453.21963 -0.368639057
#> 44   412   6698  33597   7146     13            1    7995.27063 -0.136346526
#> 45   415   3020   7588   3649      7            1    2981.29980  0.293348980
#> 46   417   3168  20119    616     10            1    2582.49709 -1.592523908
#> 47   418   2862   5131   2657     10            1    2406.44758  0.188478619
#> 48   419   3194   7901   2904      7            1    3137.28008 -0.102194989
#> 49   420   3405   6142   1440     11            1    3187.58155 -0.631931991
#> 50   423   2958   4763   1537      2            1    1542.67224 -0.009190429
#> 51   425   3700   7456   1500     11            1    3368.59466 -0.675619400
#> 52   426   1315   3760     NA      2            3     801.57418           NA
#> 53   427   7213  21030   7919     13            1    8656.45932 -0.118339670
#> 54   428     NA   6525     10     11            0            NA           NA
#> 55   429   1668   4429      0      2            1     960.79976 -1.599965576
#> 56   430   2092   2600    309      2            1    1152.05087 -1.392314267
#> 57   432     NA   1881    742      3            0            NA           NA
#> 58   434     NA   1305    409      6            0            NA           NA
#> 59   436   1080   1620    569      5            1     592.47786 -0.079406888
#> 60   437   2450   5580   1909     12            1    3525.49241 -0.545676534
#> 61   438     NA   2426    830      2            0            NA           NA
#> 62   439   1182   1592      0      2            1     741.58268 -1.222711318
#> 63   441   2852   1956   1828      5            1    1251.01795  2.407397472
#> 64   501  19444  27476  20635     13            1   24359.36962 -0.598001702
#> 65   502   9415  30137   7666     13            1   11483.52239 -0.613864439
#> 66   511   1780   2701   1256      2            1    1011.31892  0.395052053
#> 67   512    748   2055    742      5            1     469.09451  0.952215693
#> 68   513   3100   2204   3199      3            1    2371.85484  0.563422173
#> 69   514   2030   2347     NA      3            3    1598.41840           NA
#> 70   515   2400   3664   1721      2            1    1290.97856  0.697847967
#> 71   516   4088   5741   7149     12            1    4714.47654  0.814822138
#> 72   517   5900   5935   4099     11            1    4718.52297 -0.222773686
#> 73   519     NA   3154      0      2            0            NA           NA
#> 74   520   1990   4462   1576      2            1    1106.04235  0.762795708
#> 75   521   2468   5072   1535     11            1    2612.63481 -0.389928381
#> 76   522   2547   6227   5721     11            1    2661.10951  1.121190510
#> 77   528   1405  14906    824     10            1    1568.19876 -0.581193035
#> 78   529   9760  13180   1803      7            2    9023.29443 -2.966339097
#> 79   532   2213   6629   3715      7            1    2257.87403  0.649599053
#> 80   533     NA   9044   1433      7            0            NA           NA
#> 81   534   2773  13695   3384     10            1    2355.24364  0.787947439
#> 82   536   2555   5758   1961     10            1    2229.82274 -0.202491845
#> 83   538   2587   6751    445     11            1    2685.65366 -0.815220335
#> 84   540      0   3058      0      2            1     208.42510 -0.344725724
#> 85   541   3100   1321   1097      6            1    1719.99595 -0.908128975
#> 86   542   5988   6458   5303     11            1    4772.52011  0.190755541
#> 87   543    627   2168    801      2            1     491.24219  0.506434415
#> 88   544      0   3220      0      2            1     208.42510 -0.344725724
#> 89   545      0   1590    140      6            1     169.58854 -0.042618316
#> 90   602  32524  67895  56116     13            1   41152.27835  2.580862622
#> 91   604   6587  27013      0     13            1    7852.76200 -1.281134623
#> 92   605   8718  29801  15997     13            1   10588.67091  0.873377801
#> 93   612   1548   6767   2624      8            1    4472.59471 -0.520895806
#> 94   615   2570   1074   1145      5            1    1146.21642 -0.004270220
#> 95   616   2915   3422   1726      2            1    1523.27649  0.328761519
#> 96   617   5800   4578   2957      2            1    2824.59597  0.235505110
#> 97   618   2795   2422   1291      2            1    1469.14882 -0.288440938
#> 98   619   2295   4711    690      3            1    1789.97042 -0.754550318
#> 99   620   3090   4497   1208      3            1    2364.62646 -0.793553187
#> 100  621     NA   3512    106      2            0            NA           NA
#> 101  622      0   2275    260      1            1      86.89588  0.296713606
#> 102  623   4507  13794   3835     10            1    3352.85753  0.377614470
#> 103  624   6000  18205   7781      7            1    5652.68615  0.946923542
#> 104  625     NA  24431   5406     13            0            NA           NA
#> 105  626   7678  25731  20942     13            1    9253.45493  1.944285319
#> 106  627     NA  21492   4783     13            0            NA           NA
#> 107  628     NA   9413     16      7            0            NA           NA
#> 108  631     NA   2699   1216      1            0            NA           NA
#> 109  632     NA   1404    304      6            0            NA           NA
#> 110  633   2119   2548   1873      6            1    1229.36703  0.914310164
#> 111  701   8577  27178   2934     13            1   10407.64644 -1.215480949
#> 112  702   3099  10741   2043      7            1    3052.11843 -0.444158131
#> 113  704  29223  42276  29885     13            1   36914.25146 -1.148345044
#> 114  706   8211  45820  20503     13            1    9937.75312  1.744676888
#> 115  709  13787  43867  14068     13            1   17096.56498 -0.485482530
#> 116  711   3855   6604    781      7            1    3729.82584 -1.335873904
#> 117  713   5900   9297   2501     10            1    4154.28554 -1.527447459
#> 118  714   2027   3163   2201      2            1    1122.73171  1.810270752
#> 119  716   8200   9361   3876      8            1    7050.76907 -0.855726764
#> 120  719   3240   5937   1232     10            1    2623.92050 -1.085888715
#> 121  720   4608  11657   2907      7            1    4404.84394 -0.658488343
#> 122  722   8382  21621   7164     13            1   10157.29344 -0.480952280
#> 123  723   1831   4971   1143      1            1    1528.12092 -0.652808885
#> 124  728    744   2474      0      1            1     672.51654 -1.157841930
#> 125  805  19328  35955  12781     13            1   24210.44168 -1.892953234
#> 126  806   9200  53952  72675     13            2   11207.49217  9.721563853
#> 127  807   5450  12717   9812     11            1    4442.40127  2.020070204
#> 128  811      0   2335    106      1            1      86.89588  0.032627891
#> 129  814   3317  14088   6103      8            1    5158.22166  0.254029992
#> 130  815   5716  10607   4926     11            1    4605.61988  0.115121866
#> 131  817   2743   4136   1600      2            1    1445.69350  0.249643614
#> 132  819   5575   6534   2033     11            1    4519.10175 -0.901627902
#> 133  821      0   6101    265     11            1    1098.26069 -0.306671109
#> 134  822    540   4338    447      1            1     511.94313 -0.106867681
#> 135  826   4697   5940   3801     12            1    5156.53475 -0.443490253
#> 136  827     NA   1613      0      5            0            NA           NA
#> 137  828   1025   2991   1015      2            1     670.76564  0.559978004
#> 138  829   2700   2448   2806      2            1    1426.29775  2.391312245
#> 139  830      0   1443    377      5            1     191.11032  0.655589913
#> 140  831   1150   1323   1587      6            1     744.73968  1.206010022
#> 141  833   2100   2246   2287      3            1    1649.01705  0.434710645
#> 142  834  12410   3727      0      3            2    9101.47464 -3.704065472
#> 143  901   5494   6920   2037     11            1    4469.39984 -0.881709624
#> 144  904  10391  22550   8696     13            1   12736.57124 -0.649672950
#> 145  906  65832  44313  23978     13            2   83915.13798 -8.582698881
#> 146  911    546   2473      0      2            1     454.70601 -0.747412101
#> 147  912   2000   2036   2438      1            1    1661.14496  1.415414327
#> 148  914      0   6014    370     10            1     759.86685 -0.331204530
#> 149  919   9886   5618  11348     11            1    7164.34763  1.582630969
#> 150  926   9036  10577   4156     11            1    6642.78442 -0.916133484
#> 151  928   2341   5147    387      2            1    1264.36579 -1.453143735
#> 152  929   2835   1847   1072      6            1    1587.46113 -0.740984405
#> 153  935   1916   1317     NA      5            3     903.16607           NA
#> 154  937    275   3582   1088      1            1     303.35513  1.415085491
#> 155  938     NA   1204    784      6            0            NA           NA
#> 156  940   3000   1242   3053      6            1    1669.98281  2.121006561
#> 157  941      0    945   4103     13            1    -604.03385  0.765997908
#> 158 1001  61868  88447  78937     13            1   78825.91090  0.019832049
#> 159 1002   9039  15529  14448      8            1    7375.94771  2.133307407
#> 160 1003  12099   9705  11708     11            1    8522.25279  1.223764008
#> 161 1004   5010   9096   6981     11            1    4172.41561  1.020951397
#> 162 1014   7426  14308   6404      8            1    6750.78306 -0.090916987
#> 163 1017   3800   6419   3191     10            1    2946.10262  0.186411216
#> 164 1018   2606  11260   1007      7            1    2610.17431 -0.713217014
#> 165 1021   2003   2290   1879      4            2     802.36788  3.972409452
#> 166 1026   1355    942    696      6            1     847.26662 -0.211505928
#> 167 1027    440   1750    455      4            1     246.29585  0.890172747
#> 168 1029   2220   4943   1512      2            1    1209.78705  0.488502979
#> 169 1032   1200   8497   8749     11            1    1834.58522  2.730511738
#> 170 1034     NA   1702     45      5            0            NA           NA
#> 171 1037   3895   5981    863     12            1    4574.38257 -1.289354070
#> 172 1046   1400   1832    739     13            1    1193.37228 -0.073368153
#> 173 1101   4631  14942   5848     10            1    3424.19786  2.161053431
#> 174 1102  26391  74820  47888     13            1   33278.35562  2.489606740
#> 175 1103  60935 132644 138672     13            2   77628.06810  8.894403934
#> 176 1106  13610  36951  28370     13            1   16869.32149  1.904877768
#> 177 1111    612   3313      0      1            1     568.61610 -0.968204722
#> 178 1112     NA   3243   5084      2            0            NA           NA
#> 179 1114     NA   2825    566      2            0            NA           NA
#> 180 1119      0  18591      0      7            1     274.05591 -0.125436304
#> 181 1120   7170  18970   7220      7            1    6701.51905  0.228341965
#> 182 1121   6580  18572   6665      8            1    6422.89137  0.063307913
#> 183 1122   4195  11853   5484      8            1    5498.51587 -0.003845774
#> 184 1124  22700  26096  22687     13            1   28539.62274 -0.946244799
#> 185 1127   6432  10737  11144      8            1    6365.52971  1.315063613
#> 186 1129     89   1238   1386     13            1    -489.77018  0.303716660
#> 187 1130   4168  12464   2357      8            1    5488.05124 -0.848250918
#> 188 1133   1790   2737   2196      3            1    1424.93733  0.529171353
#> 189 1134   2803   3903   4214     13            1    2994.63000  0.196600084
#> 190 1135   5988   4710   7117      3            1    4459.41037  2.232478175
#> 191 1141     NA   3221      0      2            0            NA           NA
#> 192 1142   4050   4856   1491      2            1    2035.23407 -0.910297227
#> 193 1144     NA    524    178      4            0            NA           NA
#> 194 1145     NA    865     15      5            0            NA           NA
#> 195 1146   8550  10925   5125     12            1    7953.33320 -0.949421751
#> 196 1149   8354  42187  13044     13            1   10121.34532  0.469560824
#> 197 1151    450    200    563      4            1     249.85357  1.440883528
#> 198 1160  10516   8788   2689     11            1    7550.91801 -1.871854829
#> 199 1201  94310 277391 205308     13            2  120476.94645 10.786318610
#> 200 1211    651   4106    674      1            1     599.31396  0.122378958
#> 201 1216   1900   5593   1531     11            1    2264.10787 -0.265802464
#> 202 1219   2975  11778    262     11            1    2923.73193 -0.970006152
#> 203 1221  11300  18775   6421      8            1    8252.26344 -0.515473243
#> 204 1222    497   3140      0      3            1     490.30807 -0.350098513
#> 205 1223   2200   2797    169      2            1    1200.76577 -1.726430964
#> 206 1224     NA  13271    829     11            0            NA           NA
#> 207 1227      0   1104      0      6            1     169.58854 -0.244497750
#> 208 1228   6398   6930   6358     12            1    6391.24904 -0.010719518
#> 209 1231    600   3401   1092      2            1     479.06346  1.012604922
#> 210 1232   2207    925   1371     13            1    2229.44853 -0.138485438
#> 211 1233     NA   1116    633      6            0            NA           NA
#> 212 1234     NA    920     25      5            0            NA           NA
#> 213 1235  11331  14425   8113     11            1    8051.00509  0.023154862
#> 214 1238   7310   8475   5161     11            1    5583.70430 -0.152614389
#> 215 1241     NA   3876   1435      2            0            NA           NA
#> 216 1242    440   2443    572      3            1     449.10632  0.087759994
#> 217 1243  12075  19742   2162      8            1    8552.63703 -2.056341475
#> 218 1244   3200   5118   2002      3            1    2444.13862 -0.299777376
#> 219 1245   3658   6975      0      8            1    5290.38604 -1.508952734
#> 220 1246     NA  24870   7228     13            0            NA           NA
#> 221 1247  10257  28380   9927     13            1   12564.53380 -0.423087801
#> 222 1251   4911   4125   4074      3            1    3680.91407  0.278593027
#> 223 1252   2520    381      0     13            1    2631.29719 -0.424997441
#> 224 1253   1874   7957    846     10            1    1838.02628 -0.768739608
#> 225 1256     NA   7812      0      8            0            NA           NA
#> 226 1259   1121   4852   2720      3            1     941.35885  1.281586251
#> 227 1260   3956   5077   2169     10            1    3035.85335 -0.671202789
#> 228 1263  11486  15607   8647     12            1   10084.50378 -0.490084794
#> 229 1264   2248   2858   4004      2            2    1222.41684  4.428069688
#> 230 1265   1471    576   1303      5            1     737.78778  2.178790188
#> 231 1266   2700   1701   1542      6            1    1519.94338  0.031300694
#> 232 1401   4017  11923  14126     11            2    3563.10706  3.750484069
#> 233 1411      0   2370      0      5            1     191.11032 -0.674518094
#> 234 1412   1019    785    658      5            1     569.80803  0.299167596
#> 235 1413   1568   1395    387      4            1     647.60695 -1.171072916
#> 236 1416     NA   4161  12094      3            0            NA           NA
#> 237 1417   2019   2689      0      3            1    1590.46719 -1.111402650
#> 238 1418   2645   1294   1048      5            1    1174.08917 -0.447375232
#> 239 1419     NA   2298   2397      2            0            NA           NA
#> 240 1420     NA   7839    397      8            0            NA           NA
#> 241 1421   2570   1764      0     13            1    2695.49026 -0.435377061
#> 242 1422   3726   2172      0      6            2    2033.07823 -2.660967804
#> 243 1424   5950   5359   8456     12            1    6066.05680  0.789404253
#> 244 1426   2999   5093  11700     12            1    3923.99808  3.672392053
#> 245 1428     NA   3023      0      1            0            NA           NA
#> 246 1429   2277   2830   1079      2            1    1235.49770 -0.252433029
#> 247 1430     NA   2942    285      2            0            NA           NA
#> 248 1431      0   3020     NA      2            3     208.42510           NA
#> 249 1432  11500  12900   5772      8            1    8329.77921 -0.730185954
#> 250 1433   1200   2840     94      2            1     749.70183 -1.076304534
#> 251 1438   3506   3846    758      6            1    1923.04931 -1.794255153
#> 252 1439     NA   6046   1895     11            0            NA           NA
#> 253 1441     NA   2774      0      1            0            NA           NA
#> 254 1443   2800   6015   3038     11            1    2816.35126  0.079945510
#> 255 1444   2500   1200      0      4            2     979.18669 -3.446062160
#> 256 1445   6639   5784   8526     11            1    5171.97616  1.229064547
#> 257 1449   1307   7168   2281     10            1    1511.81689  0.603641889
#> 258 1502  18879  26732  24205     13            1   23633.98785  0.091349623
#> 259 1504  15204  46747  22851     13            1   18915.79676  0.631733772
#> 260 1505   9913  24526   7486     13            1   12122.88543 -0.746742722
#> 261 1511   1856   3256   1064      2            1    1045.59978  0.029643093
#> 262 1514     NA   2559    405      1            0            NA           NA
#> 263 1515     NA   8972   3423      8            0            NA           NA
#> 264 1516  11028   8430   5817     11            1    7865.08314 -0.767377430
#> 265 1517     NA   5189   1780     10            0            NA           NA
#> 266 1519   2000   9037    932     11            1    2325.46824 -0.506051759
#> 267 1520   2350  10677   3974     10            1    2111.88108  1.499243465
#> 268 1523   2262   2310   3098      1            1    1867.37159  2.697761412
#> 269 1524    880   1652    601      6            1     609.70419 -0.012225551
#> 270 1525     NA   4598    461      2            0            NA           NA
#> 271 1526   2450   1020     NA      5            3    1101.62003           NA
#> 272 1528   3045   7675   3714      7            1    3003.71076  0.312078782
#> 273 1529   2470   4620   3436      1            2    2031.09350  2.082202039
#> 274 1531   3000   8952   2024      7            1    2963.37103 -0.413526341
#> 275 1532   6968   8094   2111     11            1    5373.85181 -1.195909568
#> 276 1534      0   9200   1115     10            1     759.86685  0.301521203
#> 277 1535   6015   6611   2432     11            1    4789.08741 -0.854598610
#> 278 1539   4844   7492   3288     11            1    4070.55738 -0.281270285
#> 279 1543     NA   2970    554      2            0            NA           NA
#> 280 1545      0   2088      0      4            1      89.75606 -0.377080789
#> 281 1546   3118   1270      0      5            2    1349.87329 -4.200727576
#> 282 1547      0   3518   1770     13            1    -604.03385  0.384658570
#> 283 1548   3000   9717   1287     10            1    2485.84246 -0.924856938
#> 284 1551   6287   3467   2093      1            2    5035.54787 -2.710916335
#> 285 1554   1825   5826   1862     11            1    2218.08758 -0.129080587
#> 286 1557   3745   2593   1061      2            1    1897.65957 -1.409521950
#> 287 1560   1500   3103    980      2            1     885.02101  0.153265635
#> 288 1563   5193   7160   7244     12            1    5516.56901  0.565959035
#> 289 1566   2100   5969   5687     11            1    2386.82862  1.214998748
#> 290 1567      0   2036      0      2            1     208.42510 -0.344725724
#> 291 1571   1715   1547    958      5            1     828.46711  0.442817680
#> 292 1573   1890   2141   1105      6            1    1114.83693 -0.013754969
#> 293 1576   3730   3536   1765      3            1    2827.24264 -0.733070477
#> 294 1601  42752 187353  77340     13            2   54283.61401  3.540093487
#> 295 1612   5078   4260   3297      2            1    2498.92780  1.403398823
#> 296 1613    342    978     NA      5            3     318.21004           NA
#> 297 1617     NA   4622     14      3            0            NA           NA
#> 298 1620   2044   4799   3938      3            1    1608.53813  1.684870390
#> 299 1621   3545   5209   5014      8            1    5246.58963 -0.062186509
#> 300 1622   3300   1733   1070      4            1    1263.80450 -1.335810220
#> 301 1624    920   6644    388     11            1    1662.77616 -0.466090908
#> 302 1627   3179   4779   2042      2            1    1642.35738  0.653085776
#> 303 1630     NA   3272      2      2            0            NA           NA
#> 304 1632     NA    961      0      5            0            NA           NA
#> 305 1633   1082    976    564      5            1     593.22114 -0.098841544
#> 306 1634   2885   6886   5541     11            1    2868.50759  0.974358557
#> 307 1635   3842   2562   1462      2            1    1941.41277 -0.795661587
#> 308 1636      0   3954      0      2            1     208.42510 -0.344725724
#> 309 1638   4098  11779   7918      7            1    3947.66037  1.856295972
#> 310 1640    382   5635      0     11            1    1332.65733 -0.489573498
#> 311 1644      0   2031   1926      2            1     208.42510  3.194611383
#> 312 1648   3715   6298   5310     10            1    2897.19997  2.059192391
#> 313 1653   9611  16096  12273      7            1    8889.72511  1.628103762
#> 314 1657   2500   7755   1835      7            1    2515.15185 -0.300178113
#> 315 1662   2549   6067   2014     11            1    2662.33672 -0.234233913
#> 316 1663   7560  13738  14395      8            1    6802.71862  2.296259335
#> 317 1664   3236   4132   2009      1            1    2634.03090 -1.396511589
#> 318 1665   3000    851   3413      6            1    1669.98281  2.795091933
#> 319 1702      0  21781   2123     13            1    -604.03385  0.442063274
#> 320 1703  11596  13010   9687     11            1    8213.61009  0.554241672
#> 321 1711     NA   2523   3978      3            0            NA           NA
#> 322 1714  20710  23308  23850     13            1   25984.73830 -0.342116469
#> 323 1717    200   2631      0      1            1     244.32079 -0.413028263
#> 324 1718   2225   3531   1291      4            1     881.34932  2.490591373
#> 325 1719  13987  19610  25837      8            2    9293.68775  3.757463961
#> 326 1721    500  14885   3302      8            1    4066.41210 -0.221527185
#> 327 1724      0   2527    473      2            1     208.42510  0.438013900
#> 328 1725     NA   1622      0      5            0            NA           NA
#> 329 1736      0   2139      0      3            1     131.05769 -0.095952920
#> 330 1738   4410   1375   1379      5            1    1830.02780 -2.262233446
#> 331 1739   1586    469    297      6            1     962.79698 -0.943016028
#> 332 1740   2412    867      0      6            1    1375.90553 -2.067959012
#> 333 1742   2841   2466   3258      6            1    1590.46192  2.628083129
#> 334 1743     NA   1250      0      5            0            NA           NA
#> 335 1744   1916   3825    331      2            1    1072.66361 -1.217822154
#> 336 1748    288    633     85      4            1     192.21847 -0.442751084
#> 337 1749   1768   1103    405      5            1     848.16386 -1.627479697
#> 338 1750   4056   4387   5225      3            1    3062.88776  1.568645115
#> 339 1751     NA   5126    607     11            0            NA           NA
#> 340 1755     NA    562      0      5            0            NA           NA
#> 341 1756    800   6769    132     11            1    1589.14371 -0.533701376
#> 342 1804  15263  50488  32268     13            1   18991.54458  2.225521895
#> 343 1805  10530  18787  13906     11            1    7559.50846  2.518935900
#> 344 1811      0   1465      0      5            1     191.11032 -0.674518094
#> 345 1812   2200   2031   1226      3            1    1721.30083 -0.336477389
#> 346 1813   2920   7962   5188     11            1    2889.98372  0.835257008
#> 347 1815      0   1244     NA      6            3     169.58854           NA
#> 348 1816    112    507     NA      4            3     129.60255           NA
#> 349 1818     NA   1743     NA      2            0            NA           NA
#> 350 1820   5845   7437   5115     12            1    5989.83987 -0.283230154
#> 351 1822    900   2216    594      2            1     614.38265 -0.033074344
#> 352 1824  11200  13427   8888     12            1    9876.90338 -0.333626151
#> 353 1825     NA   1462     22      5            0            NA           NA
#> 354 1826   1955   1465   1127      6            1    1147.34547 -0.028465628
#> 355 1827     NA   1402     NA      5            0            NA           NA
#> 356 1828      0   1838    354      6            1     169.58854  0.265914908
#> 357 1832   3716   4486   1770      3            1    2817.12291 -0.722180702
#> 358 1833  10751  26039  20207     13            1   13198.76139  1.136306575
#> 359 1834   1260   1923     NA      4            3     538.02910           NA
#> 360 1835   1770    478     NA      5            3     848.90713           NA
#> 361 1836      0   1268     14      5            1     191.11032 -0.623854815
#> 362 1837   2315   6471   2027     12            1    3427.49921 -0.472552667
#> 363 1838      0   2043    744      6            1     169.58854  0.836626326
#> 364 1839      0   1034      0      6            1     169.58854 -0.244497750
#> 365 1840     NA   4700     NA      2            0            NA           NA
#> 366 1841   6132   9604   8214     12            1    6198.16615  0.660989839
#> 367 1845     NA   1963     NA      6            0            NA           NA
#> 368 1848   5800   2543   2327      3            1    4323.51687 -1.571801989
#> 369 1849     NA   1824     NA      6            0            NA           NA
#> 370 1850     NA   1974     NA      6            0            NA           NA
#> 371 1851     NA   2144   1529      5            0            NA           NA
#> 372 1852     NA   1283     NA      5            0            NA           NA
#> 373 1853     NA   1400     NA      6            0            NA           NA
#> 374 1854    950   2556     NA      2            3     636.93584           NA
#> 375 1856   1850    551     22      6            1    1094.83167 -1.557236431
#> 376 1857    320    765      0      4            1     203.60318 -0.871521670
#> 377 1859    500   1336    147      5            1     376.92863 -0.800466879
#> 378 1860  11380  11198   1959     11            1    8081.07167 -2.445477691
#> 379 1865  18065   9350   2793     11            2   12183.01292 -2.919279132
#> 380 1866   5210   8082   4907     11            1    4295.13637  0.219848063
#> 381 1867     NA   2632     NA      5            0            NA           NA
#> 382 1868   3321   4529   2105      2            1    1706.40846  0.652831144
#> 383 1870     NA  10214   9559     11            0            NA           NA
#> 384 1871     NA   4980   3177     11            0            NA           NA
#> 385 1874     NA   1062      0      5            0            NA           NA
#> 386 1902  31859  73480  31866     13            1   40298.51043 -1.390968333
#> 387 1903  14981  24695  15689     13            1   18629.49564 -0.471226565
#> 388 1911   3750   3029   4104      6            2    2045.08138  2.691861729
#> 389 1913   4000   3041   2090      2            1    2012.68087  0.127796939
#> 390 1917   1500   1403    891      6            1     919.78568 -0.040201563
#> 391 1919     NA   1137      0      5            0            NA           NA
#> 392 1920     NA   1051      0      6            0            NA           NA
#> 393 1922   5030   4019     NA      3            3    3766.93177           NA
#> 394 1923   2164   2230   3622     13            1    2174.24249  0.233648760
#> 395 1924   5475   6741   5510     11            1    4457.74137  0.378583965
#> 396 1925   3650   3452     NA      2            3    1854.80849           NA
#> 397 1926      0   1158    146      5            1     191.11032 -0.157120016
#> 398 1927      0   1543      0      5            1     191.11032 -0.674518094
#> 399 1928      0    913      0      4            1      89.75606 -0.377080789
#> 400 1929     NA    915    225      5            0            NA           NA
#> 401 1931   5837  11618   1766     12            1    5984.03286 -1.470273267
#> 402 1933   1800   5701    712     11            1    2202.74749 -0.542253051
#> 403 1936   1898   2282    997      6            1    1118.83798 -0.170456256
#> 404 1938   2500   2861    591      6            1    1419.91710 -1.196918928
#> 405 1939   1200   1865   1061      6            1     769.74625  0.408486346
#> 406 1940      0   2150    595      6            1     169.58854  0.616474509
#> 407 1941   2023   2920    629      3            1    1593.35854 -0.661651000
#> 408 1942   2560   4895    969      3            1    1981.52243 -0.691876211
#> 409 1943      0   1231      0      6            1     169.58854 -0.244497750
#> 410 2002   3910   2137   8367      3            2    2957.35345  3.546111875
#> 411 2003     NA   6160   1913     12            0            NA           NA
#> 412 2004  19291  10455  17871     12            1   15749.96236  1.149653767
#> 413 2011     NA   2956   1708      3            0            NA           NA
#> 414 2012   2649  20097  14343     12            2    3669.94164  3.267157228
#> 415 2014      0    951      0      6            1     169.58854 -0.244497750
#> 416 2015      0   1054     24      6            1     169.58854 -0.209843467
#> 417 2017   1600   1035    530      6            1     969.79882 -0.617948942
#> 418 2018   1572   1215    653      6            1     955.79514 -0.424070942
#> 419 2019     NA   3276   2742      3            0            NA           NA
#> 420 2020   3790   3978      0      3            1    2870.61291 -2.166273860
#> 421 2021   3262   2668   4038      3            1    2488.95456  1.077200121
#> 422 2022   2011   1318   1667      6            1    1175.35283  0.693577895
#> 423 2023   2904   1139   1569      6            1    1621.97019 -0.075661117
#> 424 2024   1820   1000   1048      6            1    1079.82773 -0.044483724
#> 425 2025   2450   2922     NA      6            3    1394.91053           NA
#> 426 2027    400    959     NA     13            3     -90.48924           NA
#> 427 2028     NA   2211     NA      3            0            NA           NA
#> 428 2030     NA  10227  19083     12            0            NA           NA
#>          Adffits       Ahii AleaveOutResid Bcategory123 BestimateYHat
#> 1   -0.205106822 0.02307355   -8377.700379            1   17041.67552
#> 2   -0.103214127 0.01968353   -4620.601300            1   18197.91543
#> 3   -0.233389461 0.04116872   -7172.318803            1   34077.50816
#> 4   -0.262326541 0.06461497   -6452.005029            1   51222.75299
#> 5    0.161430995 0.04167284    1179.372692            1    2028.34305
#> 6    0.233351278 0.05382083     296.943917            1     389.27639
#> 7   -0.031702547 0.11936971     -58.404204            1     875.35126
#> 8    0.024418298 0.16417758      15.845405            1     157.72102
#> 9   -0.065019482 0.05509422    -377.892083            1    2308.20823
#> 10  -0.009529643 0.03295215    -147.845292            1    2242.75581
#> 11  -0.005073573 0.05870868     -82.286170            1    6903.42535
#> 12           NaN        NaN    7390.533563            2    2098.11927
#> 13  -0.095811510 0.07170876    -224.525547            1    1100.51372
#> 14  -0.061608844 0.06714458    -669.193401            1    3980.55545
#> 15  -0.186740328 0.04567852   -2014.540196            1    1585.60406
#> 16  -0.241584790 0.07330214   -2056.932798            1    5762.94798
#> 17  -0.375277475 0.07064530    -836.691882            1     830.25856
#> 18   0.175046379 0.09151275     363.837627            1     824.65059
#> 19  -0.288738435 0.22429157   -1418.921372            1    6419.89602
#> 20  -0.108298846 0.02215768   -4570.126904            1   16841.91002
#> 21   0.383008951 0.04487152    3973.243706            1    7585.28267
#> 22   0.165847262 0.07415891    2368.019126            1    6937.32298
#> 23  -0.702557448 0.32834741   -2810.292108            1    7395.00494
#> 24  -0.002769756 0.02049605    -122.153991            1   14393.19437
#> 25   0.376613407 0.33045104    4124.777953            1   81844.75745
#> 26   0.185541306 0.06599981    4538.022216            1   37909.05285
#> 27           NaN        NaN             NA            1    5998.08794
#> 28   0.191782247 0.05746442    1849.490803            1    6786.52873
#> 29  -0.032019063 0.08287905    -260.402209            1    3657.00148
#> 30   0.486827428 0.06904244    4065.664325            1    6777.76254
#> 31  -0.542402350 0.06552277   -4563.557920            1    3397.10995
#> 32  -0.109325951 0.02298511   -4530.097713            1   21152.75074
#> 33   0.247780058 0.02766125    9209.950584            1   32555.61974
#> 34  -0.031825269 0.02288349   -1327.779869            1   11615.53624
#> 35           NaN        NaN             NA            1    1052.41389
#> 36  -0.060959973 0.02129318   -2633.218517            1   19614.62696
#> 37  -0.327443037 0.04670303   -3390.713947            2    8508.82581
#> 38   0.004678352 0.02116647     203.033231            1   12288.95069
#> 39   0.156727528 0.04791446    1659.271806            1    4117.48391
#> 40   0.035530271 0.02439030     142.893944            1     892.80012
#> 41           NaN        NaN  224471.747778            1  460228.85443
#> 42   0.251924783 0.09587826    3139.108602            1    7844.08453
#> 43  -0.053615976 0.02071546   -2348.877722            1   16742.38021
#> 44  -0.022472441 0.02644674    -872.341211            1   19196.74294
#> 45   0.068587741 0.05183326     704.201248            1    1704.72102
#> 46  -0.384485296 0.05507864   -2081.122488            1    1795.35933
#> 47   0.044425676 0.05263346     264.472527            1    2315.56638
#> 48  -0.023315978 0.04947780    -245.423070            1    1866.12191
#> 49  -0.104556150 0.02664584   -1795.422074            1    2543.24416
#> 50  -0.001768187 0.03569435      -5.882205            1    1334.85139
#> 51  -0.108470502 0.02512849   -1916.759955            1    3515.76066
#> 52           NaN        NaN             NA            2    1104.64504
#> 53  -0.019186646 0.02561348    -756.844750            1   10325.88404
#> 54           NaN        NaN             NA            1    2826.70978
#> 55  -0.259382597 0.02560906    -986.051610            1    1258.19244
#> 56  -0.220756166 0.02452270    -864.244477            1     838.40440
#> 57           NaN        NaN             NA            1    1546.86207
#> 58           NaN        NaN             NA            1     648.29522
#> 59  -0.018823504 0.05320362     -24.797162            1     409.65474
#> 60  -0.206697531 0.12547880   -1848.431365            1    5041.80161
#> 61           NaN        NaN             NA            1     798.46830
#> 62  -0.222868101 0.03215538    -766.220798            1     607.05046
#> 63   1.022575819 0.15284711     681.083732            2     441.35441
#> 64  -0.085606077 0.02008142   -3800.692914            1   14876.01983
#> 65  -0.093340405 0.02259788   -3905.784850            1   16754.38026
#> 66   0.063133291 0.02490324     250.930055            1     861.58570
#> 67   0.241264799 0.06032469     290.425309            1     450.69449
#> 68   0.120391920 0.04366533     864.911820            1    1605.99452
#> 69           NaN        NaN             NA            2    1632.17391
#> 70   0.114994242 0.02643596     441.698152            1    1082.61133
#> 71   0.249785021 0.08590139    2663.305063            1    5125.19814
#> 72  -0.034804463 0.02382697    -634.644635            1    2390.03951
#> 73           NaN        NaN             NA            1     965.55726
#> 74   0.120608887 0.02439036     481.706653            1    1265.76653
#> 75  -0.072674960 0.03357142   -1115.069266            1    1751.31673
#> 76   0.206678264 0.03286385    3163.867344            1    2606.15429
#> 77  -0.198480934 0.10444530    -830.991966            1    1976.29336
#> 78           NaN        NaN   -7220.294432            1    4588.27949
#> 79   0.172315003 0.06573908    1559.656334            1    1210.20518
#> 80           NaN        NaN             NA            1    2455.51879
#> 81   0.186017186 0.05279072    1086.091940            1    2018.32504
#> 82  -0.048770619 0.05482918    -284.417098            1    2293.80431
#> 83  -0.149447863 0.03251427   -2315.955250            1    2993.97670
#> 84  -0.095811510 0.07170876    -224.525547            1     943.52355
#> 85  -0.277692106 0.08550893    -681.248811            1     654.38682
#> 86   0.030003559 0.02414225     543.603711            1    2777.12180
#> 87   0.111908988 0.04655631     324.883172            1     739.25271
#> 88  -0.095811510 0.07170876    -224.525547            1     980.70543
#> 89  -0.013206196 0.08760811     -32.429639            1     756.80181
#> 90   0.556591136 0.04444261   15659.678669            1   43407.19242
#> 91  -0.211916054 0.02663268   -8067.624501            1   14549.19500
#> 92   0.135359188 0.02345648    5538.236609            1   16517.20284
#> 93  -0.236272232 0.17063540   -2228.928889            1    3154.34771
#> 94  -0.001587886 0.12147627      -1.384621            1     358.14278
#> 95   0.062346878 0.03471545     210.014245            1    1027.06803
#> 96   0.117263409 0.19867127     165.230602            1    1292.39059
#> 97  -0.052628147 0.03221809    -184.079512            1     797.55023
#> 98  -0.165467282 0.04588277   -1152.867152            1    2064.95758
#> 99  -0.169322639 0.04354540   -1209.285277            1    2025.78004
#> 100          NaN        NaN             NA            1    1047.72463
#> 101  0.126705672 0.15423018     204.670484            1     913.54844
#> 102  0.139569123 0.12019049     548.007790            1    2014.88892
#> 103  0.200678026 0.04298231    2223.902313            1    7179.45998
#> 104          NaN        NaN             NA            1   12726.59949
#> 105  0.310713551 0.02490281   11987.056424            1   13644.25021
#> 106          NaN        NaN             NA            1   10652.00299
#> 107          NaN        NaN             NA            1    2645.79652
#> 108          NaN        NaN             NA            1     901.41690
#> 109          NaN        NaN             NA            1     685.98698
#> 110  0.178542096 0.03673173     668.176244            1    1121.53626
#> 111 -0.189136811 0.02364097   -7654.608842            1   14665.66605
#> 112 -0.102683404 0.05073556   -1063.053027            1    3330.59009
#> 113 -0.219803165 0.03534242   -7286.784026            1   25323.12031
#> 114  0.274385299 0.02413685   10826.566075            1   27824.77734
#> 115 -0.067995988 0.01923900   -3087.974525            1   26446.18361
#> 116 -0.281817179 0.04260825   -3080.061882            1    1197.31373
#> 117 -0.957114939 0.28193985   -2302.433198            1    2170.97186
#> 118  0.286344966 0.02440954    1105.246855            1     967.62292
#> 119 -0.231011773 0.06792780   -3406.140721            1    4253.47829
#> 120 -0.265295559 0.05632629   -1475.001894            1    2287.59154
#> 121 -0.132285430 0.03879226   -1558.293672            1    3802.93264
#> 122 -0.075261612 0.02390212   -3066.591478            1   10743.06217
#> 123 -0.230640119 0.11097191    -433.193195            1     836.41017
#> 124 -0.329199139 0.07479249    -726.881843            1     907.85463
#> 125 -0.270458866 0.02000536  -11662.759382            1   20861.22016
#> 126          NaN        NaN   61467.507834            2   33565.03553
#> 127  0.307566387 0.02265646    5494.075019            1    7409.52724
#> 128  0.013933095 0.15423018      22.587845            1     911.83171
#> 129  0.085011398 0.10071240    1050.585304            1    6256.40438
#> 130  0.017764963 0.02325907     328.009313            1    5847.87594
#> 131  0.044832216 0.03124311     159.283001            1    1190.94373
#> 132 -0.138053752 0.02290749   -2544.387261            1    2833.37085
#> 133 -0.082275625 0.06714458    -893.236695            1    2512.89928
#> 134 -0.033226855 0.08814755     -71.221101            1     854.52164
#> 135 -0.127265776 0.07608307   -1467.160848            1    5228.27833
#> 136          NaN        NaN             NA            1     408.99433
#> 137  0.107400982 0.03548017     356.897132            1     928.14586
#> 138  0.424041448 0.03048584    1423.086236            1     803.51770
#> 139  0.225975814 0.10619459     207.975562            1     392.95581
#> 140  0.224504509 0.03349294     871.447671            1     655.14827
#> 141  0.099768339 0.05003704     671.587186            1    1613.68357
#> 142          NaN        NaN   -9101.474645            1    1884.81412
#> 143 -0.134492890 0.02273832   -2488.995412            1    3119.05682
#> 144 -0.096404398 0.02154493   -4129.541917            1   11398.82949
#> 145          NaN        NaN  -59937.137980            1   26761.00840
#> 146 -0.170156516 0.04927556    -478.273191            1     809.25564
#> 147  0.553968985 0.13283313     895.854145            1     920.38674
#> 148 -0.193128944 0.25374149    -522.428688            1    2284.91900
#> 149  0.422253978 0.06645440    4481.465453            2    2155.42176
#> 150 -0.215651989 0.05250107   -2624.577547            1    5825.67237
#> 151 -0.236918832 0.02589337    -900.687625            1    1422.98622
#> 152 -0.199865257 0.06781978    -552.962951            1     854.64811
#> 153          NaN        NaN             NA            2     381.06843
#> 154  0.510112262 0.11500272     886.607095            1     876.15240
#> 155          NaN        NaN             NA            1     609.84200
#> 156  0.618803854 0.07844134    1500.737004            2     624.30955
#> 157  0.159792676 0.04170221    4911.869666            1   -3851.81955
#> 158  0.010315685 0.21294447     141.145187            2   57914.54438
#> 159  0.654278568 0.08597580    7737.270254            1    6866.98540
#> 160  0.441461355 0.11514900    3600.320526            1    5180.28851
#> 161  0.153929019 0.02222640    2872.428132            1    4729.55598
#> 162 -0.022443129 0.05743642    -367.914771            1    6349.62286
#> 163  0.052993275 0.07477315     264.689014            1    2270.86217
#> 164 -0.177547556 0.05835438   -1702.524058            1    3598.21649
#> 165          NaN        NaN    1076.632117            2     651.35381
#> 166 -0.037484643 0.03045303    -156.017835            1     510.09208
#> 167  0.321317196 0.11527324     235.896734            1     486.60615
#> 168  0.078289893 0.02504165     309.975240            1    1376.16459
#> 169  0.613419295 0.04804447    7263.380041            1    4286.22464
#> 170          NaN        NaN             NA            1     417.39097
#> 171 -0.404409768 0.08956678   -4076.501711            1    5249.51595
#> 172 -0.014548927 0.03783522    -472.239568            1   -3225.69941
#> 173  0.837956895 0.13070168    2788.228275            2    1975.04387
#> 174  0.431192497 0.02912359   15047.892975            1   48295.44720
#> 175          NaN        NaN   61043.931902            2   89112.55113
#> 176  0.267275345 0.01930708   11727.094473            1   21564.28179
#> 177 -0.290726342 0.08270703    -619.884946            1     883.84906
#> 178          NaN        NaN             NA            2     985.98434
#> 179          NaN        NaN             NA            1     890.04590
#> 180 -0.048282269 0.12904070    -314.659840            1    7378.50389
#> 181  0.056552023 0.05779249     550.283187            1    7573.93820
#> 182  0.014936476 0.05272957     255.585543            1    8156.36642
#> 183 -0.001114464 0.07747192     -15.734881            1    5309.38940
#> 184 -0.145894652 0.02322033   -5991.753210            1   13901.89830
#> 185  0.309964229 0.05263182    5043.942171            1    4836.51749
#> 186  0.063153880 0.04144571    1956.874214            1   -3644.99520
#> 187 -0.246846679 0.07807326   -3396.203956            1    5568.28253
#> 188  0.133152905 0.05954518     819.882726            1    1703.57223
#> 189  0.037062785 0.03431959    1262.705540            1   -1763.81123
#> 190  1.232340884 0.23354638    3467.384817            2    2064.77450
#> 191          NaN        NaN             NA            1     980.93495
#> 192 -0.259969949 0.07541002    -588.622071            1    1356.19654
#> 193          NaN        NaN             NA            1     112.56796
#> 194          NaN        NaN             NA            1     338.42483
#> 195 -0.271279326 0.07547991   -3059.244724            1    7810.46290
#> 196  0.073538951 0.02394019    2994.339743            1   25260.29653
#> 197  0.518263942 0.11455308     353.659177            1      13.71937
#> 198 -0.546325432 0.07849737   -5276.076087            1    4501.59930
#> 199          NaN        NaN   84831.053547            1  191287.31148
#> 200  0.036109943 0.08009121      81.188529            1     861.15965
#> 201 -0.053781066 0.03932922    -763.120815            1    2136.91878
#> 202 -0.168899447 0.02942632   -2742.431602            1    6714.55540
#> 203 -0.232615311 0.16918720   -2204.183001            1    8242.38165
#> 204 -0.139873999 0.13765022    -568.572157            1    1777.35049
#> 205 -0.276079551 0.02493468   -1058.150414            1     883.61941
#> 206          NaN        NaN             NA            1    7819.55322
#> 207 -0.075762852 0.08760811    -185.872476            1     571.76951
#> 208 -0.002772935 0.06271896     -35.473926            1    5741.08931
#> 209  0.225991154 0.04744525     643.465940            1    1022.24815
#> 210 -0.026672721 0.03576906    -890.293490            1   -3865.93725
#> 211          NaN        NaN             NA            1     576.33821
#> 212          NaN        NaN             NA            1     343.61377
#> 213  0.007555389 0.09622534      68.595543            1    8673.65066
#> 214 -0.027872931 0.03227932    -436.804036            1    4269.94202
#> 215          NaN        NaN             NA            1    1131.26910
#> 216  0.035778638 0.14252074     143.319710            1    1649.74888
#> 217 -1.058022028 0.20931580   -8082.413973            1    8652.11923
#> 218 -0.065125300 0.04506859    -463.005626            1    2139.46813
#> 219 -0.476808424 0.09078292   -5818.617095            1    3242.48154
#> 220          NaN        NaN             NA            1   13036.48308
#> 221 -0.062981240 0.02167917   -2695.980423            1   15514.14002
#> 222  0.106045894 0.12655589     450.041306            1    1957.67702
#> 223 -0.080938478 0.03499974   -2726.732114            1   -4249.93879
#> 224 -0.220973287 0.07632068   -1073.994256            1    2217.48090
#> 225          NaN        NaN             NA            1    3597.13547
#> 226  0.408462949 0.09221328    1959.316116            1    2090.77081
#> 227 -0.201496816 0.08267114    -944.975555            1    2317.44062
#> 228 -0.202913889 0.14634086   -1683.931801            1   10235.69624
#> 229          NaN        NaN    2781.583157            2     897.61999
#> 230  0.526915470 0.05525429     598.269157            1     311.15934
#> 231  0.007914477 0.06009268      23.466798            1     799.06228
#> 232          NaN        NaN   10562.892939            1    6821.87267
#> 233 -0.232500184 0.10619459    -213.816468            1     480.41293
#> 234  0.071408108 0.05390167      93.216495            1     330.87729
#> 235 -0.479729679 0.14369844    -304.340156            1     378.29983
#> 236          NaN        NaN             NA            2    1964.26764
#> 237 -0.260764761 0.05217735   -1678.021928            1    1694.78474
#> 238 -0.172358814 0.12924639    -144.804646            1     378.89852
#> 239          NaN        NaN             NA            1     769.09003
#> 240          NaN        NaN             NA            1    3608.57592
#> 241 -0.082766295 0.03487851   -2792.902544            1   -3273.69960
#> 242          NaN        NaN   -2033.078225            1     978.38370
#> 243  0.206816179 0.06423018    2553.986192            1    4927.32562
#> 244  1.291563842 0.11007464    8737.813577            1    4789.54004
#> 245          NaN        NaN             NA            1     892.14658
#> 246 -0.040751384 0.02539915    -160.576196            1     891.19349
#> 247          NaN        NaN             NA            1     916.89949
#> 248          NaN        NaN             NA            2     934.80187
#> 249 -0.340920021 0.17897570   -3115.351411            1    5753.02461
#> 250 -0.195096931 0.03181195    -677.246356            1     893.48867
#> 251 -0.659713085 0.11908953   -1322.551322            1    1615.71717
#> 252          NaN        NaN             NA            1    2472.19273
#> 253          NaN        NaN             NA            1     899.27099
#> 254  0.014239888 0.03075108     228.680920            1    2449.24904
#> 255          NaN        NaN    -979.186693            1     318.80762
#> 256  0.206107465 0.02735229    3448.343925            1    2278.28153
#> 257  0.214049688 0.11169473     865.899526            1    2244.86570
#> 258  0.012961172 0.01973417     582.507446            1   14350.84126
#> 259  0.087682894 0.01890056    4011.013634            1   28479.13289
#> 260 -0.112099740 0.02203884   -4741.379969            1   12793.65858
#> 261  0.004707166 0.02459556      18.864198            1     988.96807
#> 262          NaN        NaN             NA            1     905.42260
#> 263          NaN        NaN             NA            1    4088.65108
#> 264 -0.240372254 0.08935142   -2249.037863            1    4236.63666
#> 265          NaN        NaN             NA            1    2313.55330
#> 266 -0.100893298 0.03823014   -1448.858303            1    4685.88896
#> 267  0.375029740 0.05888820    1978.637322            1    2123.07450
#> 268  1.244055032 0.17536199    1492.325585            1     912.54702
#> 269 -0.002513254 0.04054708      -9.072037            1     780.40676
#> 270          NaN        NaN             NA            1    1296.98095
#> 271          NaN        NaN             NA            2     353.04819
#> 272  0.072704928 0.05148081     748.840134            1    1749.58325
#> 273          NaN        NaN    1404.906501            2     846.45302
#> 274 -0.096966703 0.05211862    -991.021715            1    2408.07827
#> 275 -0.208731192 0.02956279   -3362.249288            1    3987.95665
#> 276  0.175820275 0.25374149     475.884889            1    2174.33856
#> 277 -0.134709942 0.02424465   -2415.654090            1    2890.36002
#> 278 -0.042427928 0.02224768    -800.363621            1    3542.40495
#> 279          NaN        NaN             NA            1     923.32598
#> 280 -0.167122272 0.16417758    -107.386514            1     589.72598
#> 281          NaN        NaN   -1349.873289            1     376.63425
#> 282  0.080242546 0.04170221    2477.344594            1   -2035.57702
#> 283 -0.219151146 0.05316348   -1266.155695            1    2156.39440
#> 284          NaN        NaN   -2942.547873            1     879.44280
#> 285 -0.026409296 0.04017748    -370.993152            1    2309.36653
#> 286 -0.360634163 0.06144012    -891.429074            1     836.79778
#> 287  0.025643472 0.02723162      97.637823            1     953.85185
#> 288  0.155328573 0.07004763    1857.547798            1    5860.22721
#> 289  0.238716500 0.03716755    3427.565595            1    2415.20356
#> 290 -0.095811510 0.07170876    -224.525547            1     708.95636
#> 291  0.114095313 0.06225449     138.132237            1     402.76761
#> 292 -0.002498312 0.03193582     -10.161445            1     966.58123
#> 293 -0.183062261 0.05869951   -1128.484107            1    1849.84725
#> 294          NaN        NaN   23056.385989            2  127730.82276
#> 295  0.563693494 0.13892070     926.827761            1    1219.40394
#> 296          NaN        NaN             NA            2     349.08573
#> 297          NaN        NaN             NA            1    2048.66411
#> 298  0.392564035 0.05149079    2455.919086            1    2081.06797
#> 299 -0.020024372 0.09394625    -256.706217            1    2494.19141
#> 300 -1.699338500 0.61807890    -507.446430            1     481.41965
#> 301 -0.109195691 0.05203119   -1344.744843            1    2914.78395
#> 302  0.135764801 0.04142477     416.913157            1    1338.52367
#> 303          NaN        NaN             NA            1     992.64036
#> 304          NaN        NaN             NA            1     347.48188
#> 305 -0.023426272 0.05318538     -30.862574            1     348.89704
#> 306  0.171629313 0.03009367    2755.412893            1    3093.89277
#> 307 -0.210891796 0.06564117    -513.092778            1     829.68272
#> 308 -0.095811510 0.07170876    -224.525547            1    1149.17149
#> 309  0.383382932 0.04091009    4139.694922            1    3865.84290
#> 310 -0.124229687 0.06049429   -1418.466457            1    2168.00378
#> 311  0.887895852 0.07170876    1850.254355            1     707.80878
#> 312  0.569165466 0.07097579    2597.133650            1    2275.06187
#> 313  0.606572106 0.12188545    3852.885598            1    6091.93766
#> 314 -0.075994275 0.06023162    -723.744127            1    1790.83587
#> 315 -0.043166295 0.03284623    -670.355362            1    2487.73523
#> 316  0.574096957 0.05882973    8066.852069            1    6108.10226
#> 317 -1.201970484 0.42555009   -1088.051169            1     860.41574
#> 318  0.815468322 0.07844134    1891.379525            2     475.44612
#> 319  0.092217580 0.04170221    2845.706081            1   10856.00380
#> 320  0.187314648 0.10251180    1641.681661            1    7626.38213
#> 321          NaN        NaN             NA            1    1664.39469
#> 322 -0.050193340 0.02107149   -2180.688660            1   11933.89045
#> 323 -0.155791386 0.12455375    -279.081431            1     903.36253
#> 324  1.484855700 0.26223096     555.255989            1    1029.96833
#> 325          NaN        NaN   16543.312250            2    8596.18814
#> 326 -0.119917443 0.22662217    -988.407047            1    6594.10950
#> 327  0.121739604 0.07170876     285.012819            1     821.64960
#> 328          NaN        NaN             NA            1     409.84343
#> 329 -0.045590437 0.18417412    -160.644198            1    1594.09480
#> 330 -1.972927734 0.43200684    -794.072587            1     386.54040
#> 331 -0.164190411 0.02942303    -685.980607            1     330.00921
#> 332 -0.456705245 0.04650571   -1443.013916            1     481.53771
#> 333  0.710907261 0.06818333    1789.555962            1    1090.31682
#> 334          NaN        NaN             NA            1     374.74737
#> 335 -0.192798088 0.02445046    -760.252128            1    1119.56370
#> 336 -0.169905598 0.12836092    -123.007868            1     145.82258
#> 337 -0.426830548 0.06435620    -473.645905            1     360.87876
#> 338  0.437785078 0.07226013    2330.515593            1    2005.64205
#> 339          NaN        NaN             NA            1    1791.28316
#> 340          NaN        NaN             NA            1     309.83852
#> 341 -0.127295975 0.05382736   -1540.039999            1    3007.29884
#> 342  0.308845218 0.01889443   13532.137419            1   31119.84930
#> 343  0.736627156 0.07878144    6889.235405            1   11902.05017
#> 344 -0.232500184 0.10619459    -213.816468            1     395.03138
#> 345 -0.075330973 0.04773042    -520.126696            1    1574.32296
#> 346  0.146462883 0.02983063    2368.675366            1    3890.26092
#> 347          NaN        NaN             NA            2     625.07100
#> 348          NaN        NaN             NA            2     107.38146
#> 349          NaN        NaN             NA            3     641.70765
#> 350 -0.074549812 0.06479213    -935.449644            1    6003.71069
#> 351 -0.006622760 0.03854982     -21.199900            1     750.26957
#> 352 -0.132773665 0.13672634   -1145.527110            1    9106.47611
#> 353          NaN        NaN             NA            1     394.74835
#> 354 -0.005262120 0.03304357     -21.040734            1     709.21120
#> 355          NaN        NaN             NA            3     389.08770
#> 356  0.082399416 0.08760811     202.118697            1     851.22159
#> 357 -0.179535197 0.05820545   -1111.837938            1    2023.76624
#> 358  0.167233002 0.02120053    7160.035129            1   13861.66284
#> 359          NaN        NaN             NA            2     539.38642
#> 360          NaN        NaN             NA            2     301.91361
#> 361 -0.215037018 0.10619459    -198.153104            1     376.44557
#> 362 -0.182342423 0.12959711   -1609.024092            1    5503.33149
#> 363  0.259246543 0.08760811     629.566600            1     929.27019
#> 364 -0.075762852 0.08760811    -185.872476            1     545.11877
#> 365          NaN        NaN             NA            3    1320.39177
#> 366  0.172036111 0.06344302    2152.387846            1    7126.19694
#> 367          NaN        NaN             NA            3     898.81220
#> 368 -0.814711081 0.21177004   -2532.911668            1    1668.05614
#> 369          NaN        NaN             NA            3     845.89144
#> 370          NaN        NaN             NA            3     903.00017
#> 371          NaN        NaN             NA            1     459.09113
#> 372          NaN        NaN             NA            3     377.86073
#> 373          NaN        NaN             NA            3     684.46408
#> 374          NaN        NaN             NA            2     828.30562
#> 375 -0.280168115 0.03135403   -1107.558084            1     361.22865
#> 376 -0.329813253 0.12527171    -232.761623            1     186.09423
#> 377 -0.221215505 0.07095472    -247.489148            1     382.86098
#> 378 -0.803188612 0.09736844   -6782.470181            1    6285.28633
#> 379          NaN        NaN   -9390.012922            1    4917.54623
#> 380  0.033228729 0.02233431     625.841368            1    3979.07522
#> 381          NaN        NaN             NA            3     505.13113
#> 382  0.142902234 0.04572461     417.690270            1    1281.14422
#> 383          NaN        NaN             NA            1    5557.00913
#> 384          NaN        NaN             NA            1    1683.22577
#> 385          NaN        NaN             NA            1     357.01065
#> 386 -0.292866817 0.04244903   -8806.330608            1   47349.56108
#> 387 -0.065455910 0.01892947   -2997.231638            1   12912.95318
#> 388          NaN        NaN    2058.918620            2    1304.66494
#> 389  0.035853886 0.07296704      83.404939            1     939.62175
#> 390 -0.007010214 0.02950990     -29.660968            1     685.60626
#> 391          NaN        NaN             NA            1     364.08647
#> 392          NaN        NaN             NA            1     551.59110
#> 393          NaN        NaN             NA            2    1938.27132
#> 394  0.045071287 0.03587615    1501.630220            1   -2944.75711
#> 395  0.057700794 0.02270210    1076.702034            1    2986.57550
#> 396          NaN        NaN             NA            2    1033.95356
#> 397 -0.054157825 0.10619459     -50.469953            1     366.06770
#> 398 -0.232500184 0.10619459    -213.816468            1     402.39024
#> 399 -0.167122272 0.16417758    -107.386514            1     231.24729
#> 400          NaN        NaN             NA            1     343.14204
#> 401 -0.387141829 0.06483818   -4510.484481            1    8169.43059
#> 402 -0.111355127 0.04046479   -1553.614165            1    2216.85164
#> 403 -0.031022707 0.03206132    -125.873657            1    1020.26344
#> 404 -0.275281223 0.05023868    -872.763587            1    1240.70315
#> 405  0.074947503 0.03256717     301.058372            1     861.50116
#> 406  0.191027798 0.08760811     466.259581            1     970.00775
#> 407 -0.155066071 0.05206594   -1017.326609            1    1737.07452
#> 408 -0.145762180 0.04249839   -1057.462897            1    2098.64294
#> 409 -0.075762852 0.08760811    -185.872476            1     620.12158
#> 410          NaN        NaN    5409.646554            2    1593.72866
#> 411          NaN        NaN             NA            1    5342.23632
#> 412  1.515335063 0.63468099    5805.987539            1    7567.00719
#> 413          NaN        NaN             NA            1    1743.66513
#> 414          NaN        NaN   10673.058356            1   12561.47533
#> 415 -0.075762852 0.08760811    -185.872476            1     513.51861
#> 416 -0.065024482 0.08760811    -159.567990            1     552.73327
#> 417 -0.107628410 0.02944219    -453.140258            1     545.49950
#> 418 -0.073823130 0.02941320    -311.971209            1     614.02998
#> 419          NaN        NaN             NA            1    1802.24837
#> 420 -0.551649658 0.06089928   -3056.767875            1    1930.76535
#> 421  0.236874577 0.04612492    1623.950004            1    1690.94022
#> 422  0.130435441 0.03415909     509.035353            1     653.24464
#> 423 -0.021091268 0.07210397     -57.086347            1     585.09489
#> 424 -0.007952176 0.03096763     -32.844859            1     532.17413
#> 425          NaN        NaN             NA            2    1263.92737
#> 426          NaN        NaN             NA            2   -3841.93716
#> 427          NaN        NaN             NA            3    1607.27603
#> 428          NaN        NaN             NA            2    7448.90526
#>         estimate       BrStud      Bdffits       Bhii BleaveOutResid Strata_N
#> 1     2792.00000 -1.803644064 -0.243000830 0.01782795  -14508.329295       63
#> 2    11319.00000 -0.851544470 -0.114364585 0.01771760   -7002.991611       63
#> 3    32854.00000 -0.150473966 -0.020003040 0.01736448   -1245.129175       63
#> 4    42362.00000 -1.102649897 -0.155159543 0.01941630   -9036.202571       63
#> 5     3278.00000  0.845395433  0.231215954 0.06959646    1343.134344       35
#> 6      853.00000  0.951478555  0.175641589 0.03295368     479.525756       40
#> 7     1531.00000  0.696946145  0.165029213 0.05309222     692.410342       21
#> 8      103.00000 -0.156149649 -0.058880086 0.12448536     -62.501548       15
#> 9     2226.00000 -0.062404605 -0.019808107 0.09152996     -90.490856       21
#> 10    2512.00000  0.091128541  0.016887759 0.03320250     278.490779       53
#> 11    6721.00000 -0.048967855 -0.013160761 0.06736750    -195.602610       23
#> 12   10538.00000  6.073534242          NaN        NaN    8439.880725       21
#> 13       0.00000 -1.295483623 -0.203815181 0.02415408   -1127.753567       60
#> 14     474.00000 -1.195302510 -0.167384734 0.01923278   -3575.318759       53
#> 15    1507.00000 -0.027306369 -0.007945510 0.07805831     -85.259258       31
#> 16    5491.00000 -0.093103545 -0.021465219 0.05047150    -286.403174       31
#> 17     331.00000 -0.580435607 -0.303888012 0.21513614    -636.108487       21
#> 18     811.00000 -0.016103168 -0.009358974 0.25249290     -18.261481       21
#> 19    9867.00000  1.223205301  0.329019218 0.06746941    3696.504983       31
#> 20   22914.00000  0.750625738  0.101188488 0.01784818    6182.435196       63
#> 21    9635.00000  0.732655991  0.260053807 0.11189039    2307.955354       31
#> 22    7751.00000  0.218817658  0.059381227 0.06859201     873.598931       23
#> 23   10648.00000  1.174823088  0.398944480 0.10339107    3628.109150       31
#> 24   14146.00000 -0.030407119 -0.004131182 0.01812403    -251.757229       63
#> 25   97383.00000  1.990394304  0.346207521 0.02936636   16008.349484       63
#> 26   53067.00000  1.925881089  0.257803870 0.01760381   15429.566260       63
#> 27       0.00000 -2.242635178 -0.545646056 0.05588918   -6353.160903       31
#> 28    4400.00000 -0.840469753 -0.246959187 0.07947690   -2592.578844       31
#> 29    1353.00000 -0.791369412 -0.150873853 0.03507230   -2387.745194       31
#> 30   11010.00000  1.533864986  0.449752840 0.07916872    4596.105224       31
#> 31    2809.00000 -0.200078326 -0.039384495 0.03730270    -610.898094       31
#> 32   23871.00000  0.334597905  0.044639735 0.01748778    2766.631510       63
#> 33   41227.00000  1.077395883  0.142969834 0.01730443    8824.075833       63
#> 34    9878.00000 -0.213860420 -0.029360459 0.01849931   -1770.285290       63
#> 35     400.00000 -0.229412235 -0.075811837 0.09845306    -723.660481       31
#> 36   23717.00000  0.505660537  0.067677872 0.01759805    4175.860024       63
#> 37     112.00000 -2.648121214          NaN        NaN   -8396.825809       31
#> 38   13445.00000  0.142249519  0.019476876 0.01840223    1177.722027       63
#> 39    4830.00000  0.241988627  0.044947079 0.03334900     737.097556       31
#> 40    1245.00000  0.408446291  0.064773123 0.02453199     361.057338       60
#> 41  455113.00000 -1.488071490 -3.147727418 0.81733565  -28006.857329       63
#> 42   10354.00000  0.699924685  0.250696902 0.11370362    2831.914391       23
#> 43   23153.00000  0.792944266  0.106924376 0.01785839    6527.184782       63
#> 44    7146.00000 -1.512470122 -0.202625657 0.01763152  -12267.029276       63
#> 45    3649.00000  0.679684523  0.192173689 0.07402404    2099.707846       31
#> 46     616.00000 -1.215165749 -1.124991761 0.46152383   -2190.179240       21
#> 47    2657.00000  0.260400915  0.085058123 0.09640918     377.863093       21
#> 48    2904.00000  0.359618137  0.097796648 0.06886188    1114.633870       31
#> 49    1440.00000 -0.373061446 -0.064284266 0.02883640   -1136.002383       53
#> 50    1537.00000  0.240190444  0.067307190 0.07280832     218.022462       60
#> 51    1500.00000 -0.680887918 -0.098003965 0.02029694   -2057.522055       53
#> 52     801.57418 -0.345840927          NaN        NaN    -303.070856       60
#> 53    7919.00000 -0.296388470 -0.040910511 0.01869609   -2452.740694       63
#> 54      10.00000 -0.958329232 -0.154913693 0.02546522   -2890.312225       53
#> 55       0.00000 -1.510965955 -0.350869640 0.05116499   -1326.039232       60
#> 56     309.00000 -0.617460909 -0.111148514 0.03138622    -546.558816       60
#> 57     742.00000 -0.554445409 -0.201222765 0.11638564    -910.874819       35
#> 58     409.00000 -0.373140157 -0.065148253 0.02958153    -246.589719       47
#> 59     569.00000  0.325329512  0.074176611 0.04941708     167.628991       40
#> 60    1909.00000 -0.771059693 -0.246029350 0.09240393   -3451.757571       19
#> 61     830.00000  0.036764266  0.007327150 0.03820336      32.784161       60
#> 62       0.00000 -0.732363727 -0.232925047 0.09186098    -668.455435       60
#> 63    1828.00000  2.660085130          NaN        NaN    1386.645586       40
#> 64   20635.00000  0.711632800  0.096525128 0.01806556    5864.933460       63
#> 65    7666.00000 -1.130707899 -0.152464662 0.01785715   -9253.623625       63
#> 66    1256.00000  0.458448428  0.077984942 0.02812238     405.827129       60
#> 67     742.00000  0.626776777  0.248296152 0.13564569     337.020942       40
#> 68    3199.00000  1.097509045  0.337677794 0.08647839    1743.807113       35
#> 69    1598.41840 -0.021353618          NaN        NaN     -33.755505       35
#> 70    1721.00000  0.742484572  0.112843292 0.02257664     653.134246       60
#> 71    7149.00000  0.491485186  0.153507070 0.08888139    2221.227654       19
#> 72    4099.00000  0.579674720  0.103613898 0.03096056    1763.561329       53
#> 73       0.00000 -1.129548887 -0.160321017 0.01974735    -985.008569       60
#> 74    1576.00000  0.365031454  0.086403867 0.05305549     327.615256       60
#> 75    1535.00000 -0.073551783 -0.015419783 0.04210076    -225.824095       53
#> 76    5721.00000  1.063414688  0.180572832 0.02802556    3204.658060       53
#> 77     824.00000 -0.940625786 -0.427434208 0.17115125   -1390.233581       21
#> 78    1803.00000 -0.961559682 -0.181853823 0.03453266   -2884.902842       31
#> 79    3715.00000  0.889551612  0.283186724 0.09201952    2758.643923       31
#> 80    1433.00000 -0.351275148 -0.083088420 0.05298385   -1079.726879       31
#> 81    3384.00000  1.097523914  0.421698746 0.12863954    1567.290492       21
#> 82    1961.00000 -0.251897135 -0.075690848 0.08281294    -362.853259       21
#> 83     445.00000 -0.865027926 -0.135114814 0.02381646   -2611.165405       53
#> 84       0.00000 -1.103655726 -0.160326374 0.02066680    -963.434658       60
#> 85    1097.00000  0.693372151  0.120148685 0.02915123     455.903325       47
#> 86    5303.00000  0.858046837  0.140197518 0.02600258    2593.310981       53
#> 87     801.00000  0.072484246  0.016819541 0.05109337      65.072036       60
#> 88       0.00000 -1.147522963 -0.161328780 0.01938210   -1000.089258       60
#> 89     140.00000 -0.971180382 -0.160130523 0.02646667    -633.570308       47
#> 90   56116.00000  1.599254339  0.217544620 0.01816766   12943.969192       63
#> 91       0.00000 -1.844149621 -0.250415875 0.01810492  -14817.463923       63
#> 92   15997.00000 -0.063983553 -0.008633602 0.01788179    -529.674372       63
#> 93    2624.00000 -0.148100355 -0.059103672 0.13738348    -614.812831       23
#> 94    1145.00000  1.672219809  0.348258553 0.04156975     820.985372       40
#> 95    1726.00000  0.812563523  0.114936340 0.01961537     712.916089       60
#> 96    2957.00000  2.045430685  0.517374635 0.06013225    1771.110256       60
#> 97    1291.00000  0.577333866  0.115336059 0.03837785     513.143094       60
#> 98     690.00000 -0.940625973 -0.285566786 0.08439018   -1501.685042       35
#> 99    1208.00000 -0.548653162 -0.148966635 0.06865804    -878.066352       35
#> 100    106.00000 -1.101331352 -0.158832511 0.02037523    -961.311573       60
#> 101    260.00000 -0.716473290 -0.249730825 0.10832993    -732.948729       21
#> 102   3835.00000  1.510534866  0.588445594 0.13176193    2096.327194       21
#> 103   7781.00000  0.211011929  0.068108254 0.09435078     664.208625       31
#> 104   5406.00000 -0.907305955 -0.124018879 0.01834124   -7457.377015       63
#> 105  20942.00000  0.904374515  0.123196802 0.01821868    7433.172408       63
#> 106   4783.00000 -0.725573216 -0.100011304 0.01864498   -5980.509445       63
#> 107     16.00000 -0.913206240 -0.206965501 0.04885456   -2764.873183       31
#> 108   1216.00000  0.334091612  0.092816800 0.07165269     338.863586       21
#> 109    304.00000 -0.596811209 -0.100184304 0.02740670    -392.750990       47
#> 110   1873.00000  1.231279779  0.379288386 0.08666718     822.770978       47
#> 111   2934.00000 -1.471183281 -0.199691603 0.01809078  -11947.811319       63
#> 112   2043.00000 -0.439447250 -0.087362788 0.03801944   -1338.478291       31
#> 113  29885.00000  0.562520642  0.074616954 0.01729111    4642.147596       63
#> 114  20503.00000 -0.906940222 -0.120139516 0.01724486   -7450.255988       63
#> 115  14068.00000 -1.555045454 -0.206106413 0.01726370  -12595.630777       63
#> 116    781.00000 -0.145827982 -0.046566405 0.09253259    -458.764392       31
#> 117   2501.00000  0.245853906  0.058360302 0.05334254     348.624662       21
#> 118   2201.00000  1.454821601  0.206153974 0.01968474    1258.143307       60
#> 119   3876.00000 -0.101745321 -0.028901636 0.07466466    -407.936753       23
#> 120   1232.00000 -0.812147409 -0.238501844 0.07939398   -1146.626803       21
#> 121   2907.00000 -0.304610877 -0.057336572 0.03421778    -927.675645       31
#> 122   7164.00000 -0.441145023 -0.060782945 0.01863087   -3647.009121       63
#> 123   1143.00000  0.346220989  0.161406444 0.17853522     373.223344       21
#> 124      0.00000 -0.998073452 -0.311763161 0.08889792    -996.435694       21
#> 125  12781.00000 -1.002658766 -0.133843043 0.01750712   -8224.202259       63
#> 126  72675.00000  4.769006870          NaN        NaN   39109.964475       63
#> 127   9812.00000  0.835644776  0.232207454 0.07168132    2587.982785       53
#> 128    106.00000 -0.887181668 -0.299096784 0.10205792    -897.420589       21
#> 129   6103.00000 -0.040807014 -0.009398815 0.05037650    -161.542317       23
#> 130   4926.00000 -0.312533017 -0.059189153 0.03462490    -954.940666       53
#> 131   1600.00000  0.477682909  0.093321797 0.03676373     424.668676       60
#> 132   2033.00000 -0.269984424 -0.043580896 0.02539473    -821.225657       53
#> 133    265.00000 -0.763711790 -0.132545337 0.02924029   -2315.608339       53
#> 134    447.00000 -0.439964336 -0.144498228 0.09736488    -451.479927       21
#> 135   3801.00000 -0.344441597 -0.104827924 0.08477194   -1559.478326       19
#> 136      0.00000 -0.843309516 -0.190619568 0.04860935    -429.891060       40
#> 137   1015.00000  0.100412320  0.014912865 0.02158107      88.769892       60
#> 138   2806.00000  2.475201625  0.486928452 0.03725796    2079.978044       60
#> 139    377.00000 -0.032267744 -0.006111732 0.03463251     -16.528225       40
#> 140   1587.00000  1.495422899  0.258892824 0.02909958     959.780952       47
#> 141   2287.00000  0.454453505  0.136801461 0.08308658     734.329340       35
#> 142      0.00000 -1.274204629 -0.248422390 0.03661857   -1956.456770       35
#> 143   2037.00000 -0.364732704 -0.055648009 0.02274868   -1107.245184       53
#> 144   8696.00000 -0.332873193 -0.045739816 0.01853137   -2753.862345       63
#> 145  23978.00000 -0.342545978 -0.045393514 0.01725796   -2831.880876       63
#> 146      0.00000 -0.951223648 -0.184384396 0.03621297    -839.662305       60
#> 147   2438.00000  1.821342285  0.725231895 0.13685330    1758.233285       21
#> 148    370.00000 -1.546852581 -0.449872930 0.07798645   -2076.888146       21
#> 149  11348.00000  3.037889496          NaN        NaN    9192.578243       53
#> 150   4156.00000 -0.567231956 -0.106832557 0.03425686   -1728.899012       53
#> 151    387.00000 -1.272364352 -0.434817057 0.10457317   -1156.974731       60
#> 152   1072.00000  0.339216475  0.061600618 0.03192460     224.519587       47
#> 153    903.16607  1.039003220          NaN        NaN     522.097640       40
#> 154   1088.00000  0.222287131  0.052291788 0.05243798     223.571223       21
#> 155    784.00000  0.271796088  0.050208927 0.03299912     180.101176       47
#> 156   3053.00000  3.717878240          NaN        NaN    2428.690450       47
#> 157   4103.00000  0.989022608  0.147651518 0.02180170    8132.113424       63
#> 158  78937.00000  2.558970737          NaN        NaN   21022.455620       63
#> 159  14448.00000  2.298898799  0.611545989 0.06608827    8117.485129       23
#> 160  11708.00000  2.317945645  0.374994491 0.02550486    6698.557257       53
#> 161   6981.00000  0.761911806  0.113270733 0.02162379    2301.204796       53
#> 162   6404.00000  0.014477245  0.003393288 0.05207663      57.364493       23
#> 163   3191.00000  0.701247064  0.194169016 0.07120913     990.683546       21
#> 164   1007.00000 -0.892969951 -0.171310199 0.03549737   -2686.583126       31
#> 165   1879.00000  3.156816733          NaN        NaN    1227.646191       15
#> 166    696.00000  0.292383279  0.065299432 0.04750887     195.180734       47
#> 167    455.00000 -0.089234031 -0.030929362 0.10725296     -35.403258       15
#> 168   1512.00000  0.162576204  0.050116815 0.08678160     148.743619       60
#> 169   8749.00000  1.535488238  0.217087020 0.01959655    4551.978418       53
#> 170     45.00000 -0.771058306 -0.195230244 0.06024675    -396.264627       40
#> 171    863.00000 -1.095293473 -0.331593685 0.08395885   -4788.557758       19
#> 172    739.00000  0.489625548  0.072798281 0.02162809    4052.343848       63
#> 173   5848.00000  2.667125765          NaN        NaN    3872.956133       21
#> 174  47888.00000 -0.050139862 -0.006956754 0.01888713    -415.290855       63
#> 175 138672.00000  5.997482582          NaN        NaN   49559.448869       63
#> 176  28370.00000  0.842254705  0.112282563 0.01746173    6926.669833       63
#> 177      0.00000 -0.949112680 -0.217993667 0.05011012    -930.475292       21
#> 178   5084.00000  4.688376866          NaN        NaN    4098.015659       60
#> 179    566.00000 -0.375751986 -0.059935601 0.02481165    -332.290582       60
#> 180      0.00000 -3.000061623 -1.014827405 0.10267693   -8222.795229       31
#> 181   7220.00000 -0.125273099 -0.044348761 0.11137002    -398.296489       31
#> 182   6665.00000 -0.417495084 -0.164760417 0.13475426   -1723.633359       23
#> 183   5484.00000  0.046375431  0.010341933 0.04737503     183.294165       23
#> 184  22687.00000  1.092330152  0.148662951 0.01818558    8947.823019       63
#> 185  11144.00000  1.823732054  0.442517597 0.05560244    6678.842474       23
#> 186   1386.00000  0.622174146  0.092758811 0.02174398    5142.820564       63
#> 187   2357.00000 -0.868821437 -0.189942494 0.04561491   -3364.766047       23
#> 188   2196.00000  0.326229655  0.076342886 0.05192006     519.394781       35
#> 189   4214.00000  0.740144751  0.109021574 0.02123585    6107.509371       63
#> 190   7117.00000  3.182860427          NaN        NaN    5052.225497       35
#> 191      0.00000 -1.147796420 -0.161350830 0.01937823   -1000.319373       60
#> 192   1491.00000  0.160729168  0.047340366 0.07982590     146.497776       60
#> 193    178.00000  0.189260901  0.078508055 0.14680906      76.690970       15
#> 194     15.00000 -0.670857210 -0.181406446 0.06813909    -347.074149       40
#> 195   5125.00000 -0.649328251 -0.178181131 0.07002695   -2887.678189       19
#> 196  13044.00000 -1.533855778 -0.203473224 0.01729297  -12431.270087       63
#> 197    563.00000  1.976417089  1.026676840 0.21250075     697.499885       15
#> 198   2689.00000 -0.611729710 -0.088188437 0.02035967   -1850.270196       53
#> 199 205308.00000  1.891727145  0.733834088 0.13079758   16130.521678       63
#> 200    674.00000 -0.198981049 -0.057696461 0.07755592    -202.895390       21
#> 201   1531.00000 -0.205334454 -0.039067072 0.03493453    -627.852509       53
#> 202    262.00000 -2.324258481 -0.546945405 0.05247012   -6809.870077       53
#> 203   6421.00000 -0.512928339 -0.207853362 0.14104875   -2120.471502       23
#> 204      0.00000 -1.198341343 -0.238237444 0.03802109   -1847.598182       35
#> 205    169.00000 -0.833593104 -0.134823202 0.02549215    -733.313131       60
#> 206    829.00000 -2.593502207 -0.790784992 0.08506194   -7640.466092       53
#> 207      0.00000 -0.903864868 -0.178596981 0.03757576    -594.093011       47
#> 208   6358.00000  0.147085083  0.039837823 0.06834534     662.166702       19
#> 209   1092.00000  0.080551577  0.011358605 0.01949625      71.138787       60
#> 210   1371.00000  0.647853702  0.096727261 0.02180565    5353.677679       63
#> 211    633.00000  0.088526434  0.017343651 0.03696389      58.836617       47
#> 212     25.00000 -0.657660718 -0.165505618 0.05955975    -338.792142       40
#> 213   8113.00000 -0.198712557 -0.072616619 0.11781034    -635.521682       53
#> 214   5161.00000  0.299730779  0.042331017 0.01955589     908.830976       53
#> 215   1435.00000  0.352634715  0.059379853 0.02757307     312.343155       60
#> 216    572.00000 -0.726190101 -0.197241080 0.06870397   -1157.257035       35
#> 217   2162.00000 -2.044514570 -0.938290935 0.17397532   -7857.052446       23
#> 218   2002.00000 -0.094486716 -0.035304220 0.12250564    -156.659845       35
#> 219      0.00000 -0.921580322 -0.357915337 0.13106363   -3731.552350       23
#> 220   7228.00000 -0.717893052 -0.098013146 0.01829904   -5916.754017       63
#> 221   9927.00000 -0.690185564 -0.093420066 0.01799136   -5689.501877       63
#> 222   4074.00000  1.452109324  0.327411823 0.04837871    2223.913010       35
#> 223      0.00000  0.525099211  0.078598101 0.02191384    4345.157881       63
#> 224    846.00000 -1.055626027 -0.254799489 0.05505341   -1451.384564       21
#> 225      0.00000 -1.013536638 -0.352500336 0.10790715   -4032.243364       23
#> 226   2720.00000  0.427615859  0.139653279 0.09637871     696.341702       35
#> 227   2169.00000 -0.113097795 -0.037215268 0.09769805    -164.513246       21
#> 228   8647.00000 -0.413550786 -0.213636432 0.21065041   -2012.664947       19
#> 229   4004.00000  3.545627248          NaN        NaN    3106.380009       60
#> 230   1303.00000  2.299938102  0.896317826 0.13185169    1142.478359       40
#> 231   1542.00000  1.177835794  0.199401540 0.02786220     764.230875       47
#> 232  14126.00000  2.677127051  0.646797232 0.05515188    7730.477727       53
#> 233      0.00000 -1.120134218 -0.633539553 0.24236393    -634.094591       40
#> 234    658.00000  0.684078022  0.205322828 0.08264221     356.592285       40
#> 235    387.00000  0.024248824  0.007376348 0.08469670       9.505237       15
#> 236  12094.00000  6.485230476          NaN        NaN   10129.732364       35
#> 237      0.00000 -1.150068779 -0.275519027 0.05427744   -1792.052772       35
#> 238   1048.00000  1.395386189  0.250785347 0.03129026     690.714105       40
#> 239   2397.00000  1.978550843  0.425390587 0.04418308    1703.160874       60
#> 240    397.00000 -0.899617338 -0.311763590 0.10722084   -3597.279214       23
#> 241      0.00000  0.404012311  0.060087892 0.02164128    3346.113771       63
#> 242      0.00000 -1.593780972 -0.365839518 0.05005226   -1029.934235       47
#> 243   8456.00000  0.875757033  0.287892146 0.09752735    3910.006995       19
#> 244  11700.00000  1.863162691  0.635229196 0.10413612    7713.738741       19
#> 245      0.00000 -0.961451428 -0.233353038 0.05563065    -944.700898       21
#> 246   1079.00000  0.217552508  0.034617177 0.02469425     192.561674       60
#> 247    285.00000 -0.734783331 -0.111203704 0.02239159    -646.372797       60
#> 248    208.42510 -0.830264909          NaN        NaN    -726.376776       60
#> 249   5772.00000  0.005034628  0.001099805 0.04554616      19.880893       23
#> 250     94.00000 -0.933758639 -0.147866376 0.02446320    -819.537171       60
#> 251    758.00000 -1.685547042 -1.215235582 0.34202020   -1303.561561       47
#> 252   1895.00000 -0.195072811 -0.034185178 0.02979515    -594.918417       53
#> 253      0.00000 -0.975780770 -0.261525600 0.06701882    -963.868312       21
#> 254   3038.00000  0.199015033  0.035068195 0.03011449     607.031403       53
#> 255      0.00000 -0.929949801 -0.281801143 0.08410329    -348.082500       15
#> 256   8526.00000  2.217329794  0.407321569 0.03264380    6458.550063       53
#> 257   2281.00000  0.026983845  0.006904356 0.06144658      38.499994       21
#> 258  24205.00000  1.228665283  0.166953813 0.01812925   10036.105804       63
#> 259  22851.00000 -0.695026215 -0.092059178 0.01724164   -5726.873583       63
#> 260   7486.00000 -0.655498734 -0.089576668 0.01833204   -5406.775795       63
#> 261   1064.00000  0.086640279  0.012146128 0.01927452      76.506554       60
#> 262    405.00000 -0.537137561 -0.160315313 0.08179359    -545.000117       21
#> 263   3423.00000 -0.180223715 -0.053806340 0.08183927    -724.983170       23
#> 264   5817.00000  0.532624773  0.075074024 0.01948018    1611.760733       53
#> 265   1780.00000 -0.407862986 -0.132180414 0.09504566    -589.591404       21
#> 266    932.00000 -1.283775758 -0.189594409 0.02134530   -3835.764487       53
#> 267   3974.00000  1.474839178  0.384414209 0.06361561    1976.672746       21
#> 268   3098.00000  2.870154017  0.981131478 0.10462791    2440.832159       21
#> 269    601.00000 -0.279148544 -0.046559093 0.02706585    -184.397636       47
#> 270    461.00000 -0.996627160 -0.254948821 0.06142027    -890.687203       60
#> 271   1101.62003  1.478556249          NaN        NaN     748.571837       40
#> 272   3714.00000  0.686292648  0.191953454 0.07255407    2118.093018       31
#> 273   3436.00000  2.558147006          NaN        NaN    2589.546979       21
#> 274   2024.00000 -0.131764647 -0.031508582 0.05408914    -406.040662       31
#> 275   2111.00000 -0.633256919 -0.088675691 0.01923161   -1913.761365       53
#> 276   1115.00000 -0.803280411 -0.190184512 0.05307980   -1118.720002       21
#> 277   2432.00000 -0.154492165 -0.024640956 0.02480803    -470.020300       53
#> 278   3288.00000 -0.085531201 -0.012275728 0.02018321    -259.645426       53
#> 279    554.00000 -0.427804193 -0.064034629 0.02191376    -377.600633       60
#> 280      0.00000 -2.081380201 -0.889707314 0.15449297    -697.482053       15
#> 281      0.00000 -0.768137103 -0.138598343 0.03153006    -388.896173       40
#> 282   1770.00000  0.469816676  0.069321868 0.02130738    3888.429239       63
#> 283   1287.00000 -0.655697060 -0.158454436 0.05517636    -920.165808       21
#> 284   2093.00000  1.335203488  0.308135882 0.05056554    1278.189546       21
#> 285   1862.00000 -0.151357241 -0.027592391 0.03216428    -462.233954       53
#> 286   1061.00000  0.260696214  0.047116481 0.03163130     231.525682       60
#> 287    980.00000  0.030205480  0.004334679 0.02017853      26.686647       60
#> 288   7244.00000  0.330375061  0.087456312 0.06548673    1480.741718       19
#> 289   5687.00000  1.119852271  0.198952216 0.03059711    3375.063632       53
#> 290      0.00000 -0.841685230 -0.210705488 0.05897315    -753.385902       60
#> 291    958.00000  1.152612842  0.241027631 0.04189663     579.511988       40
#> 292   1105.00000  0.217608484  0.048746232 0.04778226     145.364621       47
#> 293   1765.00000 -0.055594438 -0.010528394 0.03462252     -87.890232       35
#> 294  77340.00000 -6.021481168          NaN        NaN  -50390.822763       63
#> 295   3297.00000  2.588170026  0.544174320 0.04233542    2169.440233       60
#> 296    318.21004 -0.060843228          NaN        NaN     -30.875693       40
#> 297     14.00000 -1.415266355 -0.410171351 0.07748666   -2205.566058       35
#> 298   3938.00000  1.294067210  0.411227360 0.09172116    2044.451495       35
#> 299   5014.00000  0.736888081  0.359066386 0.19187735    3118.101689       23
#> 300   1070.00000  1.991890979  0.684219530 0.10554079     658.029276       15
#> 301    388.00000 -0.857717146 -0.136115772 0.02456557   -2590.419066       53
#> 302   2042.00000  0.841925038  0.237977512 0.07398489     759.681268       60
#> 303      2.00000 -1.159383343 -0.162417990 0.01924747   -1010.081875       60
#> 304      0.00000 -0.716074615 -0.170919760 0.05390191    -367.278915       40
#> 305    564.00000  0.440428769  0.103139845 0.05198940     226.899314       40
#> 306   5541.00000  0.829588622  0.127150028 0.02295214    2504.592996       53
#> 307   1462.00000  0.739243239  0.136018021 0.03274603     653.724149       60
#> 308      0.00000 -1.359072942 -0.238912012 0.02997595   -1184.683504       60
#> 309   7918.00000  1.425987621  0.267272442 0.03393767    4194.508957       31
#> 310      0.00000 -0.738254073 -0.139375552 0.03441532   -2245.275671       53
#> 311   1926.00000  1.467370419  0.368381337 0.05928872    1294.968233       60
#> 312   5310.00000  2.775943774  0.779702838 0.07312378    3274.372642       21
#> 313  12273.00000  2.328005882  0.579028018 0.05825893    6563.441432       31
#> 314   1835.00000  0.015285556  0.004232980 0.07122623      47.551007       31
#> 315   2014.00000 -0.160069546 -0.027947277 0.02958153    -488.176232       53
#> 316  14395.00000  2.551144274  0.574038827 0.04819062    8706.467790       23
#> 317   2009.00000  1.278345851  0.375708853 0.07951058    1247.797357       21
#> 318   3413.00000  4.447791640          NaN        NaN    2937.553883       47
#> 319   2123.00000 -1.085954836 -0.149556530 0.01861347   -8898.638331       63
#> 320   9687.00000  0.718088999  0.209687307 0.07856889    2236.323301       53
#> 321   3978.00000  1.614414824  0.420675021 0.06358183    2470.696725       35
#> 322  23850.00000  1.495532693  0.205056253 0.01845293   12140.130532       63
#> 323      0.00000 -0.985684580 -0.283364138 0.07633575    -978.020452       21
#> 324   1291.00000  1.255528921  1.669866307 0.63884930     722.777701       15
#> 325  25837.00000  4.240395573          NaN        NaN   17240.811856       23
#> 326   3302.00000 -0.897548325 -0.222165865 0.05773160   -3493.812914       23
#> 327    473.00000 -0.406311570 -0.076299443 0.03406226    -360.944176       60
#> 328      0.00000 -0.845577887 -0.193275635 0.04965123    -431.255814       40
#> 329      0.00000 -1.101754360 -0.350601616 0.09195313   -1755.520408       35
#> 330   1379.00000  2.159541938  0.393118488 0.03207491    1025.347524       40
#> 331    297.00000 -0.053177090 -0.017162514 0.09433645     -36.447539       47
#> 332      0.00000 -0.764977336 -0.181264707 0.05316243    -508.574788       47
#> 333   3258.00000  4.264586767  1.233922834 0.07725126    2349.158637       47
#> 334      0.00000 -0.764358000 -0.138738044 0.03189481    -387.093649       40
#> 335    331.00000 -0.921595218 -0.151066361 0.02616616    -809.751791       60
#> 336     85.00000 -0.174157406 -0.067291880 0.12990038     -69.903006       15
#> 337    405.00000  0.089448704  0.018061999 0.03917663      45.920236       40
#> 338   5225.00000  2.357078577  0.604570680 0.06172701    3431.152760       35
#> 339    607.00000 -0.403154325 -0.083672153 0.04129562   -1235.295447       53
#> 340      0.00000 -0.667280548 -0.264440189 0.13573313    -358.498668       40
#> 341    132.00000 -0.977744117 -0.152324669 0.02369600   -2945.085602       53
#> 342  32268.00000  0.141195532  0.018715399 0.01726602    1168.322983       63
#> 343  13906.00000  0.802902297  0.527024679 0.30111977    2867.372309       53
#> 344      0.00000 -0.808316350 -0.155824094 0.03583106    -409.711792       40
#> 345   1226.00000 -0.236834479 -0.079668886 0.10165543    -387.738707       35
#> 346   5188.00000  0.436917801  0.061271526 0.01928679    1323.260523       53
#> 347    169.58854 -0.697283641          NaN        NaN    -455.482460       47
#> 348    129.60255  0.058248707          NaN        NaN      22.221089       15
#> 349    641.70765           NA          NaN        NaN             NA       60
#> 350   5115.00000 -0.211391220 -0.054591816 0.06252327    -947.981596       19
#> 351    594.00000 -0.183239926 -0.041344832 0.04844364    -164.225236       60
#> 352   8888.00000 -0.053763786 -0.020465365 0.12655896    -250.132631       19
#> 353     22.00000 -0.761710227 -0.146469105 0.03565694    -386.530859       40
#> 354   1127.00000  0.653141699  0.108065490 0.02664588     429.225901       47
#> 355    389.08770           NA          NaN        NaN             NA       40
#> 356    354.00000 -0.781327358 -0.141142006 0.03160100    -513.447027       47
#> 357   1770.00000 -0.169303171 -0.045705700 0.06792963    -272.260813       35
#> 358  20207.00000  0.784912708  0.106839686 0.01819071    6462.901924       63
#> 359    538.02910 -0.003591555          NaN        NaN      -1.357324       15
#> 360    848.90713  1.026118277          NaN        NaN     546.993524       40
#> 361     14.00000 -0.738655858 -0.133343777 0.03155978    -374.257038       40
#> 362   2027.00000 -0.851104089 -0.242575756 0.07512948   -3758.722334       19
#> 363    744.00000 -0.290439089 -0.060325091 0.04135643    -193.262851       47
#> 364      0.00000 -0.862611729 -0.179458886 0.04148564    -568.712163       47
#> 365   1320.39177           NA          NaN        NaN             NA       60
#> 366   8214.00000  0.258234429  0.063733457 0.05741523    1154.063900       19
#> 367    898.81220           NA          NaN        NaN             NA       47
#> 368   2327.00000  0.439700392  0.113400415 0.06236614     702.773104       35
#> 369    845.89144           NA          NaN        NaN             NA       47
#> 370    903.00017           NA          NaN        NaN             NA       47
#> 371   1529.00000  2.573949999  1.131828531 0.16202816    1276.783789       40
#> 372    377.86073           NA          NaN        NaN             NA       40
#> 373    684.46408           NA          NaN        NaN             NA       47
#> 374    636.93584 -0.217485956          NaN        NaN    -191.369773       60
#> 375     22.00000 -0.545776990 -0.165613652 0.08431555    -370.464572       47
#> 376      0.00000 -0.535162480 -0.190939566 0.11292287    -209.783594       15
#> 377    147.00000 -0.478051206 -0.086059042 0.03139013    -243.504616       40
#> 378   1959.00000 -1.505091426 -0.318196213 0.04278332   -4519.652058       53
#> 379   2793.00000 -0.719020615 -0.110368625 0.02301943   -2174.604380       53
#> 380   4907.00000  0.312104589  0.043706047 0.01923307     946.121605       53
#> 381    505.13113           NA          NaN        NaN             NA       40
#> 382   2105.00000  0.979568557  0.240969837 0.05706099     873.710566       60
#> 383   9559.00000  1.378234564  0.243031378 0.03015644    4126.429294       53
#> 384   3177.00000  0.509601414  0.108683246 0.04350572    1561.717884       53
#> 385      0.00000 -0.731655093 -0.154433778 0.04265221    -372.916356       40
#> 386  31866.00000 -1.971350586 -0.272370963 0.01873189  -15779.134057       63
#> 387  15689.00000  0.341871725  0.046697087 0.01831576    2827.840888       63
#> 388   4104.00000  4.044628386          NaN        NaN    2799.335065       47
#> 389   2090.00000  1.353980224  0.197712310 0.02087756    1174.907456       60
#> 390    891.00000  0.319752506  0.053691831 0.02742285     211.185037       47
#> 391      0.00000 -0.744106717 -0.145388967 0.03677235    -377.985899       40
#> 392      0.00000 -0.872609063 -0.179236994 0.04048263    -574.863063       47
#> 393   3766.93177  1.173934400          NaN        NaN    1828.660444       35
#> 394   3622.00000  0.814036515  0.120812368 0.02155128    6711.396298       63
#> 395   5510.00000  0.856256149  0.133939030 0.02388407    2585.168843       53
#> 396   1854.80849  0.938869055          NaN        NaN     820.854933       60
#> 397    146.00000 -0.446769775 -0.085717810 0.03550382    -228.168554       40
#> 398      0.00000 -0.826231242 -0.172012610 0.04154228    -419.830971       40
#> 399      0.00000 -0.665170274 -0.219803668 0.09844557    -256.498421       15
#> 400    225.00000 -0.242401893 -0.061400598 0.06029284    -125.722192       40
#> 401   1766.00000 -1.673764712 -0.498267223 0.08140652   -6970.907938       19
#> 402    712.00000 -0.510753196 -0.095261274 0.03361707   -1557.200145       53
#> 403    997.00000 -0.036766242 -0.009208485 0.05902756     -24.722764       47
#> 404    591.00000 -1.085648590 -0.419563220 0.12994589    -746.738787       47
#> 405   1061.00000  0.311382052  0.057161514 0.03260064     206.221803       47
#> 406    595.00000 -0.592298810 -0.133621263 0.04842954    -394.093523       47
#> 407    629.00000 -0.737255545 -0.158736107 0.04430324   -1159.441533       35
#> 408    969.00000 -0.775482376 -0.258912291 0.10029133   -1255.565241       35
#> 409      0.00000 -0.979395732 -0.177976872 0.03196693    -640.599578       47
#> 410   8367.00000  4.251808201          NaN        NaN    6773.271341       35
#> 411   1913.00000 -0.841611700 -0.249092827 0.08054343   -3729.633832       19
#> 412  17871.00000  3.162197487  0.828082612 0.06417474   11010.594875       19
#> 413   1708.00000 -0.023470511 -0.004978743 0.04306047     -37.269996       35
#> 414  14343.00000  0.577798233  0.561906949 0.48605938    3466.401769       19
#> 415      0.00000 -0.813970876 -0.180511995 0.04687531    -538.773793       47
#> 416     24.00000 -0.835633792 -0.171258582 0.04030919    -550.941264       47
#> 417    530.00000 -0.024269663 -0.005045286 0.04142569     -16.169322       47
#> 418    653.00000  0.060743349  0.011145129 0.03256815      40.281930       47
#> 419   2742.00000  0.620609144  0.119424345 0.03570740     974.550287       35
#> 420      0.00000 -1.311806523 -0.277521024 0.04283880   -2017.178868       35
#> 421   4038.00000  1.632263344  0.395127743 0.05535577    2484.596526       35
#> 422   1667.00000  1.636601118  0.283985374 0.02922959    1044.279216       47
#> 423   1569.00000  1.590710464  0.306685888 0.03583892    1020.477941       47
#> 424   1048.00000  0.816267391  0.174272037 0.04359458     539.338094       47
#> 425   1394.91053  0.190759528          NaN        NaN     130.983157       47
#> 426    -90.48924  0.456446856          NaN        NaN    3751.447917       63
#> 427   1607.27603           NA          NaN        NaN             NA       35
#> 428  19083.00000  2.681453724          NaN        NaN   11634.094736       19
#>     Strata_AnImputed Strata_AestimateYHat Strata_y Strata_Acoef Strata_AcoefB
#> 1                  1                   NA  2033686   -604.03385     1.2838615
#> 2                  1                   NA  2033686   -604.03385     1.2838615
#> 3                  1                   NA  2033686   -604.03385     1.2838615
#> 4                  1                   NA  2033686   -604.03385     1.2838615
#> 5                  2                   NA    80875    131.05769     0.7228378
#> 6                  4                   NA    13997    191.11032     0.3716366
#> 7                  0                   NA    21086     86.89588     0.7871245
#> 8                  2                   NA     6011     89.75606     0.3557723
#> 9                  0                   NA    57945    759.86685     0.5753252
#> 10                 0                   NA   219433   1098.26069     0.6136038
#> 11                 0                   NA   150654   3872.62269     0.3875788
#> 12                 0                   NA    57945    759.86685     0.5753252
#> 13                 4                   NA    61014    208.42510     0.4510639
#> 14                 0                   NA   219433   1098.26069     0.6136038
#> 15                 0                   NA   125085    274.05591     0.8964384
#> 16                 0                   NA   125085    274.05591     0.8964384
#> 17                 0                   NA    21086     86.89588     0.7871245
#> 18                 0                   NA    21086     86.89588     0.7871245
#> 19                 0                   NA   125085    274.05591     0.8964384
#> 20                 1                   NA  2033686   -604.03385     1.2838615
#> 21                 0                   NA   125085    274.05591     0.8964384
#> 22                 0                   NA   150654   3872.62269     0.3875788
#> 23                 0                   NA   125085    274.05591     0.8964384
#> 24                 1                   NA  2033686   -604.03385     1.2838615
#> 25                 1                   NA  2033686   -604.03385     1.2838615
#> 26                 1                   NA  2033686   -604.03385     1.2838615
#> 27                 0                   NA   125085    274.05591     0.8964384
#> 28                 0                   NA   125085    274.05591     0.8964384
#> 29                 0                   NA   125085    274.05591     0.8964384
#> 30                 0                   NA   125085    274.05591     0.8964384
#> 31                 0                   NA   125085    274.05591     0.8964384
#> 32                 1                   NA  2033686   -604.03385     1.2838615
#> 33                 1                   NA  2033686   -604.03385     1.2838615
#> 34                 1                   NA  2033686   -604.03385     1.2838615
#> 35                 0                   NA   125085    274.05591     0.8964384
#> 36                 1                   NA  2033686   -604.03385     1.2838615
#> 37                 0                   NA   125085    274.05591     0.8964384
#> 38                 1                   NA  2033686   -604.03385     1.2838615
#> 39                 0                   NA   125085    274.05591     0.8964384
#> 40                 4                   NA    61014    208.42510     0.4510639
#> 41                 1                   NA  2033686   -604.03385     1.2838615
#> 42                 0                   NA   150654   3872.62269     0.3875788
#> 43                 1                   NA  2033686   -604.03385     1.2838615
#> 44                 1                   NA  2033686   -604.03385     1.2838615
#> 45                 0                   NA   125085    274.05591     0.8964384
#> 46                 0                   NA    57945    759.86685     0.5753252
#> 47                 0                   NA    57945    759.86685     0.5753252
#> 48                 0                   NA   125085    274.05591     0.8964384
#> 49                 0                   NA   219433   1098.26069     0.6136038
#> 50                 4                   NA    61014    208.42510     0.4510639
#> 51                 0                   NA   219433   1098.26069     0.6136038
#> 52                 4                   NA    61014    208.42510     0.4510639
#> 53                 1                   NA  2033686   -604.03385     1.2838615
#> 54                 0                   NA   219433   1098.26069     0.6136038
#> 55                 4                   NA    61014    208.42510     0.4510639
#> 56                 4                   NA    61014    208.42510     0.4510639
#> 57                 2                   NA    80875    131.05769     0.7228378
#> 58                 2                   NA    38599    169.58854     0.5001314
#> 59                 4                   NA    13997    191.11032     0.3716366
#> 60                 0                   NA   140472   1747.09734     0.7258755
#> 61                 4                   NA    61014    208.42510     0.4510639
#> 62                 4                   NA    61014    208.42510     0.4510639
#> 63                 4                   NA    13997    191.11032     0.3716366
#> 64                 1                   NA  2033686   -604.03385     1.2838615
#> 65                 1                   NA  2033686   -604.03385     1.2838615
#> 66                 4                   NA    61014    208.42510     0.4510639
#> 67                 4                   NA    13997    191.11032     0.3716366
#> 68                 2                   NA    80875    131.05769     0.7228378
#> 69                 2                   NA    80875    131.05769     0.7228378
#> 70                 4                   NA    61014    208.42510     0.4510639
#> 71                 0                   NA   140472   1747.09734     0.7258755
#> 72                 0                   NA   219433   1098.26069     0.6136038
#> 73                 4                   NA    61014    208.42510     0.4510639
#> 74                 4                   NA    61014    208.42510     0.4510639
#> 75                 0                   NA   219433   1098.26069     0.6136038
#> 76                 0                   NA   219433   1098.26069     0.6136038
#> 77                 0                   NA    57945    759.86685     0.5753252
#> 78                 0                   NA   125085    274.05591     0.8964384
#> 79                 0                   NA   125085    274.05591     0.8964384
#> 80                 0                   NA   125085    274.05591     0.8964384
#> 81                 0                   NA    57945    759.86685     0.5753252
#> 82                 0                   NA    57945    759.86685     0.5753252
#> 83                 0                   NA   219433   1098.26069     0.6136038
#> 84                 4                   NA    61014    208.42510     0.4510639
#> 85                 2                   NA    38599    169.58854     0.5001314
#> 86                 0                   NA   219433   1098.26069     0.6136038
#> 87                 4                   NA    61014    208.42510     0.4510639
#> 88                 4                   NA    61014    208.42510     0.4510639
#> 89                 2                   NA    38599    169.58854     0.5001314
#> 90                 1                   NA  2033686   -604.03385     1.2838615
#> 91                 1                   NA  2033686   -604.03385     1.2838615
#> 92                 1                   NA  2033686   -604.03385     1.2838615
#> 93                 0                   NA   150654   3872.62269     0.3875788
#> 94                 4                   NA    13997    191.11032     0.3716366
#> 95                 4                   NA    61014    208.42510     0.4510639
#> 96                 4                   NA    61014    208.42510     0.4510639
#> 97                 4                   NA    61014    208.42510     0.4510639
#> 98                 2                   NA    80875    131.05769     0.7228378
#> 99                 2                   NA    80875    131.05769     0.7228378
#> 100                4                   NA    61014    208.42510     0.4510639
#> 101                0                   NA    21086     86.89588     0.7871245
#> 102                0                   NA    57945    759.86685     0.5753252
#> 103                0                   NA   125085    274.05591     0.8964384
#> 104                1                   NA  2033686   -604.03385     1.2838615
#> 105                1                   NA  2033686   -604.03385     1.2838615
#> 106                1                   NA  2033686   -604.03385     1.2838615
#> 107                0                   NA   125085    274.05591     0.8964384
#> 108                0                   NA    21086     86.89588     0.7871245
#> 109                2                   NA    38599    169.58854     0.5001314
#> 110                2                   NA    38599    169.58854     0.5001314
#> 111                1                   NA  2033686   -604.03385     1.2838615
#> 112                0                   NA   125085    274.05591     0.8964384
#> 113                1                   NA  2033686   -604.03385     1.2838615
#> 114                1                   NA  2033686   -604.03385     1.2838615
#> 115                1                   NA  2033686   -604.03385     1.2838615
#> 116                0                   NA   125085    274.05591     0.8964384
#> 117                0                   NA    57945    759.86685     0.5753252
#> 118                4                   NA    61014    208.42510     0.4510639
#> 119                0                   NA   150654   3872.62269     0.3875788
#> 120                0                   NA    57945    759.86685     0.5753252
#> 121                0                   NA   125085    274.05591     0.8964384
#> 122                1                   NA  2033686   -604.03385     1.2838615
#> 123                0                   NA    21086     86.89588     0.7871245
#> 124                0                   NA    21086     86.89588     0.7871245
#> 125                1                   NA  2033686   -604.03385     1.2838615
#> 126                1                   NA  2033686   -604.03385     1.2838615
#> 127                0                   NA   219433   1098.26069     0.6136038
#> 128                0                   NA    21086     86.89588     0.7871245
#> 129                0                   NA   150654   3872.62269     0.3875788
#> 130                0                   NA   219433   1098.26069     0.6136038
#> 131                4                   NA    61014    208.42510     0.4510639
#> 132                0                   NA   219433   1098.26069     0.6136038
#> 133                0                   NA   219433   1098.26069     0.6136038
#> 134                0                   NA    21086     86.89588     0.7871245
#> 135                0                   NA   140472   1747.09734     0.7258755
#> 136                4                   NA    13997    191.11032     0.3716366
#> 137                4                   NA    61014    208.42510     0.4510639
#> 138                4                   NA    61014    208.42510     0.4510639
#> 139                4                   NA    13997    191.11032     0.3716366
#> 140                2                   NA    38599    169.58854     0.5001314
#> 141                2                   NA    80875    131.05769     0.7228378
#> 142                2                   NA    80875    131.05769     0.7228378
#> 143                0                   NA   219433   1098.26069     0.6136038
#> 144                1                   NA  2033686   -604.03385     1.2838615
#> 145                1                   NA  2033686   -604.03385     1.2838615
#> 146                4                   NA    61014    208.42510     0.4510639
#> 147                0                   NA    21086     86.89588     0.7871245
#> 148                0                   NA    57945    759.86685     0.5753252
#> 149                0                   NA   219433   1098.26069     0.6136038
#> 150                0                   NA   219433   1098.26069     0.6136038
#> 151                4                   NA    61014    208.42510     0.4510639
#> 152                2                   NA    38599    169.58854     0.5001314
#> 153                4                   NA    13997    191.11032     0.3716366
#> 154                0                   NA    21086     86.89588     0.7871245
#> 155                2                   NA    38599    169.58854     0.5001314
#> 156                2                   NA    38599    169.58854     0.5001314
#> 157                1                   NA  2033686   -604.03385     1.2838615
#> 158                1                   NA  2033686   -604.03385     1.2838615
#> 159                0                   NA   150654   3872.62269     0.3875788
#> 160                0                   NA   219433   1098.26069     0.6136038
#> 161                0                   NA   219433   1098.26069     0.6136038
#> 162                0                   NA   150654   3872.62269     0.3875788
#> 163                0                   NA    57945    759.86685     0.5753252
#> 164                0                   NA   125085    274.05591     0.8964384
#> 165                2                   NA     6011     89.75606     0.3557723
#> 166                2                   NA    38599    169.58854     0.5001314
#> 167                2                   NA     6011     89.75606     0.3557723
#> 168                4                   NA    61014    208.42510     0.4510639
#> 169                0                   NA   219433   1098.26069     0.6136038
#> 170                4                   NA    13997    191.11032     0.3716366
#> 171                0                   NA   140472   1747.09734     0.7258755
#> 172                1                   NA  2033686   -604.03385     1.2838615
#> 173                0                   NA    57945    759.86685     0.5753252
#> 174                1                   NA  2033686   -604.03385     1.2838615
#> 175                1                   NA  2033686   -604.03385     1.2838615
#> 176                1                   NA  2033686   -604.03385     1.2838615
#> 177                0                   NA    21086     86.89588     0.7871245
#> 178                4                   NA    61014    208.42510     0.4510639
#> 179                4                   NA    61014    208.42510     0.4510639
#> 180                0                   NA   125085    274.05591     0.8964384
#> 181                0                   NA   125085    274.05591     0.8964384
#> 182                0                   NA   150654   3872.62269     0.3875788
#> 183                0                   NA   150654   3872.62269     0.3875788
#> 184                1                   NA  2033686   -604.03385     1.2838615
#> 185                0                   NA   150654   3872.62269     0.3875788
#> 186                1                   NA  2033686   -604.03385     1.2838615
#> 187                0                   NA   150654   3872.62269     0.3875788
#> 188                2                   NA    80875    131.05769     0.7228378
#> 189                1                   NA  2033686   -604.03385     1.2838615
#> 190                2                   NA    80875    131.05769     0.7228378
#> 191                4                   NA    61014    208.42510     0.4510639
#> 192                4                   NA    61014    208.42510     0.4510639
#> 193                2                   NA     6011     89.75606     0.3557723
#> 194                4                   NA    13997    191.11032     0.3716366
#> 195                0                   NA   140472   1747.09734     0.7258755
#> 196                1                   NA  2033686   -604.03385     1.2838615
#> 197                2                   NA     6011     89.75606     0.3557723
#> 198                0                   NA   219433   1098.26069     0.6136038
#> 199                1                   NA  2033686   -604.03385     1.2838615
#> 200                0                   NA    21086     86.89588     0.7871245
#> 201                0                   NA   219433   1098.26069     0.6136038
#> 202                0                   NA   219433   1098.26069     0.6136038
#> 203                0                   NA   150654   3872.62269     0.3875788
#> 204                2                   NA    80875    131.05769     0.7228378
#> 205                4                   NA    61014    208.42510     0.4510639
#> 206                0                   NA   219433   1098.26069     0.6136038
#> 207                2                   NA    38599    169.58854     0.5001314
#> 208                0                   NA   140472   1747.09734     0.7258755
#> 209                4                   NA    61014    208.42510     0.4510639
#> 210                1                   NA  2033686   -604.03385     1.2838615
#> 211                2                   NA    38599    169.58854     0.5001314
#> 212                4                   NA    13997    191.11032     0.3716366
#> 213                0                   NA   219433   1098.26069     0.6136038
#> 214                0                   NA   219433   1098.26069     0.6136038
#> 215                4                   NA    61014    208.42510     0.4510639
#> 216                2                   NA    80875    131.05769     0.7228378
#> 217                0                   NA   150654   3872.62269     0.3875788
#> 218                2                   NA    80875    131.05769     0.7228378
#> 219                0                   NA   150654   3872.62269     0.3875788
#> 220                1                   NA  2033686   -604.03385     1.2838615
#> 221                1                   NA  2033686   -604.03385     1.2838615
#> 222                2                   NA    80875    131.05769     0.7228378
#> 223                1                   NA  2033686   -604.03385     1.2838615
#> 224                0                   NA    57945    759.86685     0.5753252
#> 225                0                   NA   150654   3872.62269     0.3875788
#> 226                2                   NA    80875    131.05769     0.7228378
#> 227                0                   NA    57945    759.86685     0.5753252
#> 228                0                   NA   140472   1747.09734     0.7258755
#> 229                4                   NA    61014    208.42510     0.4510639
#> 230                4                   NA    13997    191.11032     0.3716366
#> 231                2                   NA    38599    169.58854     0.5001314
#> 232                0                   NA   219433   1098.26069     0.6136038
#> 233                4                   NA    13997    191.11032     0.3716366
#> 234                4                   NA    13997    191.11032     0.3716366
#> 235                2                   NA     6011     89.75606     0.3557723
#> 236                2                   NA    80875    131.05769     0.7228378
#> 237                2                   NA    80875    131.05769     0.7228378
#> 238                4                   NA    13997    191.11032     0.3716366
#> 239                4                   NA    61014    208.42510     0.4510639
#> 240                0                   NA   150654   3872.62269     0.3875788
#> 241                1                   NA  2033686   -604.03385     1.2838615
#> 242                2                   NA    38599    169.58854     0.5001314
#> 243                0                   NA   140472   1747.09734     0.7258755
#> 244                0                   NA   140472   1747.09734     0.7258755
#> 245                0                   NA    21086     86.89588     0.7871245
#> 246                4                   NA    61014    208.42510     0.4510639
#> 247                4                   NA    61014    208.42510     0.4510639
#> 248                4                   NA    61014    208.42510     0.4510639
#> 249                0                   NA   150654   3872.62269     0.3875788
#> 250                4                   NA    61014    208.42510     0.4510639
#> 251                2                   NA    38599    169.58854     0.5001314
#> 252                0                   NA   219433   1098.26069     0.6136038
#> 253                0                   NA    21086     86.89588     0.7871245
#> 254                0                   NA   219433   1098.26069     0.6136038
#> 255                2                   NA     6011     89.75606     0.3557723
#> 256                0                   NA   219433   1098.26069     0.6136038
#> 257                0                   NA    57945    759.86685     0.5753252
#> 258                1                   NA  2033686   -604.03385     1.2838615
#> 259                1                   NA  2033686   -604.03385     1.2838615
#> 260                1                   NA  2033686   -604.03385     1.2838615
#> 261                4                   NA    61014    208.42510     0.4510639
#> 262                0                   NA    21086     86.89588     0.7871245
#> 263                0                   NA   150654   3872.62269     0.3875788
#> 264                0                   NA   219433   1098.26069     0.6136038
#> 265                0                   NA    57945    759.86685     0.5753252
#> 266                0                   NA   219433   1098.26069     0.6136038
#> 267                0                   NA    57945    759.86685     0.5753252
#> 268                0                   NA    21086     86.89588     0.7871245
#> 269                2                   NA    38599    169.58854     0.5001314
#> 270                4                   NA    61014    208.42510     0.4510639
#> 271                4                   NA    13997    191.11032     0.3716366
#> 272                0                   NA   125085    274.05591     0.8964384
#> 273                0                   NA    21086     86.89588     0.7871245
#> 274                0                   NA   125085    274.05591     0.8964384
#> 275                0                   NA   219433   1098.26069     0.6136038
#> 276                0                   NA    57945    759.86685     0.5753252
#> 277                0                   NA   219433   1098.26069     0.6136038
#> 278                0                   NA   219433   1098.26069     0.6136038
#> 279                4                   NA    61014    208.42510     0.4510639
#> 280                2                   NA     6011     89.75606     0.3557723
#> 281                4                   NA    13997    191.11032     0.3716366
#> 282                1                   NA  2033686   -604.03385     1.2838615
#> 283                0                   NA    57945    759.86685     0.5753252
#> 284                0                   NA    21086     86.89588     0.7871245
#> 285                0                   NA   219433   1098.26069     0.6136038
#> 286                4                   NA    61014    208.42510     0.4510639
#> 287                4                   NA    61014    208.42510     0.4510639
#> 288                0                   NA   140472   1747.09734     0.7258755
#> 289                0                   NA   219433   1098.26069     0.6136038
#> 290                4                   NA    61014    208.42510     0.4510639
#> 291                4                   NA    13997    191.11032     0.3716366
#> 292                2                   NA    38599    169.58854     0.5001314
#> 293                2                   NA    80875    131.05769     0.7228378
#> 294                1                   NA  2033686   -604.03385     1.2838615
#> 295                4                   NA    61014    208.42510     0.4510639
#> 296                4                   NA    13997    191.11032     0.3716366
#> 297                2                   NA    80875    131.05769     0.7228378
#> 298                2                   NA    80875    131.05769     0.7228378
#> 299                0                   NA   150654   3872.62269     0.3875788
#> 300                2                   NA     6011     89.75606     0.3557723
#> 301                0                   NA   219433   1098.26069     0.6136038
#> 302                4                   NA    61014    208.42510     0.4510639
#> 303                4                   NA    61014    208.42510     0.4510639
#> 304                4                   NA    13997    191.11032     0.3716366
#> 305                4                   NA    13997    191.11032     0.3716366
#> 306                0                   NA   219433   1098.26069     0.6136038
#> 307                4                   NA    61014    208.42510     0.4510639
#> 308                4                   NA    61014    208.42510     0.4510639
#> 309                0                   NA   125085    274.05591     0.8964384
#> 310                0                   NA   219433   1098.26069     0.6136038
#> 311                4                   NA    61014    208.42510     0.4510639
#> 312                0                   NA    57945    759.86685     0.5753252
#> 313                0                   NA   125085    274.05591     0.8964384
#> 314                0                   NA   125085    274.05591     0.8964384
#> 315                0                   NA   219433   1098.26069     0.6136038
#> 316                0                   NA   150654   3872.62269     0.3875788
#> 317                0                   NA    21086     86.89588     0.7871245
#> 318                2                   NA    38599    169.58854     0.5001314
#> 319                1                   NA  2033686   -604.03385     1.2838615
#> 320                0                   NA   219433   1098.26069     0.6136038
#> 321                2                   NA    80875    131.05769     0.7228378
#> 322                1                   NA  2033686   -604.03385     1.2838615
#> 323                0                   NA    21086     86.89588     0.7871245
#> 324                2                   NA     6011     89.75606     0.3557723
#> 325                0                   NA   150654   3872.62269     0.3875788
#> 326                0                   NA   150654   3872.62269     0.3875788
#> 327                4                   NA    61014    208.42510     0.4510639
#> 328                4                   NA    13997    191.11032     0.3716366
#> 329                2                   NA    80875    131.05769     0.7228378
#> 330                4                   NA    13997    191.11032     0.3716366
#> 331                2                   NA    38599    169.58854     0.5001314
#> 332                2                   NA    38599    169.58854     0.5001314
#> 333                2                   NA    38599    169.58854     0.5001314
#> 334                4                   NA    13997    191.11032     0.3716366
#> 335                4                   NA    61014    208.42510     0.4510639
#> 336                2                   NA     6011     89.75606     0.3557723
#> 337                4                   NA    13997    191.11032     0.3716366
#> 338                2                   NA    80875    131.05769     0.7228378
#> 339                0                   NA   219433   1098.26069     0.6136038
#> 340                4                   NA    13997    191.11032     0.3716366
#> 341                0                   NA   219433   1098.26069     0.6136038
#> 342                1                   NA  2033686   -604.03385     1.2838615
#> 343                0                   NA   219433   1098.26069     0.6136038
#> 344                4                   NA    13997    191.11032     0.3716366
#> 345                2                   NA    80875    131.05769     0.7228378
#> 346                0                   NA   219433   1098.26069     0.6136038
#> 347                2                   NA    38599    169.58854     0.5001314
#> 348                2                   NA     6011     89.75606     0.3557723
#> 349                4                   NA    61014    208.42510     0.4510639
#> 350                0                   NA   140472   1747.09734     0.7258755
#> 351                4                   NA    61014    208.42510     0.4510639
#> 352                0                   NA   140472   1747.09734     0.7258755
#> 353                4                   NA    13997    191.11032     0.3716366
#> 354                2                   NA    38599    169.58854     0.5001314
#> 355                4                   NA    13997    191.11032     0.3716366
#> 356                2                   NA    38599    169.58854     0.5001314
#> 357                2                   NA    80875    131.05769     0.7228378
#> 358                1                   NA  2033686   -604.03385     1.2838615
#> 359                2                   NA     6011     89.75606     0.3557723
#> 360                4                   NA    13997    191.11032     0.3716366
#> 361                4                   NA    13997    191.11032     0.3716366
#> 362                0                   NA   140472   1747.09734     0.7258755
#> 363                2                   NA    38599    169.58854     0.5001314
#> 364                2                   NA    38599    169.58854     0.5001314
#> 365                4                   NA    61014    208.42510     0.4510639
#> 366                0                   NA   140472   1747.09734     0.7258755
#> 367                2                   NA    38599    169.58854     0.5001314
#> 368                2                   NA    80875    131.05769     0.7228378
#> 369                2                   NA    38599    169.58854     0.5001314
#> 370                2                   NA    38599    169.58854     0.5001314
#> 371                4                   NA    13997    191.11032     0.3716366
#> 372                4                   NA    13997    191.11032     0.3716366
#> 373                2                   NA    38599    169.58854     0.5001314
#> 374                4                   NA    61014    208.42510     0.4510639
#> 375                2                   NA    38599    169.58854     0.5001314
#> 376                2                   NA     6011     89.75606     0.3557723
#> 377                4                   NA    13997    191.11032     0.3716366
#> 378                0                   NA   219433   1098.26069     0.6136038
#> 379                0                   NA   219433   1098.26069     0.6136038
#> 380                0                   NA   219433   1098.26069     0.6136038
#> 381                4                   NA    13997    191.11032     0.3716366
#> 382                4                   NA    61014    208.42510     0.4510639
#> 383                0                   NA   219433   1098.26069     0.6136038
#> 384                0                   NA   219433   1098.26069     0.6136038
#> 385                4                   NA    13997    191.11032     0.3716366
#> 386                1                   NA  2033686   -604.03385     1.2838615
#> 387                1                   NA  2033686   -604.03385     1.2838615
#> 388                2                   NA    38599    169.58854     0.5001314
#> 389                4                   NA    61014    208.42510     0.4510639
#> 390                2                   NA    38599    169.58854     0.5001314
#> 391                4                   NA    13997    191.11032     0.3716366
#> 392                2                   NA    38599    169.58854     0.5001314
#> 393                2                   NA    80875    131.05769     0.7228378
#> 394                1                   NA  2033686   -604.03385     1.2838615
#> 395                0                   NA   219433   1098.26069     0.6136038
#> 396                4                   NA    61014    208.42510     0.4510639
#> 397                4                   NA    13997    191.11032     0.3716366
#> 398                4                   NA    13997    191.11032     0.3716366
#> 399                2                   NA     6011     89.75606     0.3557723
#> 400                4                   NA    13997    191.11032     0.3716366
#> 401                0                   NA   140472   1747.09734     0.7258755
#> 402                0                   NA   219433   1098.26069     0.6136038
#> 403                2                   NA    38599    169.58854     0.5001314
#> 404                2                   NA    38599    169.58854     0.5001314
#> 405                2                   NA    38599    169.58854     0.5001314
#> 406                2                   NA    38599    169.58854     0.5001314
#> 407                2                   NA    80875    131.05769     0.7228378
#> 408                2                   NA    80875    131.05769     0.7228378
#> 409                2                   NA    38599    169.58854     0.5001314
#> 410                2                   NA    80875    131.05769     0.7228378
#> 411                0                   NA   140472   1747.09734     0.7258755
#> 412                0                   NA   140472   1747.09734     0.7258755
#> 413                2                   NA    80875    131.05769     0.7228378
#> 414                0                   NA   140472   1747.09734     0.7258755
#> 415                2                   NA    38599    169.58854     0.5001314
#> 416                2                   NA    38599    169.58854     0.5001314
#> 417                2                   NA    38599    169.58854     0.5001314
#> 418                2                   NA    38599    169.58854     0.5001314
#> 419                2                   NA    80875    131.05769     0.7228378
#> 420                2                   NA    80875    131.05769     0.7228378
#> 421                2                   NA    80875    131.05769     0.7228378
#> 422                2                   NA    38599    169.58854     0.5001314
#> 423                2                   NA    38599    169.58854     0.5001314
#> 424                2                   NA    38599    169.58854     0.5001314
#> 425                2                   NA    38599    169.58854     0.5001314
#> 426                1                   NA  2033686   -604.03385     1.2838615
#> 427                2                   NA    80875    131.05769     0.7228378
#> 428                0                   NA   140472   1747.09734     0.7258755
#>     Strata_AnModel Strata_AsigmaHat Strata_AseEstimate Strata_AseRobust
#> 1               53        6251.7673          6377.2954        5432.4988
#> 2               53        6251.7673          6377.2954        5432.4988
#> 3               53        6251.7673          6377.2954        5432.4988
#> 4               53        6251.7673          6377.2954        5432.4988
#> 5               24        1477.7436          2196.4887        2773.5269
#> 6               19         294.8446           655.5807         905.9828
#> 7               15         611.7164             0.0000           0.0000
#> 8               10         246.0045           381.9351         429.2043
#> 9               19        1326.4614             0.0000           0.0000
#> 10              45        2783.4087             0.0000           0.0000
#> 11              19        3812.4591             0.0000           0.0000
#> 12              19        1326.4614             0.0000           0.0000
#> 13              41         620.3999          1307.2285        1356.9134
#> 14              45        2783.4087             0.0000           0.0000
#> 15              26        2292.5763             0.0000           0.0000
#> 16              26        2292.5763             0.0000           0.0000
#> 17              15         611.7164             0.0000           0.0000
#> 18              15         611.7164             0.0000           0.0000
#> 19              26        2292.5763             0.0000           0.0000
#> 20              53        6251.7673          6377.2954        5432.4988
#> 21              26        2292.5763             0.0000           0.0000
#> 22              19        3812.4591             0.0000           0.0000
#> 23              26        2292.5763             0.0000           0.0000
#> 24              53        6251.7673          6377.2954        5432.4988
#> 25              53        6251.7673          6377.2954        5432.4988
#> 26              53        6251.7673          6377.2954        5432.4988
#> 27              26        2292.5763             0.0000           0.0000
#> 28              26        2292.5763             0.0000           0.0000
#> 29              26        2292.5763             0.0000           0.0000
#> 30              26        2292.5763             0.0000           0.0000
#> 31              26        2292.5763             0.0000           0.0000
#> 32              53        6251.7673          6377.2954        5432.4988
#> 33              53        6251.7673          6377.2954        5432.4988
#> 34              53        6251.7673          6377.2954        5432.4988
#> 35              26        2292.5763             0.0000           0.0000
#> 36              53        6251.7673          6377.2954        5432.4988
#> 37              26        2292.5763             0.0000           0.0000
#> 38              53        6251.7673          6377.2954        5432.4988
#> 39              26        2292.5763             0.0000           0.0000
#> 40              41         620.3999          1307.2285        1356.9134
#> 41              53        6251.7673          6377.2954        5432.4988
#> 42              19        3812.4591             0.0000           0.0000
#> 43              53        6251.7673          6377.2954        5432.4988
#> 44              53        6251.7673          6377.2954        5432.4988
#> 45              26        2292.5763             0.0000           0.0000
#> 46              19        1326.4614             0.0000           0.0000
#> 47              19        1326.4614             0.0000           0.0000
#> 48              26        2292.5763             0.0000           0.0000
#> 49              45        2783.4087             0.0000           0.0000
#> 50              41         620.3999          1307.2285        1356.9134
#> 51              45        2783.4087             0.0000           0.0000
#> 52              41         620.3999          1307.2285        1356.9134
#> 53              53        6251.7673          6377.2954        5432.4988
#> 54              45        2783.4087             0.0000           0.0000
#> 55              41         620.3999          1307.2285        1356.9134
#> 56              41         620.3999          1307.2285        1356.9134
#> 57              24        1477.7436          2196.4887        2773.5269
#> 58              34         715.4102          1043.7625         919.4276
#> 59              19         294.8446           655.5807         905.9828
#> 60              16        3087.2976             0.0000           0.0000
#> 61              41         620.3999          1307.2285        1356.9134
#> 62              41         620.3999          1307.2285        1356.9134
#> 63              19         294.8446           655.5807         905.9828
#> 64              53        6251.7673          6377.2954        5432.4988
#> 65              53        6251.7673          6377.2954        5432.4988
#> 66              41         620.3999          1307.2285        1356.9134
#> 67              19         294.8446           655.5807         905.9828
#> 68              24        1477.7436          2196.4887        2773.5269
#> 69              24        1477.7436          2196.4887        2773.5269
#> 70              41         620.3999          1307.2285        1356.9134
#> 71              16        3087.2976             0.0000           0.0000
#> 72              45        2783.4087             0.0000           0.0000
#> 73              41         620.3999          1307.2285        1356.9134
#> 74              41         620.3999          1307.2285        1356.9134
#> 75              45        2783.4087             0.0000           0.0000
#> 76              45        2783.4087             0.0000           0.0000
#> 77              19        1326.4614             0.0000           0.0000
#> 78              26        2292.5763             0.0000           0.0000
#> 79              26        2292.5763             0.0000           0.0000
#> 80              26        2292.5763             0.0000           0.0000
#> 81              19        1326.4614             0.0000           0.0000
#> 82              19        1326.4614             0.0000           0.0000
#> 83              45        2783.4087             0.0000           0.0000
#> 84              41         620.3999          1307.2285        1356.9134
#> 85              34         715.4102          1043.7625         919.4276
#> 86              45        2783.4087             0.0000           0.0000
#> 87              41         620.3999          1307.2285        1356.9134
#> 88              41         620.3999          1307.2285        1356.9134
#> 89              34         715.4102          1043.7625         919.4276
#> 90              53        6251.7673          6377.2954        5432.4988
#> 91              53        6251.7673          6377.2954        5432.4988
#> 92              53        6251.7673          6377.2954        5432.4988
#> 93              19        3812.4591             0.0000           0.0000
#> 94              19         294.8446           655.5807         905.9828
#> 95              41         620.3999          1307.2285        1356.9134
#> 96              41         620.3999          1307.2285        1356.9134
#> 97              41         620.3999          1307.2285        1356.9134
#> 98              24        1477.7436          2196.4887        2773.5269
#> 99              24        1477.7436          2196.4887        2773.5269
#> 100             41         620.3999          1307.2285        1356.9134
#> 101             15         611.7164             0.0000           0.0000
#> 102             19        1326.4614             0.0000           0.0000
#> 103             26        2292.5763             0.0000           0.0000
#> 104             53        6251.7673          6377.2954        5432.4988
#> 105             53        6251.7673          6377.2954        5432.4988
#> 106             53        6251.7673          6377.2954        5432.4988
#> 107             26        2292.5763             0.0000           0.0000
#> 108             15         611.7164             0.0000           0.0000
#> 109             34         715.4102          1043.7625         919.4276
#> 110             34         715.4102          1043.7625         919.4276
#> 111             53        6251.7673          6377.2954        5432.4988
#> 112             26        2292.5763             0.0000           0.0000
#> 113             53        6251.7673          6377.2954        5432.4988
#> 114             53        6251.7673          6377.2954        5432.4988
#> 115             53        6251.7673          6377.2954        5432.4988
#> 116             26        2292.5763             0.0000           0.0000
#> 117             19        1326.4614             0.0000           0.0000
#> 118             41         620.3999          1307.2285        1356.9134
#> 119             19        3812.4591             0.0000           0.0000
#> 120             19        1326.4614             0.0000           0.0000
#> 121             26        2292.5763             0.0000           0.0000
#> 122             53        6251.7673          6377.2954        5432.4988
#> 123             15         611.7164             0.0000           0.0000
#> 124             15         611.7164             0.0000           0.0000
#> 125             53        6251.7673          6377.2954        5432.4988
#> 126             53        6251.7673          6377.2954        5432.4988
#> 127             45        2783.4087             0.0000           0.0000
#> 128             15         611.7164             0.0000           0.0000
#> 129             19        3812.4591             0.0000           0.0000
#> 130             45        2783.4087             0.0000           0.0000
#> 131             41         620.3999          1307.2285        1356.9134
#> 132             45        2783.4087             0.0000           0.0000
#> 133             45        2783.4087             0.0000           0.0000
#> 134             15         611.7164             0.0000           0.0000
#> 135             16        3087.2976             0.0000           0.0000
#> 136             19         294.8446           655.5807         905.9828
#> 137             41         620.3999          1307.2285        1356.9134
#> 138             41         620.3999          1307.2285        1356.9134
#> 139             19         294.8446           655.5807         905.9828
#> 140             34         715.4102          1043.7625         919.4276
#> 141             24        1477.7436          2196.4887        2773.5269
#> 142             24        1477.7436          2196.4887        2773.5269
#> 143             45        2783.4087             0.0000           0.0000
#> 144             53        6251.7673          6377.2954        5432.4988
#> 145             53        6251.7673          6377.2954        5432.4988
#> 146             41         620.3999          1307.2285        1356.9134
#> 147             15         611.7164             0.0000           0.0000
#> 148             19        1326.4614             0.0000           0.0000
#> 149             45        2783.4087             0.0000           0.0000
#> 150             45        2783.4087             0.0000           0.0000
#> 151             41         620.3999          1307.2285        1356.9134
#> 152             34         715.4102          1043.7625         919.4276
#> 153             19         294.8446           655.5807         905.9828
#> 154             15         611.7164             0.0000           0.0000
#> 155             34         715.4102          1043.7625         919.4276
#> 156             34         715.4102          1043.7625         919.4276
#> 157             53        6251.7673          6377.2954        5432.4988
#> 158             53        6251.7673          6377.2954        5432.4988
#> 159             19        3812.4591             0.0000           0.0000
#> 160             45        2783.4087             0.0000           0.0000
#> 161             45        2783.4087             0.0000           0.0000
#> 162             19        3812.4591             0.0000           0.0000
#> 163             19        1326.4614             0.0000           0.0000
#> 164             26        2292.5763             0.0000           0.0000
#> 165             10         246.0045           381.9351         429.2043
#> 166             34         715.4102          1043.7625         919.4276
#> 167             10         246.0045           381.9351         429.2043
#> 168             41         620.3999          1307.2285        1356.9134
#> 169             45        2783.4087             0.0000           0.0000
#> 170             19         294.8446           655.5807         905.9828
#> 171             16        3087.2976             0.0000           0.0000
#> 172             53        6251.7673          6377.2954        5432.4988
#> 173             19        1326.4614             0.0000           0.0000
#> 174             53        6251.7673          6377.2954        5432.4988
#> 175             53        6251.7673          6377.2954        5432.4988
#> 176             53        6251.7673          6377.2954        5432.4988
#> 177             15         611.7164             0.0000           0.0000
#> 178             41         620.3999          1307.2285        1356.9134
#> 179             41         620.3999          1307.2285        1356.9134
#> 180             26        2292.5763             0.0000           0.0000
#> 181             26        2292.5763             0.0000           0.0000
#> 182             19        3812.4591             0.0000           0.0000
#> 183             19        3812.4591             0.0000           0.0000
#> 184             53        6251.7673          6377.2954        5432.4988
#> 185             19        3812.4591             0.0000           0.0000
#> 186             53        6251.7673          6377.2954        5432.4988
#> 187             19        3812.4591             0.0000           0.0000
#> 188             24        1477.7436          2196.4887        2773.5269
#> 189             53        6251.7673          6377.2954        5432.4988
#> 190             24        1477.7436          2196.4887        2773.5269
#> 191             41         620.3999          1307.2285        1356.9134
#> 192             41         620.3999          1307.2285        1356.9134
#> 193             10         246.0045           381.9351         429.2043
#> 194             19         294.8446           655.5807         905.9828
#> 195             16        3087.2976             0.0000           0.0000
#> 196             53        6251.7673          6377.2954        5432.4988
#> 197             10         246.0045           381.9351         429.2043
#> 198             45        2783.4087             0.0000           0.0000
#> 199             53        6251.7673          6377.2954        5432.4988
#> 200             15         611.7164             0.0000           0.0000
#> 201             45        2783.4087             0.0000           0.0000
#> 202             45        2783.4087             0.0000           0.0000
#> 203             19        3812.4591             0.0000           0.0000
#> 204             24        1477.7436          2196.4887        2773.5269
#> 205             41         620.3999          1307.2285        1356.9134
#> 206             45        2783.4087             0.0000           0.0000
#> 207             34         715.4102          1043.7625         919.4276
#> 208             16        3087.2976             0.0000           0.0000
#> 209             41         620.3999          1307.2285        1356.9134
#> 210             53        6251.7673          6377.2954        5432.4988
#> 211             34         715.4102          1043.7625         919.4276
#> 212             19         294.8446           655.5807         905.9828
#> 213             45        2783.4087             0.0000           0.0000
#> 214             45        2783.4087             0.0000           0.0000
#> 215             41         620.3999          1307.2285        1356.9134
#> 216             24        1477.7436          2196.4887        2773.5269
#> 217             19        3812.4591             0.0000           0.0000
#> 218             24        1477.7436          2196.4887        2773.5269
#> 219             19        3812.4591             0.0000           0.0000
#> 220             53        6251.7673          6377.2954        5432.4988
#> 221             53        6251.7673          6377.2954        5432.4988
#> 222             24        1477.7436          2196.4887        2773.5269
#> 223             53        6251.7673          6377.2954        5432.4988
#> 224             19        1326.4614             0.0000           0.0000
#> 225             19        3812.4591             0.0000           0.0000
#> 226             24        1477.7436          2196.4887        2773.5269
#> 227             19        1326.4614             0.0000           0.0000
#> 228             16        3087.2976             0.0000           0.0000
#> 229             41         620.3999          1307.2285        1356.9134
#> 230             19         294.8446           655.5807         905.9828
#> 231             34         715.4102          1043.7625         919.4276
#> 232             45        2783.4087             0.0000           0.0000
#> 233             19         294.8446           655.5807         905.9828
#> 234             19         294.8446           655.5807         905.9828
#> 235             10         246.0045           381.9351         429.2043
#> 236             24        1477.7436          2196.4887        2773.5269
#> 237             24        1477.7436          2196.4887        2773.5269
#> 238             19         294.8446           655.5807         905.9828
#> 239             41         620.3999          1307.2285        1356.9134
#> 240             19        3812.4591             0.0000           0.0000
#> 241             53        6251.7673          6377.2954        5432.4988
#> 242             34         715.4102          1043.7625         919.4276
#> 243             16        3087.2976             0.0000           0.0000
#> 244             16        3087.2976             0.0000           0.0000
#> 245             15         611.7164             0.0000           0.0000
#> 246             41         620.3999          1307.2285        1356.9134
#> 247             41         620.3999          1307.2285        1356.9134
#> 248             41         620.3999          1307.2285        1356.9134
#> 249             19        3812.4591             0.0000           0.0000
#> 250             41         620.3999          1307.2285        1356.9134
#> 251             34         715.4102          1043.7625         919.4276
#> 252             45        2783.4087             0.0000           0.0000
#> 253             15         611.7164             0.0000           0.0000
#> 254             45        2783.4087             0.0000           0.0000
#> 255             10         246.0045           381.9351         429.2043
#> 256             45        2783.4087             0.0000           0.0000
#> 257             19        1326.4614             0.0000           0.0000
#> 258             53        6251.7673          6377.2954        5432.4988
#> 259             53        6251.7673          6377.2954        5432.4988
#> 260             53        6251.7673          6377.2954        5432.4988
#> 261             41         620.3999          1307.2285        1356.9134
#> 262             15         611.7164             0.0000           0.0000
#> 263             19        3812.4591             0.0000           0.0000
#> 264             45        2783.4087             0.0000           0.0000
#> 265             19        1326.4614             0.0000           0.0000
#> 266             45        2783.4087             0.0000           0.0000
#> 267             19        1326.4614             0.0000           0.0000
#> 268             15         611.7164             0.0000           0.0000
#> 269             34         715.4102          1043.7625         919.4276
#> 270             41         620.3999          1307.2285        1356.9134
#> 271             19         294.8446           655.5807         905.9828
#> 272             26        2292.5763             0.0000           0.0000
#> 273             15         611.7164             0.0000           0.0000
#> 274             26        2292.5763             0.0000           0.0000
#> 275             45        2783.4087             0.0000           0.0000
#> 276             19        1326.4614             0.0000           0.0000
#> 277             45        2783.4087             0.0000           0.0000
#> 278             45        2783.4087             0.0000           0.0000
#> 279             41         620.3999          1307.2285        1356.9134
#> 280             10         246.0045           381.9351         429.2043
#> 281             19         294.8446           655.5807         905.9828
#> 282             53        6251.7673          6377.2954        5432.4988
#> 283             19        1326.4614             0.0000           0.0000
#> 284             15         611.7164             0.0000           0.0000
#> 285             45        2783.4087             0.0000           0.0000
#> 286             41         620.3999          1307.2285        1356.9134
#> 287             41         620.3999          1307.2285        1356.9134
#> 288             16        3087.2976             0.0000           0.0000
#> 289             45        2783.4087             0.0000           0.0000
#> 290             41         620.3999          1307.2285        1356.9134
#> 291             19         294.8446           655.5807         905.9828
#> 292             34         715.4102          1043.7625         919.4276
#> 293             24        1477.7436          2196.4887        2773.5269
#> 294             53        6251.7673          6377.2954        5432.4988
#> 295             41         620.3999          1307.2285        1356.9134
#> 296             19         294.8446           655.5807         905.9828
#> 297             24        1477.7436          2196.4887        2773.5269
#> 298             24        1477.7436          2196.4887        2773.5269
#> 299             19        3812.4591             0.0000           0.0000
#> 300             10         246.0045           381.9351         429.2043
#> 301             45        2783.4087             0.0000           0.0000
#> 302             41         620.3999          1307.2285        1356.9134
#> 303             41         620.3999          1307.2285        1356.9134
#> 304             19         294.8446           655.5807         905.9828
#> 305             19         294.8446           655.5807         905.9828
#> 306             45        2783.4087             0.0000           0.0000
#> 307             41         620.3999          1307.2285        1356.9134
#> 308             41         620.3999          1307.2285        1356.9134
#> 309             26        2292.5763             0.0000           0.0000
#> 310             45        2783.4087             0.0000           0.0000
#> 311             41         620.3999          1307.2285        1356.9134
#> 312             19        1326.4614             0.0000           0.0000
#> 313             26        2292.5763             0.0000           0.0000
#> 314             26        2292.5763             0.0000           0.0000
#> 315             45        2783.4087             0.0000           0.0000
#> 316             19        3812.4591             0.0000           0.0000
#> 317             15         611.7164             0.0000           0.0000
#> 318             34         715.4102          1043.7625         919.4276
#> 319             53        6251.7673          6377.2954        5432.4988
#> 320             45        2783.4087             0.0000           0.0000
#> 321             24        1477.7436          2196.4887        2773.5269
#> 322             53        6251.7673          6377.2954        5432.4988
#> 323             15         611.7164             0.0000           0.0000
#> 324             10         246.0045           381.9351         429.2043
#> 325             19        3812.4591             0.0000           0.0000
#> 326             19        3812.4591             0.0000           0.0000
#> 327             41         620.3999          1307.2285        1356.9134
#> 328             19         294.8446           655.5807         905.9828
#> 329             24        1477.7436          2196.4887        2773.5269
#> 330             19         294.8446           655.5807         905.9828
#> 331             34         715.4102          1043.7625         919.4276
#> 332             34         715.4102          1043.7625         919.4276
#> 333             34         715.4102          1043.7625         919.4276
#> 334             19         294.8446           655.5807         905.9828
#> 335             41         620.3999          1307.2285        1356.9134
#> 336             10         246.0045           381.9351         429.2043
#> 337             19         294.8446           655.5807         905.9828
#> 338             24        1477.7436          2196.4887        2773.5269
#> 339             45        2783.4087             0.0000           0.0000
#> 340             19         294.8446           655.5807         905.9828
#> 341             45        2783.4087             0.0000           0.0000
#> 342             53        6251.7673          6377.2954        5432.4988
#> 343             45        2783.4087             0.0000           0.0000
#> 344             19         294.8446           655.5807         905.9828
#> 345             24        1477.7436          2196.4887        2773.5269
#> 346             45        2783.4087             0.0000           0.0000
#> 347             34         715.4102          1043.7625         919.4276
#> 348             10         246.0045           381.9351         429.2043
#> 349             41         620.3999          1307.2285        1356.9134
#> 350             16        3087.2976             0.0000           0.0000
#> 351             41         620.3999          1307.2285        1356.9134
#> 352             16        3087.2976             0.0000           0.0000
#> 353             19         294.8446           655.5807         905.9828
#> 354             34         715.4102          1043.7625         919.4276
#> 355             19         294.8446           655.5807         905.9828
#> 356             34         715.4102          1043.7625         919.4276
#> 357             24        1477.7436          2196.4887        2773.5269
#> 358             53        6251.7673          6377.2954        5432.4988
#> 359             10         246.0045           381.9351         429.2043
#> 360             19         294.8446           655.5807         905.9828
#> 361             19         294.8446           655.5807         905.9828
#> 362             16        3087.2976             0.0000           0.0000
#> 363             34         715.4102          1043.7625         919.4276
#> 364             34         715.4102          1043.7625         919.4276
#> 365             41         620.3999          1307.2285        1356.9134
#> 366             16        3087.2976             0.0000           0.0000
#> 367             34         715.4102          1043.7625         919.4276
#> 368             24        1477.7436          2196.4887        2773.5269
#> 369             34         715.4102          1043.7625         919.4276
#> 370             34         715.4102          1043.7625         919.4276
#> 371             19         294.8446           655.5807         905.9828
#> 372             19         294.8446           655.5807         905.9828
#> 373             34         715.4102          1043.7625         919.4276
#> 374             41         620.3999          1307.2285        1356.9134
#> 375             34         715.4102          1043.7625         919.4276
#> 376             10         246.0045           381.9351         429.2043
#> 377             19         294.8446           655.5807         905.9828
#> 378             45        2783.4087             0.0000           0.0000
#> 379             45        2783.4087             0.0000           0.0000
#> 380             45        2783.4087             0.0000           0.0000
#> 381             19         294.8446           655.5807         905.9828
#> 382             41         620.3999          1307.2285        1356.9134
#> 383             45        2783.4087             0.0000           0.0000
#> 384             45        2783.4087             0.0000           0.0000
#> 385             19         294.8446           655.5807         905.9828
#> 386             53        6251.7673          6377.2954        5432.4988
#> 387             53        6251.7673          6377.2954        5432.4988
#> 388             34         715.4102          1043.7625         919.4276
#> 389             41         620.3999          1307.2285        1356.9134
#> 390             34         715.4102          1043.7625         919.4276
#> 391             19         294.8446           655.5807         905.9828
#> 392             34         715.4102          1043.7625         919.4276
#> 393             24        1477.7436          2196.4887        2773.5269
#> 394             53        6251.7673          6377.2954        5432.4988
#> 395             45        2783.4087             0.0000           0.0000
#> 396             41         620.3999          1307.2285        1356.9134
#> 397             19         294.8446           655.5807         905.9828
#> 398             19         294.8446           655.5807         905.9828
#> 399             10         246.0045           381.9351         429.2043
#> 400             19         294.8446           655.5807         905.9828
#> 401             16        3087.2976             0.0000           0.0000
#> 402             45        2783.4087             0.0000           0.0000
#> 403             34         715.4102          1043.7625         919.4276
#> 404             34         715.4102          1043.7625         919.4276
#> 405             34         715.4102          1043.7625         919.4276
#> 406             34         715.4102          1043.7625         919.4276
#> 407             24        1477.7436          2196.4887        2773.5269
#> 408             24        1477.7436          2196.4887        2773.5269
#> 409             34         715.4102          1043.7625         919.4276
#> 410             24        1477.7436          2196.4887        2773.5269
#> 411             16        3087.2976             0.0000           0.0000
#> 412             16        3087.2976             0.0000           0.0000
#> 413             24        1477.7436          2196.4887        2773.5269
#> 414             16        3087.2976             0.0000           0.0000
#> 415             34         715.4102          1043.7625         919.4276
#> 416             34         715.4102          1043.7625         919.4276
#> 417             34         715.4102          1043.7625         919.4276
#> 418             34         715.4102          1043.7625         919.4276
#> 419             24        1477.7436          2196.4887        2773.5269
#> 420             24        1477.7436          2196.4887        2773.5269
#> 421             24        1477.7436          2196.4887        2773.5269
#> 422             34         715.4102          1043.7625         919.4276
#> 423             34         715.4102          1043.7625         919.4276
#> 424             34         715.4102          1043.7625         919.4276
#> 425             34         715.4102          1043.7625         919.4276
#> 426             53        6251.7673          6377.2954        5432.4988
#> 427             24        1477.7436          2196.4887        2773.5269
#> 428             16        3087.2976             0.0000           0.0000
#>     Strata_BnImputed Strata_estimate Strata_BestimateYHat Strata_BestimateOrig
#> 1                  0     2033595.511          1970543.017          2033595.511
#> 2                  0     2033595.511          1970543.017          2033595.511
#> 3                  0     2033595.511          1970543.017          2033595.511
#> 4                  0     2033595.511          1970543.017          2033595.511
#> 5                  1       87847.626            64097.492            86240.350
#> 6                  3       18440.983            15267.550            17168.903
#> 7                  0       21086.000            18496.453            21086.000
#> 8                  0        6678.632             5430.122             6678.632
#> 9                  0       57945.000            45632.163            57945.000
#> 10                 0      219433.000           210240.422           219433.000
#> 11                 0      150654.000           133413.188           150654.000
#> 12                 0       57945.000            45632.163            57945.000
#> 13                 2       66477.843            59673.410            64515.744
#> 14                 0      219433.000           210240.422           219433.000
#> 15                 0      125085.000           133481.826           125085.000
#> 16                 0      125085.000           133481.826           125085.000
#> 17                 0       21086.000            18496.453            21086.000
#> 18                 0       21086.000            18496.453            21086.000
#> 19                 0      125085.000           133481.826           125085.000
#> 20                 0     2033595.511          1970543.017          2033595.511
#> 21                 0      125085.000           133481.826           125085.000
#> 22                 0      150654.000           133413.188           150654.000
#> 23                 0      125085.000           133481.826           125085.000
#> 24                 0     2033595.511          1970543.017          2033595.511
#> 25                 0     2033595.511          1970543.017          2033595.511
#> 26                 0     2033595.511          1970543.017          2033595.511
#> 27                 0      125085.000           133481.826           125085.000
#> 28                 0      125085.000           133481.826           125085.000
#> 29                 0      125085.000           133481.826           125085.000
#> 30                 0      125085.000           133481.826           125085.000
#> 31                 0      125085.000           133481.826           125085.000
#> 32                 0     2033595.511          1970543.017          2033595.511
#> 33                 0     2033595.511          1970543.017          2033595.511
#> 34                 0     2033595.511          1970543.017          2033595.511
#> 35                 0      125085.000           133481.826           125085.000
#> 36                 0     2033595.511          1970543.017          2033595.511
#> 37                 0      125085.000           133481.826           125085.000
#> 38                 0     2033595.511          1970543.017          2033595.511
#> 39                 0      125085.000           133481.826           125085.000
#> 40                 2       66477.843            59673.410            64515.744
#> 41                 0     2033595.511          1970543.017          2033595.511
#> 42                 0      150654.000           133413.188           150654.000
#> 43                 0     2033595.511          1970543.017          2033595.511
#> 44                 0     2033595.511          1970543.017          2033595.511
#> 45                 0      125085.000           133481.826           125085.000
#> 46                 0       57945.000            45632.163            57945.000
#> 47                 0       57945.000            45632.163            57945.000
#> 48                 0      125085.000           133481.826           125085.000
#> 49                 0      219433.000           210240.422           219433.000
#> 50                 2       66477.843            59673.410            64515.744
#> 51                 0      219433.000           210240.422           219433.000
#> 52                 2       66477.843            59673.410            64515.744
#> 53                 0     2033595.511          1970543.017          2033595.511
#> 54                 0      219433.000           210240.422           219433.000
#> 55                 2       66477.843            59673.410            64515.744
#> 56                 2       66477.843            59673.410            64515.744
#> 57                 1       87847.626            64097.492            86240.350
#> 58                 4       43495.667            35654.587            40163.499
#> 59                 3       18440.983            15267.550            17168.903
#> 60                 0      140472.000           128837.905           140472.000
#> 61                 2       66477.843            59673.410            64515.744
#> 62                 2       66477.843            59673.410            64515.744
#> 63                 3       18440.983            15267.550            17168.903
#> 64                 0     2033595.511          1970543.017          2033595.511
#> 65                 0     2033595.511          1970543.017          2033595.511
#> 66                 2       66477.843            59673.410            64515.744
#> 67                 3       18440.983            15267.550            17168.903
#> 68                 1       87847.626            64097.492            86240.350
#> 69                 1       87847.626            64097.492            86240.350
#> 70                 2       66477.843            59673.410            64515.744
#> 71                 0      140472.000           128837.905           140472.000
#> 72                 0      219433.000           210240.422           219433.000
#> 73                 2       66477.843            59673.410            64515.744
#> 74                 2       66477.843            59673.410            64515.744
#> 75                 0      219433.000           210240.422           219433.000
#> 76                 0      219433.000           210240.422           219433.000
#> 77                 0       57945.000            45632.163            57945.000
#> 78                 0      125085.000           133481.826           125085.000
#> 79                 0      125085.000           133481.826           125085.000
#> 80                 0      125085.000           133481.826           125085.000
#> 81                 0       57945.000            45632.163            57945.000
#> 82                 0       57945.000            45632.163            57945.000
#> 83                 0      219433.000           210240.422           219433.000
#> 84                 2       66477.843            59673.410            64515.744
#> 85                 4       43495.667            35654.587            40163.499
#> 86                 0      219433.000           210240.422           219433.000
#> 87                 2       66477.843            59673.410            64515.744
#> 88                 2       66477.843            59673.410            64515.744
#> 89                 4       43495.667            35654.587            40163.499
#> 90                 0     2033595.511          1970543.017          2033595.511
#> 91                 0     2033595.511          1970543.017          2033595.511
#> 92                 0     2033595.511          1970543.017          2033595.511
#> 93                 0      150654.000           133413.188           150654.000
#> 94                 3       18440.983            15267.550            17168.903
#> 95                 2       66477.843            59673.410            64515.744
#> 96                 2       66477.843            59673.410            64515.744
#> 97                 2       66477.843            59673.410            64515.744
#> 98                 1       87847.626            64097.492            86240.350
#> 99                 1       87847.626            64097.492            86240.350
#> 100                2       66477.843            59673.410            64515.744
#> 101                0       21086.000            18496.453            21086.000
#> 102                0       57945.000            45632.163            57945.000
#> 103                0      125085.000           133481.826           125085.000
#> 104                0     2033595.511          1970543.017          2033595.511
#> 105                0     2033595.511          1970543.017          2033595.511
#> 106                0     2033595.511          1970543.017          2033595.511
#> 107                0      125085.000           133481.826           125085.000
#> 108                0       21086.000            18496.453            21086.000
#> 109                4       43495.667            35654.587            40163.499
#> 110                4       43495.667            35654.587            40163.499
#> 111                0     2033595.511          1970543.017          2033595.511
#> 112                0      125085.000           133481.826           125085.000
#> 113                0     2033595.511          1970543.017          2033595.511
#> 114                0     2033595.511          1970543.017          2033595.511
#> 115                0     2033595.511          1970543.017          2033595.511
#> 116                0      125085.000           133481.826           125085.000
#> 117                0       57945.000            45632.163            57945.000
#> 118                2       66477.843            59673.410            64515.744
#> 119                0      150654.000           133413.188           150654.000
#> 120                0       57945.000            45632.163            57945.000
#> 121                0      125085.000           133481.826           125085.000
#> 122                0     2033595.511          1970543.017          2033595.511
#> 123                0       21086.000            18496.453            21086.000
#> 124                0       21086.000            18496.453            21086.000
#> 125                0     2033595.511          1970543.017          2033595.511
#> 126                0     2033595.511          1970543.017          2033595.511
#> 127                0      219433.000           210240.422           219433.000
#> 128                0       21086.000            18496.453            21086.000
#> 129                0      150654.000           133413.188           150654.000
#> 130                0      219433.000           210240.422           219433.000
#> 131                2       66477.843            59673.410            64515.744
#> 132                0      219433.000           210240.422           219433.000
#> 133                0      219433.000           210240.422           219433.000
#> 134                0       21086.000            18496.453            21086.000
#> 135                0      140472.000           128837.905           140472.000
#> 136                3       18440.983            15267.550            17168.903
#> 137                2       66477.843            59673.410            64515.744
#> 138                2       66477.843            59673.410            64515.744
#> 139                3       18440.983            15267.550            17168.903
#> 140                4       43495.667            35654.587            40163.499
#> 141                1       87847.626            64097.492            86240.350
#> 142                1       87847.626            64097.492            86240.350
#> 143                0      219433.000           210240.422           219433.000
#> 144                0     2033595.511          1970543.017          2033595.511
#> 145                0     2033595.511          1970543.017          2033595.511
#> 146                2       66477.843            59673.410            64515.744
#> 147                0       21086.000            18496.453            21086.000
#> 148                0       57945.000            45632.163            57945.000
#> 149                0      219433.000           210240.422           219433.000
#> 150                0      219433.000           210240.422           219433.000
#> 151                2       66477.843            59673.410            64515.744
#> 152                4       43495.667            35654.587            40163.499
#> 153                3       18440.983            15267.550            17168.903
#> 154                0       21086.000            18496.453            21086.000
#> 155                4       43495.667            35654.587            40163.499
#> 156                4       43495.667            35654.587            40163.499
#> 157                0     2033595.511          1970543.017          2033595.511
#> 158                0     2033595.511          1970543.017          2033595.511
#> 159                0      150654.000           133413.188           150654.000
#> 160                0      219433.000           210240.422           219433.000
#> 161                0      219433.000           210240.422           219433.000
#> 162                0      150654.000           133413.188           150654.000
#> 163                0       57945.000            45632.163            57945.000
#> 164                0      125085.000           133481.826           125085.000
#> 165                0        6678.632             5430.122             6678.632
#> 166                4       43495.667            35654.587            40163.499
#> 167                0        6678.632             5430.122             6678.632
#> 168                2       66477.843            59673.410            64515.744
#> 169                0      219433.000           210240.422           219433.000
#> 170                3       18440.983            15267.550            17168.903
#> 171                0      140472.000           128837.905           140472.000
#> 172                0     2033595.511          1970543.017          2033595.511
#> 173                0       57945.000            45632.163            57945.000
#> 174                0     2033595.511          1970543.017          2033595.511
#> 175                0     2033595.511          1970543.017          2033595.511
#> 176                0     2033595.511          1970543.017          2033595.511
#> 177                0       21086.000            18496.453            21086.000
#> 178                2       66477.843            59673.410            64515.744
#> 179                2       66477.843            59673.410            64515.744
#> 180                0      125085.000           133481.826           125085.000
#> 181                0      125085.000           133481.826           125085.000
#> 182                0      150654.000           133413.188           150654.000
#> 183                0      150654.000           133413.188           150654.000
#> 184                0     2033595.511          1970543.017          2033595.511
#> 185                0      150654.000           133413.188           150654.000
#> 186                0     2033595.511          1970543.017          2033595.511
#> 187                0      150654.000           133413.188           150654.000
#> 188                1       87847.626            64097.492            86240.350
#> 189                0     2033595.511          1970543.017          2033595.511
#> 190                1       87847.626            64097.492            86240.350
#> 191                2       66477.843            59673.410            64515.744
#> 192                2       66477.843            59673.410            64515.744
#> 193                0        6678.632             5430.122             6678.632
#> 194                3       18440.983            15267.550            17168.903
#> 195                0      140472.000           128837.905           140472.000
#> 196                0     2033595.511          1970543.017          2033595.511
#> 197                0        6678.632             5430.122             6678.632
#> 198                0      219433.000           210240.422           219433.000
#> 199                0     2033595.511          1970543.017          2033595.511
#> 200                0       21086.000            18496.453            21086.000
#> 201                0      219433.000           210240.422           219433.000
#> 202                0      219433.000           210240.422           219433.000
#> 203                0      150654.000           133413.188           150654.000
#> 204                1       87847.626            64097.492            86240.350
#> 205                2       66477.843            59673.410            64515.744
#> 206                0      219433.000           210240.422           219433.000
#> 207                4       43495.667            35654.587            40163.499
#> 208                0      140472.000           128837.905           140472.000
#> 209                2       66477.843            59673.410            64515.744
#> 210                0     2033595.511          1970543.017          2033595.511
#> 211                4       43495.667            35654.587            40163.499
#> 212                3       18440.983            15267.550            17168.903
#> 213                0      219433.000           210240.422           219433.000
#> 214                0      219433.000           210240.422           219433.000
#> 215                2       66477.843            59673.410            64515.744
#> 216                1       87847.626            64097.492            86240.350
#> 217                0      150654.000           133413.188           150654.000
#> 218                1       87847.626            64097.492            86240.350
#> 219                0      150654.000           133413.188           150654.000
#> 220                0     2033595.511          1970543.017          2033595.511
#> 221                0     2033595.511          1970543.017          2033595.511
#> 222                1       87847.626            64097.492            86240.350
#> 223                0     2033595.511          1970543.017          2033595.511
#> 224                0       57945.000            45632.163            57945.000
#> 225                0      150654.000           133413.188           150654.000
#> 226                1       87847.626            64097.492            86240.350
#> 227                0       57945.000            45632.163            57945.000
#> 228                0      140472.000           128837.905           140472.000
#> 229                2       66477.843            59673.410            64515.744
#> 230                3       18440.983            15267.550            17168.903
#> 231                4       43495.667            35654.587            40163.499
#> 232                0      219433.000           210240.422           219433.000
#> 233                3       18440.983            15267.550            17168.903
#> 234                3       18440.983            15267.550            17168.903
#> 235                0        6678.632             5430.122             6678.632
#> 236                1       87847.626            64097.492            86240.350
#> 237                1       87847.626            64097.492            86240.350
#> 238                3       18440.983            15267.550            17168.903
#> 239                2       66477.843            59673.410            64515.744
#> 240                0      150654.000           133413.188           150654.000
#> 241                0     2033595.511          1970543.017          2033595.511
#> 242                4       43495.667            35654.587            40163.499
#> 243                0      140472.000           128837.905           140472.000
#> 244                0      140472.000           128837.905           140472.000
#> 245                0       21086.000            18496.453            21086.000
#> 246                2       66477.843            59673.410            64515.744
#> 247                2       66477.843            59673.410            64515.744
#> 248                2       66477.843            59673.410            64515.744
#> 249                0      150654.000           133413.188           150654.000
#> 250                2       66477.843            59673.410            64515.744
#> 251                4       43495.667            35654.587            40163.499
#> 252                0      219433.000           210240.422           219433.000
#> 253                0       21086.000            18496.453            21086.000
#> 254                0      219433.000           210240.422           219433.000
#> 255                0        6678.632             5430.122             6678.632
#> 256                0      219433.000           210240.422           219433.000
#> 257                0       57945.000            45632.163            57945.000
#> 258                0     2033595.511          1970543.017          2033595.511
#> 259                0     2033595.511          1970543.017          2033595.511
#> 260                0     2033595.511          1970543.017          2033595.511
#> 261                2       66477.843            59673.410            64515.744
#> 262                0       21086.000            18496.453            21086.000
#> 263                0      150654.000           133413.188           150654.000
#> 264                0      219433.000           210240.422           219433.000
#> 265                0       57945.000            45632.163            57945.000
#> 266                0      219433.000           210240.422           219433.000
#> 267                0       57945.000            45632.163            57945.000
#> 268                0       21086.000            18496.453            21086.000
#> 269                4       43495.667            35654.587            40163.499
#> 270                2       66477.843            59673.410            64515.744
#> 271                3       18440.983            15267.550            17168.903
#> 272                0      125085.000           133481.826           125085.000
#> 273                0       21086.000            18496.453            21086.000
#> 274                0      125085.000           133481.826           125085.000
#> 275                0      219433.000           210240.422           219433.000
#> 276                0       57945.000            45632.163            57945.000
#> 277                0      219433.000           210240.422           219433.000
#> 278                0      219433.000           210240.422           219433.000
#> 279                2       66477.843            59673.410            64515.744
#> 280                0        6678.632             5430.122             6678.632
#> 281                3       18440.983            15267.550            17168.903
#> 282                0     2033595.511          1970543.017          2033595.511
#> 283                0       57945.000            45632.163            57945.000
#> 284                0       21086.000            18496.453            21086.000
#> 285                0      219433.000           210240.422           219433.000
#> 286                2       66477.843            59673.410            64515.744
#> 287                2       66477.843            59673.410            64515.744
#> 288                0      140472.000           128837.905           140472.000
#> 289                0      219433.000           210240.422           219433.000
#> 290                2       66477.843            59673.410            64515.744
#> 291                3       18440.983            15267.550            17168.903
#> 292                4       43495.667            35654.587            40163.499
#> 293                1       87847.626            64097.492            86240.350
#> 294                0     2033595.511          1970543.017          2033595.511
#> 295                2       66477.843            59673.410            64515.744
#> 296                3       18440.983            15267.550            17168.903
#> 297                1       87847.626            64097.492            86240.350
#> 298                1       87847.626            64097.492            86240.350
#> 299                0      150654.000           133413.188           150654.000
#> 300                0        6678.632             5430.122             6678.632
#> 301                0      219433.000           210240.422           219433.000
#> 302                2       66477.843            59673.410            64515.744
#> 303                2       66477.843            59673.410            64515.744
#> 304                3       18440.983            15267.550            17168.903
#> 305                3       18440.983            15267.550            17168.903
#> 306                0      219433.000           210240.422           219433.000
#> 307                2       66477.843            59673.410            64515.744
#> 308                2       66477.843            59673.410            64515.744
#> 309                0      125085.000           133481.826           125085.000
#> 310                0      219433.000           210240.422           219433.000
#> 311                2       66477.843            59673.410            64515.744
#> 312                0       57945.000            45632.163            57945.000
#> 313                0      125085.000           133481.826           125085.000
#> 314                0      125085.000           133481.826           125085.000
#> 315                0      219433.000           210240.422           219433.000
#> 316                0      150654.000           133413.188           150654.000
#> 317                0       21086.000            18496.453            21086.000
#> 318                4       43495.667            35654.587            40163.499
#> 319                0     2033595.511          1970543.017          2033595.511
#> 320                0      219433.000           210240.422           219433.000
#> 321                1       87847.626            64097.492            86240.350
#> 322                0     2033595.511          1970543.017          2033595.511
#> 323                0       21086.000            18496.453            21086.000
#> 324                0        6678.632             5430.122             6678.632
#> 325                0      150654.000           133413.188           150654.000
#> 326                0      150654.000           133413.188           150654.000
#> 327                2       66477.843            59673.410            64515.744
#> 328                3       18440.983            15267.550            17168.903
#> 329                1       87847.626            64097.492            86240.350
#> 330                3       18440.983            15267.550            17168.903
#> 331                4       43495.667            35654.587            40163.499
#> 332                4       43495.667            35654.587            40163.499
#> 333                4       43495.667            35654.587            40163.499
#> 334                3       18440.983            15267.550            17168.903
#> 335                2       66477.843            59673.410            64515.744
#> 336                0        6678.632             5430.122             6678.632
#> 337                3       18440.983            15267.550            17168.903
#> 338                1       87847.626            64097.492            86240.350
#> 339                0      219433.000           210240.422           219433.000
#> 340                3       18440.983            15267.550            17168.903
#> 341                0      219433.000           210240.422           219433.000
#> 342                0     2033595.511          1970543.017          2033595.511
#> 343                0      219433.000           210240.422           219433.000
#> 344                3       18440.983            15267.550            17168.903
#> 345                1       87847.626            64097.492            86240.350
#> 346                0      219433.000           210240.422           219433.000
#> 347                4       43495.667            35654.587            40163.499
#> 348                0        6678.632             5430.122             6678.632
#> 349                2       66477.843            59673.410            64515.744
#> 350                0      140472.000           128837.905           140472.000
#> 351                2       66477.843            59673.410            64515.744
#> 352                0      140472.000           128837.905           140472.000
#> 353                3       18440.983            15267.550            17168.903
#> 354                4       43495.667            35654.587            40163.499
#> 355                3       18440.983            15267.550            17168.903
#> 356                4       43495.667            35654.587            40163.499
#> 357                1       87847.626            64097.492            86240.350
#> 358                0     2033595.511          1970543.017          2033595.511
#> 359                0        6678.632             5430.122             6678.632
#> 360                3       18440.983            15267.550            17168.903
#> 361                3       18440.983            15267.550            17168.903
#> 362                0      140472.000           128837.905           140472.000
#> 363                4       43495.667            35654.587            40163.499
#> 364                4       43495.667            35654.587            40163.499
#> 365                2       66477.843            59673.410            64515.744
#> 366                0      140472.000           128837.905           140472.000
#> 367                4       43495.667            35654.587            40163.499
#> 368                1       87847.626            64097.492            86240.350
#> 369                4       43495.667            35654.587            40163.499
#> 370                4       43495.667            35654.587            40163.499
#> 371                3       18440.983            15267.550            17168.903
#> 372                3       18440.983            15267.550            17168.903
#> 373                4       43495.667            35654.587            40163.499
#> 374                2       66477.843            59673.410            64515.744
#> 375                4       43495.667            35654.587            40163.499
#> 376                0        6678.632             5430.122             6678.632
#> 377                3       18440.983            15267.550            17168.903
#> 378                0      219433.000           210240.422           219433.000
#> 379                0      219433.000           210240.422           219433.000
#> 380                0      219433.000           210240.422           219433.000
#> 381                3       18440.983            15267.550            17168.903
#> 382                2       66477.843            59673.410            64515.744
#> 383                0      219433.000           210240.422           219433.000
#> 384                0      219433.000           210240.422           219433.000
#> 385                3       18440.983            15267.550            17168.903
#> 386                0     2033595.511          1970543.017          2033595.511
#> 387                0     2033595.511          1970543.017          2033595.511
#> 388                4       43495.667            35654.587            40163.499
#> 389                2       66477.843            59673.410            64515.744
#> 390                4       43495.667            35654.587            40163.499
#> 391                3       18440.983            15267.550            17168.903
#> 392                4       43495.667            35654.587            40163.499
#> 393                1       87847.626            64097.492            86240.350
#> 394                0     2033595.511          1970543.017          2033595.511
#> 395                0      219433.000           210240.422           219433.000
#> 396                2       66477.843            59673.410            64515.744
#> 397                3       18440.983            15267.550            17168.903
#> 398                3       18440.983            15267.550            17168.903
#> 399                0        6678.632             5430.122             6678.632
#> 400                3       18440.983            15267.550            17168.903
#> 401                0      140472.000           128837.905           140472.000
#> 402                0      219433.000           210240.422           219433.000
#> 403                4       43495.667            35654.587            40163.499
#> 404                4       43495.667            35654.587            40163.499
#> 405                4       43495.667            35654.587            40163.499
#> 406                4       43495.667            35654.587            40163.499
#> 407                1       87847.626            64097.492            86240.350
#> 408                1       87847.626            64097.492            86240.350
#> 409                4       43495.667            35654.587            40163.499
#> 410                1       87847.626            64097.492            86240.350
#> 411                0      140472.000           128837.905           140472.000
#> 412                0      140472.000           128837.905           140472.000
#> 413                1       87847.626            64097.492            86240.350
#> 414                0      140472.000           128837.905           140472.000
#> 415                4       43495.667            35654.587            40163.499
#> 416                4       43495.667            35654.587            40163.499
#> 417                4       43495.667            35654.587            40163.499
#> 418                4       43495.667            35654.587            40163.499
#> 419                1       87847.626            64097.492            86240.350
#> 420                1       87847.626            64097.492            86240.350
#> 421                1       87847.626            64097.492            86240.350
#> 422                4       43495.667            35654.587            40163.499
#> 423                4       43495.667            35654.587            40163.499
#> 424                4       43495.667            35654.587            40163.499
#> 425                4       43495.667            35654.587            40163.499
#> 426                0     2033595.511          1970543.017          2033595.511
#> 427                1       87847.626            64097.492            86240.350
#> 428                0      140472.000           128837.905           140472.000
#>     Strata_Bcoef Strata_BcoefB Strata_BnModel Strata_BsigmaHat
#> 1    -4518.88103    0.70588517             58        8130.6633
#> 2    -4518.88103    0.70588517             58        8130.6633
#> 3    -4518.88103    0.70588517             58        8130.6633
#> 4    -4518.88103    0.70588517             58        8130.6633
#> 5     1202.50248    0.18307262             29        1524.3632
#> 6      256.81705    0.09434425             32         494.8233
#> 7      978.64101   -0.02861212             20         952.8485
#> 8      -47.29828    0.30508825             12         355.7871
#> 9     2493.65434   -0.03470824             19        1341.0091
#> 10   -2002.56734    0.74011910             52        2974.9111
#> 11     287.03211    0.42372035             22        3760.1749
#> 12    2493.65434   -0.03470824             19        1341.0091
#> 13     241.65814    0.22951779             52         865.7626
#> 14   -2002.56734    0.74011910             52        2974.9111
#> 15   -2208.09044    0.51565781             30        2944.0026
#> 16   -2208.09044    0.51565781             30        2944.0026
#> 17     978.64101   -0.02861212             20         952.8485
#> 18     978.64101   -0.02861212             20         952.8485
#> 19   -2208.09044    0.51565781             30        2944.0026
#> 20   -4518.88103    0.70588517             58        8130.6633
#> 21   -2208.09044    0.51565781             30        2944.0026
#> 22     287.03211    0.42372035             22        3760.1749
#> 23   -2208.09044    0.51565781             30        2944.0026
#> 24   -4518.88103    0.70588517             58        8130.6633
#> 25   -4518.88103    0.70588517             58        8130.6633
#> 26   -4518.88103    0.70588517             58        8130.6633
#> 27   -2208.09044    0.51565781             30        2944.0026
#> 28   -2208.09044    0.51565781             30        2944.0026
#> 29   -2208.09044    0.51565781             30        2944.0026
#> 30   -2208.09044    0.51565781             30        2944.0026
#> 31   -2208.09044    0.51565781             30        2944.0026
#> 32   -4518.88103    0.70588517             58        8130.6633
#> 33   -4518.88103    0.70588517             58        8130.6633
#> 34   -4518.88103    0.70588517             58        8130.6633
#> 35   -2208.09044    0.51565781             30        2944.0026
#> 36   -4518.88103    0.70588517             58        8130.6633
#> 37   -2208.09044    0.51565781             30        2944.0026
#> 38   -4518.88103    0.70588517             58        8130.6633
#> 39   -2208.09044    0.51565781             30        2944.0026
#> 40     241.65814    0.22951779             52         865.7626
#> 41   -4518.88103    0.70588517             58        8130.6633
#> 42     287.03211    0.42372035             22        3760.1749
#> 43   -4518.88103    0.70588517             58        8130.6633
#> 44   -4518.88103    0.70588517             58        8130.6633
#> 45   -2208.09044    0.51565781             30        2944.0026
#> 46    2493.65434   -0.03470824             19        1341.0091
#> 47    2493.65434   -0.03470824             19        1341.0091
#> 48   -2208.09044    0.51565781             30        2944.0026
#> 49   -2002.56734    0.74011910             52        2974.9111
#> 50     241.65814    0.22951779             52         865.7626
#> 51   -2002.56734    0.74011910             52        2974.9111
#> 52     241.65814    0.22951779             52         865.7626
#> 53   -4518.88103    0.70588517             58        8130.6633
#> 54   -2002.56734    0.74011910             52        2974.9111
#> 55     241.65814    0.22951779             52         865.7626
#> 56     241.65814    0.22951779             52         865.7626
#> 57    1202.50248    0.18307262             29        1524.3632
#> 58     151.44923    0.38072489             38         643.1724
#> 59     256.81705    0.09434425             32         494.8233
#> 60    2151.41245    0.51799089             18        4210.4138
#> 61     241.65814    0.22951779             52         865.7626
#> 62     241.65814    0.22951779             52         865.7626
#> 63     256.81705    0.09434425             32         494.8233
#> 64   -4518.88103    0.70588517             58        8130.6633
#> 65   -4518.88103    0.70588517             58        8130.6633
#> 66     241.65814    0.22951779             52         865.7626
#> 67     256.81705    0.09434425             32         494.8233
#> 68    1202.50248    0.18307262             29        1524.3632
#> 69    1202.50248    0.18307262             29        1524.3632
#> 70     241.65814    0.22951779             52         865.7626
#> 71    2151.41245    0.51799089             18        4210.4138
#> 72   -2002.56734    0.74011910             52        2974.9111
#> 73     241.65814    0.22951779             52         865.7626
#> 74     241.65814    0.22951779             52         865.7626
#> 75   -2002.56734    0.74011910             52        2974.9111
#> 76   -2002.56734    0.74011910             52        2974.9111
#> 77    2493.65434   -0.03470824             19        1341.0091
#> 78   -2208.09044    0.51565781             30        2944.0026
#> 79   -2208.09044    0.51565781             30        2944.0026
#> 80   -2208.09044    0.51565781             30        2944.0026
#> 81    2493.65434   -0.03470824             19        1341.0091
#> 82    2493.65434   -0.03470824             19        1341.0091
#> 83   -2002.56734    0.74011910             52        2974.9111
#> 84     241.65814    0.22951779             52         865.7626
#> 85     151.44923    0.38072489             38         643.1724
#> 86   -2002.56734    0.74011910             52        2974.9111
#> 87     241.65814    0.22951779             52         865.7626
#> 88     241.65814    0.22951779             52         865.7626
#> 89     151.44923    0.38072489             38         643.1724
#> 90   -4518.88103    0.70588517             58        8130.6633
#> 91   -4518.88103    0.70588517             58        8130.6633
#> 92   -4518.88103    0.70588517             58        8130.6633
#> 93     287.03211    0.42372035             22        3760.1749
#> 94     256.81705    0.09434425             32         494.8233
#> 95     241.65814    0.22951779             52         865.7626
#> 96     241.65814    0.22951779             52         865.7626
#> 97     241.65814    0.22951779             52         865.7626
#> 98    1202.50248    0.18307262             29        1524.3632
#> 99    1202.50248    0.18307262             29        1524.3632
#> 100    241.65814    0.22951779             52         865.7626
#> 101    978.64101   -0.02861212             20         952.8485
#> 102   2493.65434   -0.03470824             19        1341.0091
#> 103  -2208.09044    0.51565781             30        2944.0026
#> 104  -4518.88103    0.70588517             58        8130.6633
#> 105  -4518.88103    0.70588517             58        8130.6633
#> 106  -4518.88103    0.70588517             58        8130.6633
#> 107  -2208.09044    0.51565781             30        2944.0026
#> 108    978.64101   -0.02861212             20         952.8485
#> 109    151.44923    0.38072489             38         643.1724
#> 110    151.44923    0.38072489             38         643.1724
#> 111  -4518.88103    0.70588517             58        8130.6633
#> 112  -2208.09044    0.51565781             30        2944.0026
#> 113  -4518.88103    0.70588517             58        8130.6633
#> 114  -4518.88103    0.70588517             58        8130.6633
#> 115  -4518.88103    0.70588517             58        8130.6633
#> 116  -2208.09044    0.51565781             30        2944.0026
#> 117   2493.65434   -0.03470824             19        1341.0091
#> 118    241.65814    0.22951779             52         865.7626
#> 119    287.03211    0.42372035             22        3760.1749
#> 120   2493.65434   -0.03470824             19        1341.0091
#> 121  -2208.09044    0.51565781             30        2944.0026
#> 122  -4518.88103    0.70588517             58        8130.6633
#> 123    978.64101   -0.02861212             20         952.8485
#> 124    978.64101   -0.02861212             20         952.8485
#> 125  -4518.88103    0.70588517             58        8130.6633
#> 126  -4518.88103    0.70588517             58        8130.6633
#> 127  -2002.56734    0.74011910             52        2974.9111
#> 128    978.64101   -0.02861212             20         952.8485
#> 129    287.03211    0.42372035             22        3760.1749
#> 130  -2002.56734    0.74011910             52        2974.9111
#> 131    241.65814    0.22951779             52         865.7626
#> 132  -2002.56734    0.74011910             52        2974.9111
#> 133  -2002.56734    0.74011910             52        2974.9111
#> 134    978.64101   -0.02861212             20         952.8485
#> 135   2151.41245    0.51799089             18        4210.4138
#> 136    256.81705    0.09434425             32         494.8233
#> 137    241.65814    0.22951779             52         865.7626
#> 138    241.65814    0.22951779             52         865.7626
#> 139    256.81705    0.09434425             32         494.8233
#> 140    151.44923    0.38072489             38         643.1724
#> 141   1202.50248    0.18307262             29        1524.3632
#> 142   1202.50248    0.18307262             29        1524.3632
#> 143  -2002.56734    0.74011910             52        2974.9111
#> 144  -4518.88103    0.70588517             58        8130.6633
#> 145  -4518.88103    0.70588517             58        8130.6633
#> 146    241.65814    0.22951779             52         865.7626
#> 147    978.64101   -0.02861212             20         952.8485
#> 148   2493.65434   -0.03470824             19        1341.0091
#> 149  -2002.56734    0.74011910             52        2974.9111
#> 150  -2002.56734    0.74011910             52        2974.9111
#> 151    241.65814    0.22951779             52         865.7626
#> 152    151.44923    0.38072489             38         643.1724
#> 153    256.81705    0.09434425             32         494.8233
#> 154    978.64101   -0.02861212             20         952.8485
#> 155    151.44923    0.38072489             38         643.1724
#> 156    151.44923    0.38072489             38         643.1724
#> 157  -4518.88103    0.70588517             58        8130.6633
#> 158  -4518.88103    0.70588517             58        8130.6633
#> 159    287.03211    0.42372035             22        3760.1749
#> 160  -2002.56734    0.74011910             52        2974.9111
#> 161  -2002.56734    0.74011910             52        2974.9111
#> 162    287.03211    0.42372035             22        3760.1749
#> 163   2493.65434   -0.03470824             19        1341.0091
#> 164  -2208.09044    0.51565781             30        2944.0026
#> 165    -47.29828    0.30508825             12         355.7871
#> 166    151.44923    0.38072489             38         643.1724
#> 167    -47.29828    0.30508825             12         355.7871
#> 168    241.65814    0.22951779             52         865.7626
#> 169  -2002.56734    0.74011910             52        2974.9111
#> 170    256.81705    0.09434425             32         494.8233
#> 171   2151.41245    0.51799089             18        4210.4138
#> 172  -4518.88103    0.70588517             58        8130.6633
#> 173   2493.65434   -0.03470824             19        1341.0091
#> 174  -4518.88103    0.70588517             58        8130.6633
#> 175  -4518.88103    0.70588517             58        8130.6633
#> 176  -4518.88103    0.70588517             58        8130.6633
#> 177    978.64101   -0.02861212             20         952.8485
#> 178    241.65814    0.22951779             52         865.7626
#> 179    241.65814    0.22951779             52         865.7626
#> 180  -2208.09044    0.51565781             30        2944.0026
#> 181  -2208.09044    0.51565781             30        2944.0026
#> 182    287.03211    0.42372035             22        3760.1749
#> 183    287.03211    0.42372035             22        3760.1749
#> 184  -4518.88103    0.70588517             58        8130.6633
#> 185    287.03211    0.42372035             22        3760.1749
#> 186  -4518.88103    0.70588517             58        8130.6633
#> 187    287.03211    0.42372035             22        3760.1749
#> 188   1202.50248    0.18307262             29        1524.3632
#> 189  -4518.88103    0.70588517             58        8130.6633
#> 190   1202.50248    0.18307262             29        1524.3632
#> 191    241.65814    0.22951779             52         865.7626
#> 192    241.65814    0.22951779             52         865.7626
#> 193    -47.29828    0.30508825             12         355.7871
#> 194    256.81705    0.09434425             32         494.8233
#> 195   2151.41245    0.51799089             18        4210.4138
#> 196  -4518.88103    0.70588517             58        8130.6633
#> 197    -47.29828    0.30508825             12         355.7871
#> 198  -2002.56734    0.74011910             52        2974.9111
#> 199  -4518.88103    0.70588517             58        8130.6633
#> 200    978.64101   -0.02861212             20         952.8485
#> 201  -2002.56734    0.74011910             52        2974.9111
#> 202  -2002.56734    0.74011910             52        2974.9111
#> 203    287.03211    0.42372035             22        3760.1749
#> 204   1202.50248    0.18307262             29        1524.3632
#> 205    241.65814    0.22951779             52         865.7626
#> 206  -2002.56734    0.74011910             52        2974.9111
#> 207    151.44923    0.38072489             38         643.1724
#> 208   2151.41245    0.51799089             18        4210.4138
#> 209    241.65814    0.22951779             52         865.7626
#> 210  -4518.88103    0.70588517             58        8130.6633
#> 211    151.44923    0.38072489             38         643.1724
#> 212    256.81705    0.09434425             32         494.8233
#> 213  -2002.56734    0.74011910             52        2974.9111
#> 214  -2002.56734    0.74011910             52        2974.9111
#> 215    241.65814    0.22951779             52         865.7626
#> 216   1202.50248    0.18307262             29        1524.3632
#> 217    287.03211    0.42372035             22        3760.1749
#> 218   1202.50248    0.18307262             29        1524.3632
#> 219    287.03211    0.42372035             22        3760.1749
#> 220  -4518.88103    0.70588517             58        8130.6633
#> 221  -4518.88103    0.70588517             58        8130.6633
#> 222   1202.50248    0.18307262             29        1524.3632
#> 223  -4518.88103    0.70588517             58        8130.6633
#> 224   2493.65434   -0.03470824             19        1341.0091
#> 225    287.03211    0.42372035             22        3760.1749
#> 226   1202.50248    0.18307262             29        1524.3632
#> 227   2493.65434   -0.03470824             19        1341.0091
#> 228   2151.41245    0.51799089             18        4210.4138
#> 229    241.65814    0.22951779             52         865.7626
#> 230    256.81705    0.09434425             32         494.8233
#> 231    151.44923    0.38072489             38         643.1724
#> 232  -2002.56734    0.74011910             52        2974.9111
#> 233    256.81705    0.09434425             32         494.8233
#> 234    256.81705    0.09434425             32         494.8233
#> 235    -47.29828    0.30508825             12         355.7871
#> 236   1202.50248    0.18307262             29        1524.3632
#> 237   1202.50248    0.18307262             29        1524.3632
#> 238    256.81705    0.09434425             32         494.8233
#> 239    241.65814    0.22951779             52         865.7626
#> 240    287.03211    0.42372035             22        3760.1749
#> 241  -4518.88103    0.70588517             58        8130.6633
#> 242    151.44923    0.38072489             38         643.1724
#> 243   2151.41245    0.51799089             18        4210.4138
#> 244   2151.41245    0.51799089             18        4210.4138
#> 245    978.64101   -0.02861212             20         952.8485
#> 246    241.65814    0.22951779             52         865.7626
#> 247    241.65814    0.22951779             52         865.7626
#> 248    241.65814    0.22951779             52         865.7626
#> 249    287.03211    0.42372035             22        3760.1749
#> 250    241.65814    0.22951779             52         865.7626
#> 251    151.44923    0.38072489             38         643.1724
#> 252  -2002.56734    0.74011910             52        2974.9111
#> 253    978.64101   -0.02861212             20         952.8485
#> 254  -2002.56734    0.74011910             52        2974.9111
#> 255    -47.29828    0.30508825             12         355.7871
#> 256  -2002.56734    0.74011910             52        2974.9111
#> 257   2493.65434   -0.03470824             19        1341.0091
#> 258  -4518.88103    0.70588517             58        8130.6633
#> 259  -4518.88103    0.70588517             58        8130.6633
#> 260  -4518.88103    0.70588517             58        8130.6633
#> 261    241.65814    0.22951779             52         865.7626
#> 262    978.64101   -0.02861212             20         952.8485
#> 263    287.03211    0.42372035             22        3760.1749
#> 264  -2002.56734    0.74011910             52        2974.9111
#> 265   2493.65434   -0.03470824             19        1341.0091
#> 266  -2002.56734    0.74011910             52        2974.9111
#> 267   2493.65434   -0.03470824             19        1341.0091
#> 268    978.64101   -0.02861212             20         952.8485
#> 269    151.44923    0.38072489             38         643.1724
#> 270    241.65814    0.22951779             52         865.7626
#> 271    256.81705    0.09434425             32         494.8233
#> 272  -2208.09044    0.51565781             30        2944.0026
#> 273    978.64101   -0.02861212             20         952.8485
#> 274  -2208.09044    0.51565781             30        2944.0026
#> 275  -2002.56734    0.74011910             52        2974.9111
#> 276   2493.65434   -0.03470824             19        1341.0091
#> 277  -2002.56734    0.74011910             52        2974.9111
#> 278  -2002.56734    0.74011910             52        2974.9111
#> 279    241.65814    0.22951779             52         865.7626
#> 280    -47.29828    0.30508825             12         355.7871
#> 281    256.81705    0.09434425             32         494.8233
#> 282  -4518.88103    0.70588517             58        8130.6633
#> 283   2493.65434   -0.03470824             19        1341.0091
#> 284    978.64101   -0.02861212             20         952.8485
#> 285  -2002.56734    0.74011910             52        2974.9111
#> 286    241.65814    0.22951779             52         865.7626
#> 287    241.65814    0.22951779             52         865.7626
#> 288   2151.41245    0.51799089             18        4210.4138
#> 289  -2002.56734    0.74011910             52        2974.9111
#> 290    241.65814    0.22951779             52         865.7626
#> 291    256.81705    0.09434425             32         494.8233
#> 292    151.44923    0.38072489             38         643.1724
#> 293   1202.50248    0.18307262             29        1524.3632
#> 294  -4518.88103    0.70588517             58        8130.6633
#> 295    241.65814    0.22951779             52         865.7626
#> 296    256.81705    0.09434425             32         494.8233
#> 297   1202.50248    0.18307262             29        1524.3632
#> 298   1202.50248    0.18307262             29        1524.3632
#> 299    287.03211    0.42372035             22        3760.1749
#> 300    -47.29828    0.30508825             12         355.7871
#> 301  -2002.56734    0.74011910             52        2974.9111
#> 302    241.65814    0.22951779             52         865.7626
#> 303    241.65814    0.22951779             52         865.7626
#> 304    256.81705    0.09434425             32         494.8233
#> 305    256.81705    0.09434425             32         494.8233
#> 306  -2002.56734    0.74011910             52        2974.9111
#> 307    241.65814    0.22951779             52         865.7626
#> 308    241.65814    0.22951779             52         865.7626
#> 309  -2208.09044    0.51565781             30        2944.0026
#> 310  -2002.56734    0.74011910             52        2974.9111
#> 311    241.65814    0.22951779             52         865.7626
#> 312   2493.65434   -0.03470824             19        1341.0091
#> 313  -2208.09044    0.51565781             30        2944.0026
#> 314  -2208.09044    0.51565781             30        2944.0026
#> 315  -2002.56734    0.74011910             52        2974.9111
#> 316    287.03211    0.42372035             22        3760.1749
#> 317    978.64101   -0.02861212             20         952.8485
#> 318    151.44923    0.38072489             38         643.1724
#> 319  -4518.88103    0.70588517             58        8130.6633
#> 320  -2002.56734    0.74011910             52        2974.9111
#> 321   1202.50248    0.18307262             29        1524.3632
#> 322  -4518.88103    0.70588517             58        8130.6633
#> 323    978.64101   -0.02861212             20         952.8485
#> 324    -47.29828    0.30508825             12         355.7871
#> 325    287.03211    0.42372035             22        3760.1749
#> 326    287.03211    0.42372035             22        3760.1749
#> 327    241.65814    0.22951779             52         865.7626
#> 328    256.81705    0.09434425             32         494.8233
#> 329   1202.50248    0.18307262             29        1524.3632
#> 330    256.81705    0.09434425             32         494.8233
#> 331    151.44923    0.38072489             38         643.1724
#> 332    151.44923    0.38072489             38         643.1724
#> 333    151.44923    0.38072489             38         643.1724
#> 334    256.81705    0.09434425             32         494.8233
#> 335    241.65814    0.22951779             52         865.7626
#> 336    -47.29828    0.30508825             12         355.7871
#> 337    256.81705    0.09434425             32         494.8233
#> 338   1202.50248    0.18307262             29        1524.3632
#> 339  -2002.56734    0.74011910             52        2974.9111
#> 340    256.81705    0.09434425             32         494.8233
#> 341  -2002.56734    0.74011910             52        2974.9111
#> 342  -4518.88103    0.70588517             58        8130.6633
#> 343  -2002.56734    0.74011910             52        2974.9111
#> 344    256.81705    0.09434425             32         494.8233
#> 345   1202.50248    0.18307262             29        1524.3632
#> 346  -2002.56734    0.74011910             52        2974.9111
#> 347    151.44923    0.38072489             38         643.1724
#> 348    -47.29828    0.30508825             12         355.7871
#> 349    241.65814    0.22951779             52         865.7626
#> 350   2151.41245    0.51799089             18        4210.4138
#> 351    241.65814    0.22951779             52         865.7626
#> 352   2151.41245    0.51799089             18        4210.4138
#> 353    256.81705    0.09434425             32         494.8233
#> 354    151.44923    0.38072489             38         643.1724
#> 355    256.81705    0.09434425             32         494.8233
#> 356    151.44923    0.38072489             38         643.1724
#> 357   1202.50248    0.18307262             29        1524.3632
#> 358  -4518.88103    0.70588517             58        8130.6633
#> 359    -47.29828    0.30508825             12         355.7871
#> 360    256.81705    0.09434425             32         494.8233
#> 361    256.81705    0.09434425             32         494.8233
#> 362   2151.41245    0.51799089             18        4210.4138
#> 363    151.44923    0.38072489             38         643.1724
#> 364    151.44923    0.38072489             38         643.1724
#> 365    241.65814    0.22951779             52         865.7626
#> 366   2151.41245    0.51799089             18        4210.4138
#> 367    151.44923    0.38072489             38         643.1724
#> 368   1202.50248    0.18307262             29        1524.3632
#> 369    151.44923    0.38072489             38         643.1724
#> 370    151.44923    0.38072489             38         643.1724
#> 371    256.81705    0.09434425             32         494.8233
#> 372    256.81705    0.09434425             32         494.8233
#> 373    151.44923    0.38072489             38         643.1724
#> 374    241.65814    0.22951779             52         865.7626
#> 375    151.44923    0.38072489             38         643.1724
#> 376    -47.29828    0.30508825             12         355.7871
#> 377    256.81705    0.09434425             32         494.8233
#> 378  -2002.56734    0.74011910             52        2974.9111
#> 379  -2002.56734    0.74011910             52        2974.9111
#> 380  -2002.56734    0.74011910             52        2974.9111
#> 381    256.81705    0.09434425             32         494.8233
#> 382    241.65814    0.22951779             52         865.7626
#> 383  -2002.56734    0.74011910             52        2974.9111
#> 384  -2002.56734    0.74011910             52        2974.9111
#> 385    256.81705    0.09434425             32         494.8233
#> 386  -4518.88103    0.70588517             58        8130.6633
#> 387  -4518.88103    0.70588517             58        8130.6633
#> 388    151.44923    0.38072489             38         643.1724
#> 389    241.65814    0.22951779             52         865.7626
#> 390    151.44923    0.38072489             38         643.1724
#> 391    256.81705    0.09434425             32         494.8233
#> 392    151.44923    0.38072489             38         643.1724
#> 393   1202.50248    0.18307262             29        1524.3632
#> 394  -4518.88103    0.70588517             58        8130.6633
#> 395  -2002.56734    0.74011910             52        2974.9111
#> 396    241.65814    0.22951779             52         865.7626
#> 397    256.81705    0.09434425             32         494.8233
#> 398    256.81705    0.09434425             32         494.8233
#> 399    -47.29828    0.30508825             12         355.7871
#> 400    256.81705    0.09434425             32         494.8233
#> 401   2151.41245    0.51799089             18        4210.4138
#> 402  -2002.56734    0.74011910             52        2974.9111
#> 403    151.44923    0.38072489             38         643.1724
#> 404    151.44923    0.38072489             38         643.1724
#> 405    151.44923    0.38072489             38         643.1724
#> 406    151.44923    0.38072489             38         643.1724
#> 407   1202.50248    0.18307262             29        1524.3632
#> 408   1202.50248    0.18307262             29        1524.3632
#> 409    151.44923    0.38072489             38         643.1724
#> 410   1202.50248    0.18307262             29        1524.3632
#> 411   2151.41245    0.51799089             18        4210.4138
#> 412   2151.41245    0.51799089             18        4210.4138
#> 413   1202.50248    0.18307262             29        1524.3632
#> 414   2151.41245    0.51799089             18        4210.4138
#> 415    151.44923    0.38072489             38         643.1724
#> 416    151.44923    0.38072489             38         643.1724
#> 417    151.44923    0.38072489             38         643.1724
#> 418    151.44923    0.38072489             38         643.1724
#> 419   1202.50248    0.18307262             29        1524.3632
#> 420   1202.50248    0.18307262             29        1524.3632
#> 421   1202.50248    0.18307262             29        1524.3632
#> 422    151.44923    0.38072489             38         643.1724
#> 423    151.44923    0.38072489             38         643.1724
#> 424    151.44923    0.38072489             38         643.1724
#> 425    151.44923    0.38072489             38         643.1724
#> 426  -4518.88103    0.70588517             58        8130.6633
#> 427   1202.50248    0.18307262             29        1524.3632
#> 428   2151.41245    0.51799089             18        4210.4138
#>     Strata_BseEstimate Strata_BseRobust Strata_nImputed Strata_seRobust
#> 1               0.0000            0.000               1       5432.4988
#> 2               0.0000            0.000               1       5432.4988
#> 3               0.0000            0.000               1       5432.4988
#> 4               0.0000            0.000               1       5432.4988
#> 5            1588.4897         1493.202               3       3149.9372
#> 6             944.5672         1172.830               7       1482.0037
#> 7               0.0000            0.000               0          0.0000
#> 8               0.0000            0.000               2        429.2043
#> 9               0.0000            0.000               0          0.0000
#> 10              0.0000            0.000               0          0.0000
#> 11              0.0000            0.000               0          0.0000
#> 12              0.0000            0.000               0          0.0000
#> 13           1247.8716         1267.261               6       1856.6539
#> 14              0.0000            0.000               0          0.0000
#> 15              0.0000            0.000               0          0.0000
#> 16              0.0000            0.000               0          0.0000
#> 17              0.0000            0.000               0          0.0000
#> 18              0.0000            0.000               0          0.0000
#> 19              0.0000            0.000               0          0.0000
#> 20              0.0000            0.000               1       5432.4988
#> 21              0.0000            0.000               0          0.0000
#> 22              0.0000            0.000               0          0.0000
#> 23              0.0000            0.000               0          0.0000
#> 24              0.0000            0.000               1       5432.4988
#> 25              0.0000            0.000               1       5432.4988
#> 26              0.0000            0.000               1       5432.4988
#> 27              0.0000            0.000               0          0.0000
#> 28              0.0000            0.000               0          0.0000
#> 29              0.0000            0.000               0          0.0000
#> 30              0.0000            0.000               0          0.0000
#> 31              0.0000            0.000               0          0.0000
#> 32              0.0000            0.000               1       5432.4988
#> 33              0.0000            0.000               1       5432.4988
#> 34              0.0000            0.000               1       5432.4988
#> 35              0.0000            0.000               0          0.0000
#> 36              0.0000            0.000               1       5432.4988
#> 37              0.0000            0.000               0          0.0000
#> 38              0.0000            0.000               1       5432.4988
#> 39              0.0000            0.000               0          0.0000
#> 40           1247.8716         1267.261               6       1856.6539
#> 41              0.0000            0.000               1       5432.4988
#> 42              0.0000            0.000               0          0.0000
#> 43              0.0000            0.000               1       5432.4988
#> 44              0.0000            0.000               1       5432.4988
#> 45              0.0000            0.000               0          0.0000
#> 46              0.0000            0.000               0          0.0000
#> 47              0.0000            0.000               0          0.0000
#> 48              0.0000            0.000               0          0.0000
#> 49              0.0000            0.000               0          0.0000
#> 50           1247.8716         1267.261               6       1856.6539
#> 51              0.0000            0.000               0          0.0000
#> 52           1247.8716         1267.261               6       1856.6539
#> 53              0.0000            0.000               1       5432.4988
#> 54              0.0000            0.000               0          0.0000
#> 55           1247.8716         1267.261               6       1856.6539
#> 56           1247.8716         1267.261               6       1856.6539
#> 57           1588.4897         1493.202               3       3149.9372
#> 58           1361.4486         1661.587               6       1899.0042
#> 59            944.5672         1172.830               7       1482.0037
#> 60              0.0000            0.000               0          0.0000
#> 61           1247.8716         1267.261               6       1856.6539
#> 62           1247.8716         1267.261               6       1856.6539
#> 63            944.5672         1172.830               7       1482.0037
#> 64              0.0000            0.000               1       5432.4988
#> 65              0.0000            0.000               1       5432.4988
#> 66           1247.8716         1267.261               6       1856.6539
#> 67            944.5672         1172.830               7       1482.0037
#> 68           1588.4897         1493.202               3       3149.9372
#> 69           1588.4897         1493.202               3       3149.9372
#> 70           1247.8716         1267.261               6       1856.6539
#> 71              0.0000            0.000               0          0.0000
#> 72              0.0000            0.000               0          0.0000
#> 73           1247.8716         1267.261               6       1856.6539
#> 74           1247.8716         1267.261               6       1856.6539
#> 75              0.0000            0.000               0          0.0000
#> 76              0.0000            0.000               0          0.0000
#> 77              0.0000            0.000               0          0.0000
#> 78              0.0000            0.000               0          0.0000
#> 79              0.0000            0.000               0          0.0000
#> 80              0.0000            0.000               0          0.0000
#> 81              0.0000            0.000               0          0.0000
#> 82              0.0000            0.000               0          0.0000
#> 83              0.0000            0.000               0          0.0000
#> 84           1247.8716         1267.261               6       1856.6539
#> 85           1361.4486         1661.587               6       1899.0042
#> 86              0.0000            0.000               0          0.0000
#> 87           1247.8716         1267.261               6       1856.6539
#> 88           1247.8716         1267.261               6       1856.6539
#> 89           1361.4486         1661.587               6       1899.0042
#> 90              0.0000            0.000               1       5432.4988
#> 91              0.0000            0.000               1       5432.4988
#> 92              0.0000            0.000               1       5432.4988
#> 93              0.0000            0.000               0          0.0000
#> 94            944.5672         1172.830               7       1482.0037
#> 95           1247.8716         1267.261               6       1856.6539
#> 96           1247.8716         1267.261               6       1856.6539
#> 97           1247.8716         1267.261               6       1856.6539
#> 98           1588.4897         1493.202               3       3149.9372
#> 99           1588.4897         1493.202               3       3149.9372
#> 100          1247.8716         1267.261               6       1856.6539
#> 101             0.0000            0.000               0          0.0000
#> 102             0.0000            0.000               0          0.0000
#> 103             0.0000            0.000               0          0.0000
#> 104             0.0000            0.000               1       5432.4988
#> 105             0.0000            0.000               1       5432.4988
#> 106             0.0000            0.000               1       5432.4988
#> 107             0.0000            0.000               0          0.0000
#> 108             0.0000            0.000               0          0.0000
#> 109          1361.4486         1661.587               6       1899.0042
#> 110          1361.4486         1661.587               6       1899.0042
#> 111             0.0000            0.000               1       5432.4988
#> 112             0.0000            0.000               0          0.0000
#> 113             0.0000            0.000               1       5432.4988
#> 114             0.0000            0.000               1       5432.4988
#> 115             0.0000            0.000               1       5432.4988
#> 116             0.0000            0.000               0          0.0000
#> 117             0.0000            0.000               0          0.0000
#> 118          1247.8716         1267.261               6       1856.6539
#> 119             0.0000            0.000               0          0.0000
#> 120             0.0000            0.000               0          0.0000
#> 121             0.0000            0.000               0          0.0000
#> 122             0.0000            0.000               1       5432.4988
#> 123             0.0000            0.000               0          0.0000
#> 124             0.0000            0.000               0          0.0000
#> 125             0.0000            0.000               1       5432.4988
#> 126             0.0000            0.000               1       5432.4988
#> 127             0.0000            0.000               0          0.0000
#> 128             0.0000            0.000               0          0.0000
#> 129             0.0000            0.000               0          0.0000
#> 130             0.0000            0.000               0          0.0000
#> 131          1247.8716         1267.261               6       1856.6539
#> 132             0.0000            0.000               0          0.0000
#> 133             0.0000            0.000               0          0.0000
#> 134             0.0000            0.000               0          0.0000
#> 135             0.0000            0.000               0          0.0000
#> 136           944.5672         1172.830               7       1482.0037
#> 137          1247.8716         1267.261               6       1856.6539
#> 138          1247.8716         1267.261               6       1856.6539
#> 139           944.5672         1172.830               7       1482.0037
#> 140          1361.4486         1661.587               6       1899.0042
#> 141          1588.4897         1493.202               3       3149.9372
#> 142          1588.4897         1493.202               3       3149.9372
#> 143             0.0000            0.000               0          0.0000
#> 144             0.0000            0.000               1       5432.4988
#> 145             0.0000            0.000               1       5432.4988
#> 146          1247.8716         1267.261               6       1856.6539
#> 147             0.0000            0.000               0          0.0000
#> 148             0.0000            0.000               0          0.0000
#> 149             0.0000            0.000               0          0.0000
#> 150             0.0000            0.000               0          0.0000
#> 151          1247.8716         1267.261               6       1856.6539
#> 152          1361.4486         1661.587               6       1899.0042
#> 153           944.5672         1172.830               7       1482.0037
#> 154             0.0000            0.000               0          0.0000
#> 155          1361.4486         1661.587               6       1899.0042
#> 156          1361.4486         1661.587               6       1899.0042
#> 157             0.0000            0.000               1       5432.4988
#> 158             0.0000            0.000               1       5432.4988
#> 159             0.0000            0.000               0          0.0000
#> 160             0.0000            0.000               0          0.0000
#> 161             0.0000            0.000               0          0.0000
#> 162             0.0000            0.000               0          0.0000
#> 163             0.0000            0.000               0          0.0000
#> 164             0.0000            0.000               0          0.0000
#> 165             0.0000            0.000               2        429.2043
#> 166          1361.4486         1661.587               6       1899.0042
#> 167             0.0000            0.000               2        429.2043
#> 168          1247.8716         1267.261               6       1856.6539
#> 169             0.0000            0.000               0          0.0000
#> 170           944.5672         1172.830               7       1482.0037
#> 171             0.0000            0.000               0          0.0000
#> 172             0.0000            0.000               1       5432.4988
#> 173             0.0000            0.000               0          0.0000
#> 174             0.0000            0.000               1       5432.4988
#> 175             0.0000            0.000               1       5432.4988
#> 176             0.0000            0.000               1       5432.4988
#> 177             0.0000            0.000               0          0.0000
#> 178          1247.8716         1267.261               6       1856.6539
#> 179          1247.8716         1267.261               6       1856.6539
#> 180             0.0000            0.000               0          0.0000
#> 181             0.0000            0.000               0          0.0000
#> 182             0.0000            0.000               0          0.0000
#> 183             0.0000            0.000               0          0.0000
#> 184             0.0000            0.000               1       5432.4988
#> 185             0.0000            0.000               0          0.0000
#> 186             0.0000            0.000               1       5432.4988
#> 187             0.0000            0.000               0          0.0000
#> 188          1588.4897         1493.202               3       3149.9372
#> 189             0.0000            0.000               1       5432.4988
#> 190          1588.4897         1493.202               3       3149.9372
#> 191          1247.8716         1267.261               6       1856.6539
#> 192          1247.8716         1267.261               6       1856.6539
#> 193             0.0000            0.000               2        429.2043
#> 194           944.5672         1172.830               7       1482.0037
#> 195             0.0000            0.000               0          0.0000
#> 196             0.0000            0.000               1       5432.4988
#> 197             0.0000            0.000               2        429.2043
#> 198             0.0000            0.000               0          0.0000
#> 199             0.0000            0.000               1       5432.4988
#> 200             0.0000            0.000               0          0.0000
#> 201             0.0000            0.000               0          0.0000
#> 202             0.0000            0.000               0          0.0000
#> 203             0.0000            0.000               0          0.0000
#> 204          1588.4897         1493.202               3       3149.9372
#> 205          1247.8716         1267.261               6       1856.6539
#> 206             0.0000            0.000               0          0.0000
#> 207          1361.4486         1661.587               6       1899.0042
#> 208             0.0000            0.000               0          0.0000
#> 209          1247.8716         1267.261               6       1856.6539
#> 210             0.0000            0.000               1       5432.4988
#> 211          1361.4486         1661.587               6       1899.0042
#> 212           944.5672         1172.830               7       1482.0037
#> 213             0.0000            0.000               0          0.0000
#> 214             0.0000            0.000               0          0.0000
#> 215          1247.8716         1267.261               6       1856.6539
#> 216          1588.4897         1493.202               3       3149.9372
#> 217             0.0000            0.000               0          0.0000
#> 218          1588.4897         1493.202               3       3149.9372
#> 219             0.0000            0.000               0          0.0000
#> 220             0.0000            0.000               1       5432.4988
#> 221             0.0000            0.000               1       5432.4988
#> 222          1588.4897         1493.202               3       3149.9372
#> 223             0.0000            0.000               1       5432.4988
#> 224             0.0000            0.000               0          0.0000
#> 225             0.0000            0.000               0          0.0000
#> 226          1588.4897         1493.202               3       3149.9372
#> 227             0.0000            0.000               0          0.0000
#> 228             0.0000            0.000               0          0.0000
#> 229          1247.8716         1267.261               6       1856.6539
#> 230           944.5672         1172.830               7       1482.0037
#> 231          1361.4486         1661.587               6       1899.0042
#> 232             0.0000            0.000               0          0.0000
#> 233           944.5672         1172.830               7       1482.0037
#> 234           944.5672         1172.830               7       1482.0037
#> 235             0.0000            0.000               2        429.2043
#> 236          1588.4897         1493.202               3       3149.9372
#> 237          1588.4897         1493.202               3       3149.9372
#> 238           944.5672         1172.830               7       1482.0037
#> 239          1247.8716         1267.261               6       1856.6539
#> 240             0.0000            0.000               0          0.0000
#> 241             0.0000            0.000               1       5432.4988
#> 242          1361.4486         1661.587               6       1899.0042
#> 243             0.0000            0.000               0          0.0000
#> 244             0.0000            0.000               0          0.0000
#> 245             0.0000            0.000               0          0.0000
#> 246          1247.8716         1267.261               6       1856.6539
#> 247          1247.8716         1267.261               6       1856.6539
#> 248          1247.8716         1267.261               6       1856.6539
#> 249             0.0000            0.000               0          0.0000
#> 250          1247.8716         1267.261               6       1856.6539
#> 251          1361.4486         1661.587               6       1899.0042
#> 252             0.0000            0.000               0          0.0000
#> 253             0.0000            0.000               0          0.0000
#> 254             0.0000            0.000               0          0.0000
#> 255             0.0000            0.000               2        429.2043
#> 256             0.0000            0.000               0          0.0000
#> 257             0.0000            0.000               0          0.0000
#> 258             0.0000            0.000               1       5432.4988
#> 259             0.0000            0.000               1       5432.4988
#> 260             0.0000            0.000               1       5432.4988
#> 261          1247.8716         1267.261               6       1856.6539
#> 262             0.0000            0.000               0          0.0000
#> 263             0.0000            0.000               0          0.0000
#> 264             0.0000            0.000               0          0.0000
#> 265             0.0000            0.000               0          0.0000
#> 266             0.0000            0.000               0          0.0000
#> 267             0.0000            0.000               0          0.0000
#> 268             0.0000            0.000               0          0.0000
#> 269          1361.4486         1661.587               6       1899.0042
#> 270          1247.8716         1267.261               6       1856.6539
#> 271           944.5672         1172.830               7       1482.0037
#> 272             0.0000            0.000               0          0.0000
#> 273             0.0000            0.000               0          0.0000
#> 274             0.0000            0.000               0          0.0000
#> 275             0.0000            0.000               0          0.0000
#> 276             0.0000            0.000               0          0.0000
#> 277             0.0000            0.000               0          0.0000
#> 278             0.0000            0.000               0          0.0000
#> 279          1247.8716         1267.261               6       1856.6539
#> 280             0.0000            0.000               2        429.2043
#> 281           944.5672         1172.830               7       1482.0037
#> 282             0.0000            0.000               1       5432.4988
#> 283             0.0000            0.000               0          0.0000
#> 284             0.0000            0.000               0          0.0000
#> 285             0.0000            0.000               0          0.0000
#> 286          1247.8716         1267.261               6       1856.6539
#> 287          1247.8716         1267.261               6       1856.6539
#> 288             0.0000            0.000               0          0.0000
#> 289             0.0000            0.000               0          0.0000
#> 290          1247.8716         1267.261               6       1856.6539
#> 291           944.5672         1172.830               7       1482.0037
#> 292          1361.4486         1661.587               6       1899.0042
#> 293          1588.4897         1493.202               3       3149.9372
#> 294             0.0000            0.000               1       5432.4988
#> 295          1247.8716         1267.261               6       1856.6539
#> 296           944.5672         1172.830               7       1482.0037
#> 297          1588.4897         1493.202               3       3149.9372
#> 298          1588.4897         1493.202               3       3149.9372
#> 299             0.0000            0.000               0          0.0000
#> 300             0.0000            0.000               2        429.2043
#> 301             0.0000            0.000               0          0.0000
#> 302          1247.8716         1267.261               6       1856.6539
#> 303          1247.8716         1267.261               6       1856.6539
#> 304           944.5672         1172.830               7       1482.0037
#> 305           944.5672         1172.830               7       1482.0037
#> 306             0.0000            0.000               0          0.0000
#> 307          1247.8716         1267.261               6       1856.6539
#> 308          1247.8716         1267.261               6       1856.6539
#> 309             0.0000            0.000               0          0.0000
#> 310             0.0000            0.000               0          0.0000
#> 311          1247.8716         1267.261               6       1856.6539
#> 312             0.0000            0.000               0          0.0000
#> 313             0.0000            0.000               0          0.0000
#> 314             0.0000            0.000               0          0.0000
#> 315             0.0000            0.000               0          0.0000
#> 316             0.0000            0.000               0          0.0000
#> 317             0.0000            0.000               0          0.0000
#> 318          1361.4486         1661.587               6       1899.0042
#> 319             0.0000            0.000               1       5432.4988
#> 320             0.0000            0.000               0          0.0000
#> 321          1588.4897         1493.202               3       3149.9372
#> 322             0.0000            0.000               1       5432.4988
#> 323             0.0000            0.000               0          0.0000
#> 324             0.0000            0.000               2        429.2043
#> 325             0.0000            0.000               0          0.0000
#> 326             0.0000            0.000               0          0.0000
#> 327          1247.8716         1267.261               6       1856.6539
#> 328           944.5672         1172.830               7       1482.0037
#> 329          1588.4897         1493.202               3       3149.9372
#> 330           944.5672         1172.830               7       1482.0037
#> 331          1361.4486         1661.587               6       1899.0042
#> 332          1361.4486         1661.587               6       1899.0042
#> 333          1361.4486         1661.587               6       1899.0042
#> 334           944.5672         1172.830               7       1482.0037
#> 335          1247.8716         1267.261               6       1856.6539
#> 336             0.0000            0.000               2        429.2043
#> 337           944.5672         1172.830               7       1482.0037
#> 338          1588.4897         1493.202               3       3149.9372
#> 339             0.0000            0.000               0          0.0000
#> 340           944.5672         1172.830               7       1482.0037
#> 341             0.0000            0.000               0          0.0000
#> 342             0.0000            0.000               1       5432.4988
#> 343             0.0000            0.000               0          0.0000
#> 344           944.5672         1172.830               7       1482.0037
#> 345          1588.4897         1493.202               3       3149.9372
#> 346             0.0000            0.000               0          0.0000
#> 347          1361.4486         1661.587               6       1899.0042
#> 348             0.0000            0.000               2        429.2043
#> 349          1247.8716         1267.261               6       1856.6539
#> 350             0.0000            0.000               0          0.0000
#> 351          1247.8716         1267.261               6       1856.6539
#> 352             0.0000            0.000               0          0.0000
#> 353           944.5672         1172.830               7       1482.0037
#> 354          1361.4486         1661.587               6       1899.0042
#> 355           944.5672         1172.830               7       1482.0037
#> 356          1361.4486         1661.587               6       1899.0042
#> 357          1588.4897         1493.202               3       3149.9372
#> 358             0.0000            0.000               1       5432.4988
#> 359             0.0000            0.000               2        429.2043
#> 360           944.5672         1172.830               7       1482.0037
#> 361           944.5672         1172.830               7       1482.0037
#> 362             0.0000            0.000               0          0.0000
#> 363          1361.4486         1661.587               6       1899.0042
#> 364          1361.4486         1661.587               6       1899.0042
#> 365          1247.8716         1267.261               6       1856.6539
#> 366             0.0000            0.000               0          0.0000
#> 367          1361.4486         1661.587               6       1899.0042
#> 368          1588.4897         1493.202               3       3149.9372
#> 369          1361.4486         1661.587               6       1899.0042
#> 370          1361.4486         1661.587               6       1899.0042
#> 371           944.5672         1172.830               7       1482.0037
#> 372           944.5672         1172.830               7       1482.0037
#> 373          1361.4486         1661.587               6       1899.0042
#> 374          1247.8716         1267.261               6       1856.6539
#> 375          1361.4486         1661.587               6       1899.0042
#> 376             0.0000            0.000               2        429.2043
#> 377           944.5672         1172.830               7       1482.0037
#> 378             0.0000            0.000               0          0.0000
#> 379             0.0000            0.000               0          0.0000
#> 380             0.0000            0.000               0          0.0000
#> 381           944.5672         1172.830               7       1482.0037
#> 382          1247.8716         1267.261               6       1856.6539
#> 383             0.0000            0.000               0          0.0000
#> 384             0.0000            0.000               0          0.0000
#> 385           944.5672         1172.830               7       1482.0037
#> 386             0.0000            0.000               1       5432.4988
#> 387             0.0000            0.000               1       5432.4988
#> 388          1361.4486         1661.587               6       1899.0042
#> 389          1247.8716         1267.261               6       1856.6539
#> 390          1361.4486         1661.587               6       1899.0042
#> 391           944.5672         1172.830               7       1482.0037
#> 392          1361.4486         1661.587               6       1899.0042
#> 393          1588.4897         1493.202               3       3149.9372
#> 394             0.0000            0.000               1       5432.4988
#> 395             0.0000            0.000               0          0.0000
#> 396          1247.8716         1267.261               6       1856.6539
#> 397           944.5672         1172.830               7       1482.0037
#> 398           944.5672         1172.830               7       1482.0037
#> 399             0.0000            0.000               2        429.2043
#> 400           944.5672         1172.830               7       1482.0037
#> 401             0.0000            0.000               0          0.0000
#> 402             0.0000            0.000               0          0.0000
#> 403          1361.4486         1661.587               6       1899.0042
#> 404          1361.4486         1661.587               6       1899.0042
#> 405          1361.4486         1661.587               6       1899.0042
#> 406          1361.4486         1661.587               6       1899.0042
#> 407          1588.4897         1493.202               3       3149.9372
#> 408          1588.4897         1493.202               3       3149.9372
#> 409          1361.4486         1661.587               6       1899.0042
#> 410          1588.4897         1493.202               3       3149.9372
#> 411             0.0000            0.000               0          0.0000
#> 412             0.0000            0.000               0          0.0000
#> 413          1588.4897         1493.202               3       3149.9372
#> 414             0.0000            0.000               0          0.0000
#> 415          1361.4486         1661.587               6       1899.0042
#> 416          1361.4486         1661.587               6       1899.0042
#> 417          1361.4486         1661.587               6       1899.0042
#> 418          1361.4486         1661.587               6       1899.0042
#> 419          1588.4897         1493.202               3       3149.9372
#> 420          1588.4897         1493.202               3       3149.9372
#> 421          1588.4897         1493.202               3       3149.9372
#> 422          1361.4486         1661.587               6       1899.0042
#> 423          1361.4486         1661.587               6       1899.0042
#> 424          1361.4486         1661.587               6       1899.0042
#> 425          1361.4486         1661.587               6       1899.0042
#> 426             0.0000            0.000               1       5432.4988
#> 427          1588.4897         1493.202               3       3149.9372
#> 428             0.0000            0.000               0          0.0000
#>     Strata_seEstimate Strata_cv Total_N Total_nImputed Total_AnImputed
#> 1           6377.2954  0.313597     428             25              15
#> 2           6377.2954  0.313597     428             25              15
#> 3           6377.2954  0.313597     428             25              15
#> 4           6377.2954  0.313597     428             25              15
#> 5           2710.6941  3.085677     428             25              15
#> 6           1149.7797  6.234915     428             25              15
#> 7              0.0000  0.000000     428             25              15
#> 8            381.9351  5.718763     428             25              15
#> 9              0.0000  0.000000     428             25              15
#> 10             0.0000  0.000000     428             25              15
#> 11             0.0000  0.000000     428             25              15
#> 12             0.0000  0.000000     428             25              15
#> 13          1807.2160  2.718524     428             25              15
#> 14             0.0000  0.000000     428             25              15
#> 15             0.0000  0.000000     428             25              15
#> 16             0.0000  0.000000     428             25              15
#> 17             0.0000  0.000000     428             25              15
#> 18             0.0000  0.000000     428             25              15
#> 19             0.0000  0.000000     428             25              15
#> 20          6377.2954  0.313597     428             25              15
#> 21             0.0000  0.000000     428             25              15
#> 22             0.0000  0.000000     428             25              15
#> 23             0.0000  0.000000     428             25              15
#> 24          6377.2954  0.313597     428             25              15
#> 25          6377.2954  0.313597     428             25              15
#> 26          6377.2954  0.313597     428             25              15
#> 27             0.0000  0.000000     428             25              15
#> 28             0.0000  0.000000     428             25              15
#> 29             0.0000  0.000000     428             25              15
#> 30             0.0000  0.000000     428             25              15
#> 31             0.0000  0.000000     428             25              15
#> 32          6377.2954  0.313597     428             25              15
#> 33          6377.2954  0.313597     428             25              15
#> 34          6377.2954  0.313597     428             25              15
#> 35             0.0000  0.000000     428             25              15
#> 36          6377.2954  0.313597     428             25              15
#> 37             0.0000  0.000000     428             25              15
#> 38          6377.2954  0.313597     428             25              15
#> 39             0.0000  0.000000     428             25              15
#> 40          1807.2160  2.718524     428             25              15
#> 41          6377.2954  0.313597     428             25              15
#> 42             0.0000  0.000000     428             25              15
#> 43          6377.2954  0.313597     428             25              15
#> 44          6377.2954  0.313597     428             25              15
#> 45             0.0000  0.000000     428             25              15
#> 46             0.0000  0.000000     428             25              15
#> 47             0.0000  0.000000     428             25              15
#> 48             0.0000  0.000000     428             25              15
#> 49             0.0000  0.000000     428             25              15
#> 50          1807.2160  2.718524     428             25              15
#> 51             0.0000  0.000000     428             25              15
#> 52          1807.2160  2.718524     428             25              15
#> 53          6377.2954  0.313597     428             25              15
#> 54             0.0000  0.000000     428             25              15
#> 55          1807.2160  2.718524     428             25              15
#> 56          1807.2160  2.718524     428             25              15
#> 57          2710.6941  3.085677     428             25              15
#> 58          1715.5123  3.944099     428             25              15
#> 59          1149.7797  6.234915     428             25              15
#> 60             0.0000  0.000000     428             25              15
#> 61          1807.2160  2.718524     428             25              15
#> 62          1807.2160  2.718524     428             25              15
#> 63          1149.7797  6.234915     428             25              15
#> 64          6377.2954  0.313597     428             25              15
#> 65          6377.2954  0.313597     428             25              15
#> 66          1807.2160  2.718524     428             25              15
#> 67          1149.7797  6.234915     428             25              15
#> 68          2710.6941  3.085677     428             25              15
#> 69          2710.6941  3.085677     428             25              15
#> 70          1807.2160  2.718524     428             25              15
#> 71             0.0000  0.000000     428             25              15
#> 72             0.0000  0.000000     428             25              15
#> 73          1807.2160  2.718524     428             25              15
#> 74          1807.2160  2.718524     428             25              15
#> 75             0.0000  0.000000     428             25              15
#> 76             0.0000  0.000000     428             25              15
#> 77             0.0000  0.000000     428             25              15
#> 78             0.0000  0.000000     428             25              15
#> 79             0.0000  0.000000     428             25              15
#> 80             0.0000  0.000000     428             25              15
#> 81             0.0000  0.000000     428             25              15
#> 82             0.0000  0.000000     428             25              15
#> 83             0.0000  0.000000     428             25              15
#> 84          1807.2160  2.718524     428             25              15
#> 85          1715.5123  3.944099     428             25              15
#> 86             0.0000  0.000000     428             25              15
#> 87          1807.2160  2.718524     428             25              15
#> 88          1807.2160  2.718524     428             25              15
#> 89          1715.5123  3.944099     428             25              15
#> 90          6377.2954  0.313597     428             25              15
#> 91          6377.2954  0.313597     428             25              15
#> 92          6377.2954  0.313597     428             25              15
#> 93             0.0000  0.000000     428             25              15
#> 94          1149.7797  6.234915     428             25              15
#> 95          1807.2160  2.718524     428             25              15
#> 96          1807.2160  2.718524     428             25              15
#> 97          1807.2160  2.718524     428             25              15
#> 98          2710.6941  3.085677     428             25              15
#> 99          2710.6941  3.085677     428             25              15
#> 100         1807.2160  2.718524     428             25              15
#> 101            0.0000  0.000000     428             25              15
#> 102            0.0000  0.000000     428             25              15
#> 103            0.0000  0.000000     428             25              15
#> 104         6377.2954  0.313597     428             25              15
#> 105         6377.2954  0.313597     428             25              15
#> 106         6377.2954  0.313597     428             25              15
#> 107            0.0000  0.000000     428             25              15
#> 108            0.0000  0.000000     428             25              15
#> 109         1715.5123  3.944099     428             25              15
#> 110         1715.5123  3.944099     428             25              15
#> 111         6377.2954  0.313597     428             25              15
#> 112            0.0000  0.000000     428             25              15
#> 113         6377.2954  0.313597     428             25              15
#> 114         6377.2954  0.313597     428             25              15
#> 115         6377.2954  0.313597     428             25              15
#> 116            0.0000  0.000000     428             25              15
#> 117            0.0000  0.000000     428             25              15
#> 118         1807.2160  2.718524     428             25              15
#> 119            0.0000  0.000000     428             25              15
#> 120            0.0000  0.000000     428             25              15
#> 121            0.0000  0.000000     428             25              15
#> 122         6377.2954  0.313597     428             25              15
#> 123            0.0000  0.000000     428             25              15
#> 124            0.0000  0.000000     428             25              15
#> 125         6377.2954  0.313597     428             25              15
#> 126         6377.2954  0.313597     428             25              15
#> 127            0.0000  0.000000     428             25              15
#> 128            0.0000  0.000000     428             25              15
#> 129            0.0000  0.000000     428             25              15
#> 130            0.0000  0.000000     428             25              15
#> 131         1807.2160  2.718524     428             25              15
#> 132            0.0000  0.000000     428             25              15
#> 133            0.0000  0.000000     428             25              15
#> 134            0.0000  0.000000     428             25              15
#> 135            0.0000  0.000000     428             25              15
#> 136         1149.7797  6.234915     428             25              15
#> 137         1807.2160  2.718524     428             25              15
#> 138         1807.2160  2.718524     428             25              15
#> 139         1149.7797  6.234915     428             25              15
#> 140         1715.5123  3.944099     428             25              15
#> 141         2710.6941  3.085677     428             25              15
#> 142         2710.6941  3.085677     428             25              15
#> 143            0.0000  0.000000     428             25              15
#> 144         6377.2954  0.313597     428             25              15
#> 145         6377.2954  0.313597     428             25              15
#> 146         1807.2160  2.718524     428             25              15
#> 147            0.0000  0.000000     428             25              15
#> 148            0.0000  0.000000     428             25              15
#> 149            0.0000  0.000000     428             25              15
#> 150            0.0000  0.000000     428             25              15
#> 151         1807.2160  2.718524     428             25              15
#> 152         1715.5123  3.944099     428             25              15
#> 153         1149.7797  6.234915     428             25              15
#> 154            0.0000  0.000000     428             25              15
#> 155         1715.5123  3.944099     428             25              15
#> 156         1715.5123  3.944099     428             25              15
#> 157         6377.2954  0.313597     428             25              15
#> 158         6377.2954  0.313597     428             25              15
#> 159            0.0000  0.000000     428             25              15
#> 160            0.0000  0.000000     428             25              15
#> 161            0.0000  0.000000     428             25              15
#> 162            0.0000  0.000000     428             25              15
#> 163            0.0000  0.000000     428             25              15
#> 164            0.0000  0.000000     428             25              15
#> 165          381.9351  5.718763     428             25              15
#> 166         1715.5123  3.944099     428             25              15
#> 167          381.9351  5.718763     428             25              15
#> 168         1807.2160  2.718524     428             25              15
#> 169            0.0000  0.000000     428             25              15
#> 170         1149.7797  6.234915     428             25              15
#> 171            0.0000  0.000000     428             25              15
#> 172         6377.2954  0.313597     428             25              15
#> 173            0.0000  0.000000     428             25              15
#> 174         6377.2954  0.313597     428             25              15
#> 175         6377.2954  0.313597     428             25              15
#> 176         6377.2954  0.313597     428             25              15
#> 177            0.0000  0.000000     428             25              15
#> 178         1807.2160  2.718524     428             25              15
#> 179         1807.2160  2.718524     428             25              15
#> 180            0.0000  0.000000     428             25              15
#> 181            0.0000  0.000000     428             25              15
#> 182            0.0000  0.000000     428             25              15
#> 183            0.0000  0.000000     428             25              15
#> 184         6377.2954  0.313597     428             25              15
#> 185            0.0000  0.000000     428             25              15
#> 186         6377.2954  0.313597     428             25              15
#> 187            0.0000  0.000000     428             25              15
#> 188         2710.6941  3.085677     428             25              15
#> 189         6377.2954  0.313597     428             25              15
#> 190         2710.6941  3.085677     428             25              15
#> 191         1807.2160  2.718524     428             25              15
#> 192         1807.2160  2.718524     428             25              15
#> 193          381.9351  5.718763     428             25              15
#> 194         1149.7797  6.234915     428             25              15
#> 195            0.0000  0.000000     428             25              15
#> 196         6377.2954  0.313597     428             25              15
#> 197          381.9351  5.718763     428             25              15
#> 198            0.0000  0.000000     428             25              15
#> 199         6377.2954  0.313597     428             25              15
#> 200            0.0000  0.000000     428             25              15
#> 201            0.0000  0.000000     428             25              15
#> 202            0.0000  0.000000     428             25              15
#> 203            0.0000  0.000000     428             25              15
#> 204         2710.6941  3.085677     428             25              15
#> 205         1807.2160  2.718524     428             25              15
#> 206            0.0000  0.000000     428             25              15
#> 207         1715.5123  3.944099     428             25              15
#> 208            0.0000  0.000000     428             25              15
#> 209         1807.2160  2.718524     428             25              15
#> 210         6377.2954  0.313597     428             25              15
#> 211         1715.5123  3.944099     428             25              15
#> 212         1149.7797  6.234915     428             25              15
#> 213            0.0000  0.000000     428             25              15
#> 214            0.0000  0.000000     428             25              15
#> 215         1807.2160  2.718524     428             25              15
#> 216         2710.6941  3.085677     428             25              15
#> 217            0.0000  0.000000     428             25              15
#> 218         2710.6941  3.085677     428             25              15
#> 219            0.0000  0.000000     428             25              15
#> 220         6377.2954  0.313597     428             25              15
#> 221         6377.2954  0.313597     428             25              15
#> 222         2710.6941  3.085677     428             25              15
#> 223         6377.2954  0.313597     428             25              15
#> 224            0.0000  0.000000     428             25              15
#> 225            0.0000  0.000000     428             25              15
#> 226         2710.6941  3.085677     428             25              15
#> 227            0.0000  0.000000     428             25              15
#> 228            0.0000  0.000000     428             25              15
#> 229         1807.2160  2.718524     428             25              15
#> 230         1149.7797  6.234915     428             25              15
#> 231         1715.5123  3.944099     428             25              15
#> 232            0.0000  0.000000     428             25              15
#> 233         1149.7797  6.234915     428             25              15
#> 234         1149.7797  6.234915     428             25              15
#> 235          381.9351  5.718763     428             25              15
#> 236         2710.6941  3.085677     428             25              15
#> 237         2710.6941  3.085677     428             25              15
#> 238         1149.7797  6.234915     428             25              15
#> 239         1807.2160  2.718524     428             25              15
#> 240            0.0000  0.000000     428             25              15
#> 241         6377.2954  0.313597     428             25              15
#> 242         1715.5123  3.944099     428             25              15
#> 243            0.0000  0.000000     428             25              15
#> 244            0.0000  0.000000     428             25              15
#> 245            0.0000  0.000000     428             25              15
#> 246         1807.2160  2.718524     428             25              15
#> 247         1807.2160  2.718524     428             25              15
#> 248         1807.2160  2.718524     428             25              15
#> 249            0.0000  0.000000     428             25              15
#> 250         1807.2160  2.718524     428             25              15
#> 251         1715.5123  3.944099     428             25              15
#> 252            0.0000  0.000000     428             25              15
#> 253            0.0000  0.000000     428             25              15
#> 254            0.0000  0.000000     428             25              15
#> 255          381.9351  5.718763     428             25              15
#> 256            0.0000  0.000000     428             25              15
#> 257            0.0000  0.000000     428             25              15
#> 258         6377.2954  0.313597     428             25              15
#> 259         6377.2954  0.313597     428             25              15
#> 260         6377.2954  0.313597     428             25              15
#> 261         1807.2160  2.718524     428             25              15
#> 262            0.0000  0.000000     428             25              15
#> 263            0.0000  0.000000     428             25              15
#> 264            0.0000  0.000000     428             25              15
#> 265            0.0000  0.000000     428             25              15
#> 266            0.0000  0.000000     428             25              15
#> 267            0.0000  0.000000     428             25              15
#> 268            0.0000  0.000000     428             25              15
#> 269         1715.5123  3.944099     428             25              15
#> 270         1807.2160  2.718524     428             25              15
#> 271         1149.7797  6.234915     428             25              15
#> 272            0.0000  0.000000     428             25              15
#> 273            0.0000  0.000000     428             25              15
#> 274            0.0000  0.000000     428             25              15
#> 275            0.0000  0.000000     428             25              15
#> 276            0.0000  0.000000     428             25              15
#> 277            0.0000  0.000000     428             25              15
#> 278            0.0000  0.000000     428             25              15
#> 279         1807.2160  2.718524     428             25              15
#> 280          381.9351  5.718763     428             25              15
#> 281         1149.7797  6.234915     428             25              15
#> 282         6377.2954  0.313597     428             25              15
#> 283            0.0000  0.000000     428             25              15
#> 284            0.0000  0.000000     428             25              15
#> 285            0.0000  0.000000     428             25              15
#> 286         1807.2160  2.718524     428             25              15
#> 287         1807.2160  2.718524     428             25              15
#> 288            0.0000  0.000000     428             25              15
#> 289            0.0000  0.000000     428             25              15
#> 290         1807.2160  2.718524     428             25              15
#> 291         1149.7797  6.234915     428             25              15
#> 292         1715.5123  3.944099     428             25              15
#> 293         2710.6941  3.085677     428             25              15
#> 294         6377.2954  0.313597     428             25              15
#> 295         1807.2160  2.718524     428             25              15
#> 296         1149.7797  6.234915     428             25              15
#> 297         2710.6941  3.085677     428             25              15
#> 298         2710.6941  3.085677     428             25              15
#> 299            0.0000  0.000000     428             25              15
#> 300          381.9351  5.718763     428             25              15
#> 301            0.0000  0.000000     428             25              15
#> 302         1807.2160  2.718524     428             25              15
#> 303         1807.2160  2.718524     428             25              15
#> 304         1149.7797  6.234915     428             25              15
#> 305         1149.7797  6.234915     428             25              15
#> 306            0.0000  0.000000     428             25              15
#> 307         1807.2160  2.718524     428             25              15
#> 308         1807.2160  2.718524     428             25              15
#> 309            0.0000  0.000000     428             25              15
#> 310            0.0000  0.000000     428             25              15
#> 311         1807.2160  2.718524     428             25              15
#> 312            0.0000  0.000000     428             25              15
#> 313            0.0000  0.000000     428             25              15
#> 314            0.0000  0.000000     428             25              15
#> 315            0.0000  0.000000     428             25              15
#> 316            0.0000  0.000000     428             25              15
#> 317            0.0000  0.000000     428             25              15
#> 318         1715.5123  3.944099     428             25              15
#> 319         6377.2954  0.313597     428             25              15
#> 320            0.0000  0.000000     428             25              15
#> 321         2710.6941  3.085677     428             25              15
#> 322         6377.2954  0.313597     428             25              15
#> 323            0.0000  0.000000     428             25              15
#> 324          381.9351  5.718763     428             25              15
#> 325            0.0000  0.000000     428             25              15
#> 326            0.0000  0.000000     428             25              15
#> 327         1807.2160  2.718524     428             25              15
#> 328         1149.7797  6.234915     428             25              15
#> 329         2710.6941  3.085677     428             25              15
#> 330         1149.7797  6.234915     428             25              15
#> 331         1715.5123  3.944099     428             25              15
#> 332         1715.5123  3.944099     428             25              15
#> 333         1715.5123  3.944099     428             25              15
#> 334         1149.7797  6.234915     428             25              15
#> 335         1807.2160  2.718524     428             25              15
#> 336          381.9351  5.718763     428             25              15
#> 337         1149.7797  6.234915     428             25              15
#> 338         2710.6941  3.085677     428             25              15
#> 339            0.0000  0.000000     428             25              15
#> 340         1149.7797  6.234915     428             25              15
#> 341            0.0000  0.000000     428             25              15
#> 342         6377.2954  0.313597     428             25              15
#> 343            0.0000  0.000000     428             25              15
#> 344         1149.7797  6.234915     428             25              15
#> 345         2710.6941  3.085677     428             25              15
#> 346            0.0000  0.000000     428             25              15
#> 347         1715.5123  3.944099     428             25              15
#> 348          381.9351  5.718763     428             25              15
#> 349         1807.2160  2.718524     428             25              15
#> 350            0.0000  0.000000     428             25              15
#> 351         1807.2160  2.718524     428             25              15
#> 352            0.0000  0.000000     428             25              15
#> 353         1149.7797  6.234915     428             25              15
#> 354         1715.5123  3.944099     428             25              15
#> 355         1149.7797  6.234915     428             25              15
#> 356         1715.5123  3.944099     428             25              15
#> 357         2710.6941  3.085677     428             25              15
#> 358         6377.2954  0.313597     428             25              15
#> 359          381.9351  5.718763     428             25              15
#> 360         1149.7797  6.234915     428             25              15
#> 361         1149.7797  6.234915     428             25              15
#> 362            0.0000  0.000000     428             25              15
#> 363         1715.5123  3.944099     428             25              15
#> 364         1715.5123  3.944099     428             25              15
#> 365         1807.2160  2.718524     428             25              15
#> 366            0.0000  0.000000     428             25              15
#> 367         1715.5123  3.944099     428             25              15
#> 368         2710.6941  3.085677     428             25              15
#> 369         1715.5123  3.944099     428             25              15
#> 370         1715.5123  3.944099     428             25              15
#> 371         1149.7797  6.234915     428             25              15
#> 372         1149.7797  6.234915     428             25              15
#> 373         1715.5123  3.944099     428             25              15
#> 374         1807.2160  2.718524     428             25              15
#> 375         1715.5123  3.944099     428             25              15
#> 376          381.9351  5.718763     428             25              15
#> 377         1149.7797  6.234915     428             25              15
#> 378            0.0000  0.000000     428             25              15
#> 379            0.0000  0.000000     428             25              15
#> 380            0.0000  0.000000     428             25              15
#> 381         1149.7797  6.234915     428             25              15
#> 382         1807.2160  2.718524     428             25              15
#> 383            0.0000  0.000000     428             25              15
#> 384            0.0000  0.000000     428             25              15
#> 385         1149.7797  6.234915     428             25              15
#> 386         6377.2954  0.313597     428             25              15
#> 387         6377.2954  0.313597     428             25              15
#> 388         1715.5123  3.944099     428             25              15
#> 389         1807.2160  2.718524     428             25              15
#> 390         1715.5123  3.944099     428             25              15
#> 391         1149.7797  6.234915     428             25              15
#> 392         1715.5123  3.944099     428             25              15
#> 393         2710.6941  3.085677     428             25              15
#> 394         6377.2954  0.313597     428             25              15
#> 395            0.0000  0.000000     428             25              15
#> 396         1807.2160  2.718524     428             25              15
#> 397         1149.7797  6.234915     428             25              15
#> 398         1149.7797  6.234915     428             25              15
#> 399          381.9351  5.718763     428             25              15
#> 400         1149.7797  6.234915     428             25              15
#> 401            0.0000  0.000000     428             25              15
#> 402            0.0000  0.000000     428             25              15
#> 403         1715.5123  3.944099     428             25              15
#> 404         1715.5123  3.944099     428             25              15
#> 405         1715.5123  3.944099     428             25              15
#> 406         1715.5123  3.944099     428             25              15
#> 407         2710.6941  3.085677     428             25              15
#> 408         2710.6941  3.085677     428             25              15
#> 409         1715.5123  3.944099     428             25              15
#> 410         2710.6941  3.085677     428             25              15
#> 411            0.0000  0.000000     428             25              15
#> 412            0.0000  0.000000     428             25              15
#> 413         2710.6941  3.085677     428             25              15
#> 414            0.0000  0.000000     428             25              15
#> 415         1715.5123  3.944099     428             25              15
#> 416         1715.5123  3.944099     428             25              15
#> 417         1715.5123  3.944099     428             25              15
#> 418         1715.5123  3.944099     428             25              15
#> 419         2710.6941  3.085677     428             25              15
#> 420         2710.6941  3.085677     428             25              15
#> 421         2710.6941  3.085677     428             25              15
#> 422         1715.5123  3.944099     428             25              15
#> 423         1715.5123  3.944099     428             25              15
#> 424         1715.5123  3.944099     428             25              15
#> 425         1715.5123  3.944099     428             25              15
#> 426         6377.2954  0.313597     428             25              15
#> 427         2710.6941  3.085677     428             25              15
#> 428            0.0000  0.000000     428             25              15
#>     Total_BnImputed Total_estimate  Total_cv
#> 1                10        2971211 0.2511731
#> 2                10        2971211 0.2511731
#> 3                10        2971211 0.2511731
#> 4                10        2971211 0.2511731
#> 5                10        2971211 0.2511731
#> 6                10        2971211 0.2511731
#> 7                10        2971211 0.2511731
#> 8                10        2971211 0.2511731
#> 9                10        2971211 0.2511731
#> 10               10        2971211 0.2511731
#> 11               10        2971211 0.2511731
#> 12               10        2971211 0.2511731
#> 13               10        2971211 0.2511731
#> 14               10        2971211 0.2511731
#> 15               10        2971211 0.2511731
#> 16               10        2971211 0.2511731
#> 17               10        2971211 0.2511731
#> 18               10        2971211 0.2511731
#> 19               10        2971211 0.2511731
#> 20               10        2971211 0.2511731
#> 21               10        2971211 0.2511731
#> 22               10        2971211 0.2511731
#> 23               10        2971211 0.2511731
#> 24               10        2971211 0.2511731
#> 25               10        2971211 0.2511731
#> 26               10        2971211 0.2511731
#> 27               10        2971211 0.2511731
#> 28               10        2971211 0.2511731
#> 29               10        2971211 0.2511731
#> 30               10        2971211 0.2511731
#> 31               10        2971211 0.2511731
#> 32               10        2971211 0.2511731
#> 33               10        2971211 0.2511731
#> 34               10        2971211 0.2511731
#> 35               10        2971211 0.2511731
#> 36               10        2971211 0.2511731
#> 37               10        2971211 0.2511731
#> 38               10        2971211 0.2511731
#> 39               10        2971211 0.2511731
#> 40               10        2971211 0.2511731
#> 41               10        2971211 0.2511731
#> 42               10        2971211 0.2511731
#> 43               10        2971211 0.2511731
#> 44               10        2971211 0.2511731
#> 45               10        2971211 0.2511731
#> 46               10        2971211 0.2511731
#> 47               10        2971211 0.2511731
#> 48               10        2971211 0.2511731
#> 49               10        2971211 0.2511731
#> 50               10        2971211 0.2511731
#> 51               10        2971211 0.2511731
#> 52               10        2971211 0.2511731
#> 53               10        2971211 0.2511731
#> 54               10        2971211 0.2511731
#> 55               10        2971211 0.2511731
#> 56               10        2971211 0.2511731
#> 57               10        2971211 0.2511731
#> 58               10        2971211 0.2511731
#> 59               10        2971211 0.2511731
#> 60               10        2971211 0.2511731
#> 61               10        2971211 0.2511731
#> 62               10        2971211 0.2511731
#> 63               10        2971211 0.2511731
#> 64               10        2971211 0.2511731
#> 65               10        2971211 0.2511731
#> 66               10        2971211 0.2511731
#> 67               10        2971211 0.2511731
#> 68               10        2971211 0.2511731
#> 69               10        2971211 0.2511731
#> 70               10        2971211 0.2511731
#> 71               10        2971211 0.2511731
#> 72               10        2971211 0.2511731
#> 73               10        2971211 0.2511731
#> 74               10        2971211 0.2511731
#> 75               10        2971211 0.2511731
#> 76               10        2971211 0.2511731
#> 77               10        2971211 0.2511731
#> 78               10        2971211 0.2511731
#> 79               10        2971211 0.2511731
#> 80               10        2971211 0.2511731
#> 81               10        2971211 0.2511731
#> 82               10        2971211 0.2511731
#> 83               10        2971211 0.2511731
#> 84               10        2971211 0.2511731
#> 85               10        2971211 0.2511731
#> 86               10        2971211 0.2511731
#> 87               10        2971211 0.2511731
#> 88               10        2971211 0.2511731
#> 89               10        2971211 0.2511731
#> 90               10        2971211 0.2511731
#> 91               10        2971211 0.2511731
#> 92               10        2971211 0.2511731
#> 93               10        2971211 0.2511731
#> 94               10        2971211 0.2511731
#> 95               10        2971211 0.2511731
#> 96               10        2971211 0.2511731
#> 97               10        2971211 0.2511731
#> 98               10        2971211 0.2511731
#> 99               10        2971211 0.2511731
#> 100              10        2971211 0.2511731
#> 101              10        2971211 0.2511731
#> 102              10        2971211 0.2511731
#> 103              10        2971211 0.2511731
#> 104              10        2971211 0.2511731
#> 105              10        2971211 0.2511731
#> 106              10        2971211 0.2511731
#> 107              10        2971211 0.2511731
#> 108              10        2971211 0.2511731
#> 109              10        2971211 0.2511731
#> 110              10        2971211 0.2511731
#> 111              10        2971211 0.2511731
#> 112              10        2971211 0.2511731
#> 113              10        2971211 0.2511731
#> 114              10        2971211 0.2511731
#> 115              10        2971211 0.2511731
#> 116              10        2971211 0.2511731
#> 117              10        2971211 0.2511731
#> 118              10        2971211 0.2511731
#> 119              10        2971211 0.2511731
#> 120              10        2971211 0.2511731
#> 121              10        2971211 0.2511731
#> 122              10        2971211 0.2511731
#> 123              10        2971211 0.2511731
#> 124              10        2971211 0.2511731
#> 125              10        2971211 0.2511731
#> 126              10        2971211 0.2511731
#> 127              10        2971211 0.2511731
#> 128              10        2971211 0.2511731
#> 129              10        2971211 0.2511731
#> 130              10        2971211 0.2511731
#> 131              10        2971211 0.2511731
#> 132              10        2971211 0.2511731
#> 133              10        2971211 0.2511731
#> 134              10        2971211 0.2511731
#> 135              10        2971211 0.2511731
#> 136              10        2971211 0.2511731
#> 137              10        2971211 0.2511731
#> 138              10        2971211 0.2511731
#> 139              10        2971211 0.2511731
#> 140              10        2971211 0.2511731
#> 141              10        2971211 0.2511731
#> 142              10        2971211 0.2511731
#> 143              10        2971211 0.2511731
#> 144              10        2971211 0.2511731
#> 145              10        2971211 0.2511731
#> 146              10        2971211 0.2511731
#> 147              10        2971211 0.2511731
#> 148              10        2971211 0.2511731
#> 149              10        2971211 0.2511731
#> 150              10        2971211 0.2511731
#> 151              10        2971211 0.2511731
#> 152              10        2971211 0.2511731
#> 153              10        2971211 0.2511731
#> 154              10        2971211 0.2511731
#> 155              10        2971211 0.2511731
#> 156              10        2971211 0.2511731
#> 157              10        2971211 0.2511731
#> 158              10        2971211 0.2511731
#> 159              10        2971211 0.2511731
#> 160              10        2971211 0.2511731
#> 161              10        2971211 0.2511731
#> 162              10        2971211 0.2511731
#> 163              10        2971211 0.2511731
#> 164              10        2971211 0.2511731
#> 165              10        2971211 0.2511731
#> 166              10        2971211 0.2511731
#> 167              10        2971211 0.2511731
#> 168              10        2971211 0.2511731
#> 169              10        2971211 0.2511731
#> 170              10        2971211 0.2511731
#> 171              10        2971211 0.2511731
#> 172              10        2971211 0.2511731
#> 173              10        2971211 0.2511731
#> 174              10        2971211 0.2511731
#> 175              10        2971211 0.2511731
#> 176              10        2971211 0.2511731
#> 177              10        2971211 0.2511731
#> 178              10        2971211 0.2511731
#> 179              10        2971211 0.2511731
#> 180              10        2971211 0.2511731
#> 181              10        2971211 0.2511731
#> 182              10        2971211 0.2511731
#> 183              10        2971211 0.2511731
#> 184              10        2971211 0.2511731
#> 185              10        2971211 0.2511731
#> 186              10        2971211 0.2511731
#> 187              10        2971211 0.2511731
#> 188              10        2971211 0.2511731
#> 189              10        2971211 0.2511731
#> 190              10        2971211 0.2511731
#> 191              10        2971211 0.2511731
#> 192              10        2971211 0.2511731
#> 193              10        2971211 0.2511731
#> 194              10        2971211 0.2511731
#> 195              10        2971211 0.2511731
#> 196              10        2971211 0.2511731
#> 197              10        2971211 0.2511731
#> 198              10        2971211 0.2511731
#> 199              10        2971211 0.2511731
#> 200              10        2971211 0.2511731
#> 201              10        2971211 0.2511731
#> 202              10        2971211 0.2511731
#> 203              10        2971211 0.2511731
#> 204              10        2971211 0.2511731
#> 205              10        2971211 0.2511731
#> 206              10        2971211 0.2511731
#> 207              10        2971211 0.2511731
#> 208              10        2971211 0.2511731
#> 209              10        2971211 0.2511731
#> 210              10        2971211 0.2511731
#> 211              10        2971211 0.2511731
#> 212              10        2971211 0.2511731
#> 213              10        2971211 0.2511731
#> 214              10        2971211 0.2511731
#> 215              10        2971211 0.2511731
#> 216              10        2971211 0.2511731
#> 217              10        2971211 0.2511731
#> 218              10        2971211 0.2511731
#> 219              10        2971211 0.2511731
#> 220              10        2971211 0.2511731
#> 221              10        2971211 0.2511731
#> 222              10        2971211 0.2511731
#> 223              10        2971211 0.2511731
#> 224              10        2971211 0.2511731
#> 225              10        2971211 0.2511731
#> 226              10        2971211 0.2511731
#> 227              10        2971211 0.2511731
#> 228              10        2971211 0.2511731
#> 229              10        2971211 0.2511731
#> 230              10        2971211 0.2511731
#> 231              10        2971211 0.2511731
#> 232              10        2971211 0.2511731
#> 233              10        2971211 0.2511731
#> 234              10        2971211 0.2511731
#> 235              10        2971211 0.2511731
#> 236              10        2971211 0.2511731
#> 237              10        2971211 0.2511731
#> 238              10        2971211 0.2511731
#> 239              10        2971211 0.2511731
#> 240              10        2971211 0.2511731
#> 241              10        2971211 0.2511731
#> 242              10        2971211 0.2511731
#> 243              10        2971211 0.2511731
#> 244              10        2971211 0.2511731
#> 245              10        2971211 0.2511731
#> 246              10        2971211 0.2511731
#> 247              10        2971211 0.2511731
#> 248              10        2971211 0.2511731
#> 249              10        2971211 0.2511731
#> 250              10        2971211 0.2511731
#> 251              10        2971211 0.2511731
#> 252              10        2971211 0.2511731
#> 253              10        2971211 0.2511731
#> 254              10        2971211 0.2511731
#> 255              10        2971211 0.2511731
#> 256              10        2971211 0.2511731
#> 257              10        2971211 0.2511731
#> 258              10        2971211 0.2511731
#> 259              10        2971211 0.2511731
#> 260              10        2971211 0.2511731
#> 261              10        2971211 0.2511731
#> 262              10        2971211 0.2511731
#> 263              10        2971211 0.2511731
#> 264              10        2971211 0.2511731
#> 265              10        2971211 0.2511731
#> 266              10        2971211 0.2511731
#> 267              10        2971211 0.2511731
#> 268              10        2971211 0.2511731
#> 269              10        2971211 0.2511731
#> 270              10        2971211 0.2511731
#> 271              10        2971211 0.2511731
#> 272              10        2971211 0.2511731
#> 273              10        2971211 0.2511731
#> 274              10        2971211 0.2511731
#> 275              10        2971211 0.2511731
#> 276              10        2971211 0.2511731
#> 277              10        2971211 0.2511731
#> 278              10        2971211 0.2511731
#> 279              10        2971211 0.2511731
#> 280              10        2971211 0.2511731
#> 281              10        2971211 0.2511731
#> 282              10        2971211 0.2511731
#> 283              10        2971211 0.2511731
#> 284              10        2971211 0.2511731
#> 285              10        2971211 0.2511731
#> 286              10        2971211 0.2511731
#> 287              10        2971211 0.2511731
#> 288              10        2971211 0.2511731
#> 289              10        2971211 0.2511731
#> 290              10        2971211 0.2511731
#> 291              10        2971211 0.2511731
#> 292              10        2971211 0.2511731
#> 293              10        2971211 0.2511731
#> 294              10        2971211 0.2511731
#> 295              10        2971211 0.2511731
#> 296              10        2971211 0.2511731
#> 297              10        2971211 0.2511731
#> 298              10        2971211 0.2511731
#> 299              10        2971211 0.2511731
#> 300              10        2971211 0.2511731
#> 301              10        2971211 0.2511731
#> 302              10        2971211 0.2511731
#> 303              10        2971211 0.2511731
#> 304              10        2971211 0.2511731
#> 305              10        2971211 0.2511731
#> 306              10        2971211 0.2511731
#> 307              10        2971211 0.2511731
#> 308              10        2971211 0.2511731
#> 309              10        2971211 0.2511731
#> 310              10        2971211 0.2511731
#> 311              10        2971211 0.2511731
#> 312              10        2971211 0.2511731
#> 313              10        2971211 0.2511731
#> 314              10        2971211 0.2511731
#> 315              10        2971211 0.2511731
#> 316              10        2971211 0.2511731
#> 317              10        2971211 0.2511731
#> 318              10        2971211 0.2511731
#> 319              10        2971211 0.2511731
#> 320              10        2971211 0.2511731
#> 321              10        2971211 0.2511731
#> 322              10        2971211 0.2511731
#> 323              10        2971211 0.2511731
#> 324              10        2971211 0.2511731
#> 325              10        2971211 0.2511731
#> 326              10        2971211 0.2511731
#> 327              10        2971211 0.2511731
#> 328              10        2971211 0.2511731
#> 329              10        2971211 0.2511731
#> 330              10        2971211 0.2511731
#> 331              10        2971211 0.2511731
#> 332              10        2971211 0.2511731
#> 333              10        2971211 0.2511731
#> 334              10        2971211 0.2511731
#> 335              10        2971211 0.2511731
#> 336              10        2971211 0.2511731
#> 337              10        2971211 0.2511731
#> 338              10        2971211 0.2511731
#> 339              10        2971211 0.2511731
#> 340              10        2971211 0.2511731
#> 341              10        2971211 0.2511731
#> 342              10        2971211 0.2511731
#> 343              10        2971211 0.2511731
#> 344              10        2971211 0.2511731
#> 345              10        2971211 0.2511731
#> 346              10        2971211 0.2511731
#> 347              10        2971211 0.2511731
#> 348              10        2971211 0.2511731
#> 349              10        2971211 0.2511731
#> 350              10        2971211 0.2511731
#> 351              10        2971211 0.2511731
#> 352              10        2971211 0.2511731
#> 353              10        2971211 0.2511731
#> 354              10        2971211 0.2511731
#> 355              10        2971211 0.2511731
#> 356              10        2971211 0.2511731
#> 357              10        2971211 0.2511731
#> 358              10        2971211 0.2511731
#> 359              10        2971211 0.2511731
#> 360              10        2971211 0.2511731
#> 361              10        2971211 0.2511731
#> 362              10        2971211 0.2511731
#> 363              10        2971211 0.2511731
#> 364              10        2971211 0.2511731
#> 365              10        2971211 0.2511731
#> 366              10        2971211 0.2511731
#> 367              10        2971211 0.2511731
#> 368              10        2971211 0.2511731
#> 369              10        2971211 0.2511731
#> 370              10        2971211 0.2511731
#> 371              10        2971211 0.2511731
#> 372              10        2971211 0.2511731
#> 373              10        2971211 0.2511731
#> 374              10        2971211 0.2511731
#> 375              10        2971211 0.2511731
#> 376              10        2971211 0.2511731
#> 377              10        2971211 0.2511731
#> 378              10        2971211 0.2511731
#> 379              10        2971211 0.2511731
#> 380              10        2971211 0.2511731
#> 381              10        2971211 0.2511731
#> 382              10        2971211 0.2511731
#> 383              10        2971211 0.2511731
#> 384              10        2971211 0.2511731
#> 385              10        2971211 0.2511731
#> 386              10        2971211 0.2511731
#> 387              10        2971211 0.2511731
#> 388              10        2971211 0.2511731
#> 389              10        2971211 0.2511731
#> 390              10        2971211 0.2511731
#> 391              10        2971211 0.2511731
#> 392              10        2971211 0.2511731
#> 393              10        2971211 0.2511731
#> 394              10        2971211 0.2511731
#> 395              10        2971211 0.2511731
#> 396              10        2971211 0.2511731
#> 397              10        2971211 0.2511731
#> 398              10        2971211 0.2511731
#> 399              10        2971211 0.2511731
#> 400              10        2971211 0.2511731
#> 401              10        2971211 0.2511731
#> 402              10        2971211 0.2511731
#> 403              10        2971211 0.2511731
#> 404              10        2971211 0.2511731
#> 405              10        2971211 0.2511731
#> 406              10        2971211 0.2511731
#> 407              10        2971211 0.2511731
#> 408              10        2971211 0.2511731
#> 409              10        2971211 0.2511731
#> 410              10        2971211 0.2511731
#> 411              10        2971211 0.2511731
#> 412              10        2971211 0.2511731
#> 413              10        2971211 0.2511731
#> 414              10        2971211 0.2511731
#> 415              10        2971211 0.2511731
#> 416              10        2971211 0.2511731
#> 417              10        2971211 0.2511731
#> 418              10        2971211 0.2511731
#> 419              10        2971211 0.2511731
#> 420              10        2971211 0.2511731
#> 421              10        2971211 0.2511731
#> 422              10        2971211 0.2511731
#> 423              10        2971211 0.2511731
#> 424              10        2971211 0.2511731
#> 425              10        2971211 0.2511731
#> 426              10        2971211 0.2511731
#> 427              10        2971211 0.2511731
#> 428              10        2971211 0.2511731
ImputeRegression2WideSmall(w, strataName = names(w)[2])
#>       id strata     estimate Strata_estimate Strata_cv Strata_nImputed
#> 1    101     13   2792.00000     2033595.511  0.313597               1
#> 2    104     13  11319.00000     2033595.511  0.313597               1
#> 3    105     13  32854.00000     2033595.511  0.313597               1
#> 4    106     13  42362.00000     2033595.511  0.313597               1
#> 5    111      3   3278.00000       87847.626  3.085677               3
#> 6    118      5    853.00000       18440.983  6.234915               7
#> 7    119      1   1531.00000       21086.000  0.000000               0
#> 8    121      4    103.00000        6678.632  5.718763               2
#> 9    122     10   2226.00000       57945.000  0.000000               0
#> 10   123     11   2512.00000      219433.000  0.000000               0
#> 11   124      8   6721.00000      150654.000  0.000000               0
#> 12   125     10  10538.00000       57945.000  0.000000               0
#> 13   127      2      0.00000       66477.843  2.718524               6
#> 14   128     11    474.00000      219433.000  0.000000               0
#> 15   135      7   1507.00000      125085.000  0.000000               0
#> 16   136      7   5491.00000      125085.000  0.000000               0
#> 17   137      1    331.00000       21086.000  0.000000               0
#> 18   138      1    811.00000       21086.000  0.000000               0
#> 19   211      7   9867.00000      125085.000  0.000000               0
#> 20   213     13  22914.00000     2033595.511  0.313597               1
#> 21   214      7   9635.00000      125085.000  0.000000               0
#> 22   215      8   7751.00000      150654.000  0.000000               0
#> 23   216      7  10648.00000      125085.000  0.000000               0
#> 24   217     13  14146.00000     2033595.511  0.313597               1
#> 25   219     13  97383.00000     2033595.511  0.313597               1
#> 26   220     13  53067.00000     2033595.511  0.313597               1
#> 27   221      7      0.00000      125085.000  0.000000               0
#> 28   226      7   4400.00000      125085.000  0.000000               0
#> 29   227      7   1353.00000      125085.000  0.000000               0
#> 30   228      7  11010.00000      125085.000  0.000000               0
#> 31   229      7   2809.00000      125085.000  0.000000               0
#> 32   230     13  23871.00000     2033595.511  0.313597               1
#> 33   231     13  41227.00000     2033595.511  0.313597               1
#> 34   233     13   9878.00000     2033595.511  0.313597               1
#> 35   234      7    400.00000      125085.000  0.000000               0
#> 36   235     13  23717.00000     2033595.511  0.313597               1
#> 37   236      7    112.00000      125085.000  0.000000               0
#> 38   237     13  13445.00000     2033595.511  0.313597               1
#> 39   238      7   4830.00000      125085.000  0.000000               0
#> 40   239      2   1245.00000       66477.843  2.718524               6
#> 41   301     13 455113.00000     2033595.511  0.313597               1
#> 42   402      8  10354.00000      150654.000  0.000000               0
#> 43   403     13  23153.00000     2033595.511  0.313597               1
#> 44   412     13   7146.00000     2033595.511  0.313597               1
#> 45   415      7   3649.00000      125085.000  0.000000               0
#> 46   417     10    616.00000       57945.000  0.000000               0
#> 47   418     10   2657.00000       57945.000  0.000000               0
#> 48   419      7   2904.00000      125085.000  0.000000               0
#> 49   420     11   1440.00000      219433.000  0.000000               0
#> 50   423      2   1537.00000       66477.843  2.718524               6
#> 51   425     11   1500.00000      219433.000  0.000000               0
#> 52   426      2    801.57418       66477.843  2.718524               6
#> 53   427     13   7919.00000     2033595.511  0.313597               1
#> 54   428     11     10.00000      219433.000  0.000000               0
#> 55   429      2      0.00000       66477.843  2.718524               6
#> 56   430      2    309.00000       66477.843  2.718524               6
#> 57   432      3    742.00000       87847.626  3.085677               3
#> 58   434      6    409.00000       43495.667  3.944099               6
#> 59   436      5    569.00000       18440.983  6.234915               7
#> 60   437     12   1909.00000      140472.000  0.000000               0
#> 61   438      2    830.00000       66477.843  2.718524               6
#> 62   439      2      0.00000       66477.843  2.718524               6
#> 63   441      5   1828.00000       18440.983  6.234915               7
#> 64   501     13  20635.00000     2033595.511  0.313597               1
#> 65   502     13   7666.00000     2033595.511  0.313597               1
#> 66   511      2   1256.00000       66477.843  2.718524               6
#> 67   512      5    742.00000       18440.983  6.234915               7
#> 68   513      3   3199.00000       87847.626  3.085677               3
#> 69   514      3   1598.41840       87847.626  3.085677               3
#> 70   515      2   1721.00000       66477.843  2.718524               6
#> 71   516     12   7149.00000      140472.000  0.000000               0
#> 72   517     11   4099.00000      219433.000  0.000000               0
#> 73   519      2      0.00000       66477.843  2.718524               6
#> 74   520      2   1576.00000       66477.843  2.718524               6
#> 75   521     11   1535.00000      219433.000  0.000000               0
#> 76   522     11   5721.00000      219433.000  0.000000               0
#> 77   528     10    824.00000       57945.000  0.000000               0
#> 78   529      7   1803.00000      125085.000  0.000000               0
#> 79   532      7   3715.00000      125085.000  0.000000               0
#> 80   533      7   1433.00000      125085.000  0.000000               0
#> 81   534     10   3384.00000       57945.000  0.000000               0
#> 82   536     10   1961.00000       57945.000  0.000000               0
#> 83   538     11    445.00000      219433.000  0.000000               0
#> 84   540      2      0.00000       66477.843  2.718524               6
#> 85   541      6   1097.00000       43495.667  3.944099               6
#> 86   542     11   5303.00000      219433.000  0.000000               0
#> 87   543      2    801.00000       66477.843  2.718524               6
#> 88   544      2      0.00000       66477.843  2.718524               6
#> 89   545      6    140.00000       43495.667  3.944099               6
#> 90   602     13  56116.00000     2033595.511  0.313597               1
#> 91   604     13      0.00000     2033595.511  0.313597               1
#> 92   605     13  15997.00000     2033595.511  0.313597               1
#> 93   612      8   2624.00000      150654.000  0.000000               0
#> 94   615      5   1145.00000       18440.983  6.234915               7
#> 95   616      2   1726.00000       66477.843  2.718524               6
#> 96   617      2   2957.00000       66477.843  2.718524               6
#> 97   618      2   1291.00000       66477.843  2.718524               6
#> 98   619      3    690.00000       87847.626  3.085677               3
#> 99   620      3   1208.00000       87847.626  3.085677               3
#> 100  621      2    106.00000       66477.843  2.718524               6
#> 101  622      1    260.00000       21086.000  0.000000               0
#> 102  623     10   3835.00000       57945.000  0.000000               0
#> 103  624      7   7781.00000      125085.000  0.000000               0
#> 104  625     13   5406.00000     2033595.511  0.313597               1
#> 105  626     13  20942.00000     2033595.511  0.313597               1
#> 106  627     13   4783.00000     2033595.511  0.313597               1
#> 107  628      7     16.00000      125085.000  0.000000               0
#> 108  631      1   1216.00000       21086.000  0.000000               0
#> 109  632      6    304.00000       43495.667  3.944099               6
#> 110  633      6   1873.00000       43495.667  3.944099               6
#> 111  701     13   2934.00000     2033595.511  0.313597               1
#> 112  702      7   2043.00000      125085.000  0.000000               0
#> 113  704     13  29885.00000     2033595.511  0.313597               1
#> 114  706     13  20503.00000     2033595.511  0.313597               1
#> 115  709     13  14068.00000     2033595.511  0.313597               1
#> 116  711      7    781.00000      125085.000  0.000000               0
#> 117  713     10   2501.00000       57945.000  0.000000               0
#> 118  714      2   2201.00000       66477.843  2.718524               6
#> 119  716      8   3876.00000      150654.000  0.000000               0
#> 120  719     10   1232.00000       57945.000  0.000000               0
#> 121  720      7   2907.00000      125085.000  0.000000               0
#> 122  722     13   7164.00000     2033595.511  0.313597               1
#> 123  723      1   1143.00000       21086.000  0.000000               0
#> 124  728      1      0.00000       21086.000  0.000000               0
#> 125  805     13  12781.00000     2033595.511  0.313597               1
#> 126  806     13  72675.00000     2033595.511  0.313597               1
#> 127  807     11   9812.00000      219433.000  0.000000               0
#> 128  811      1    106.00000       21086.000  0.000000               0
#> 129  814      8   6103.00000      150654.000  0.000000               0
#> 130  815     11   4926.00000      219433.000  0.000000               0
#> 131  817      2   1600.00000       66477.843  2.718524               6
#> 132  819     11   2033.00000      219433.000  0.000000               0
#> 133  821     11    265.00000      219433.000  0.000000               0
#> 134  822      1    447.00000       21086.000  0.000000               0
#> 135  826     12   3801.00000      140472.000  0.000000               0
#> 136  827      5      0.00000       18440.983  6.234915               7
#> 137  828      2   1015.00000       66477.843  2.718524               6
#> 138  829      2   2806.00000       66477.843  2.718524               6
#> 139  830      5    377.00000       18440.983  6.234915               7
#> 140  831      6   1587.00000       43495.667  3.944099               6
#> 141  833      3   2287.00000       87847.626  3.085677               3
#> 142  834      3      0.00000       87847.626  3.085677               3
#> 143  901     11   2037.00000      219433.000  0.000000               0
#> 144  904     13   8696.00000     2033595.511  0.313597               1
#> 145  906     13  23978.00000     2033595.511  0.313597               1
#> 146  911      2      0.00000       66477.843  2.718524               6
#> 147  912      1   2438.00000       21086.000  0.000000               0
#> 148  914     10    370.00000       57945.000  0.000000               0
#> 149  919     11  11348.00000      219433.000  0.000000               0
#> 150  926     11   4156.00000      219433.000  0.000000               0
#> 151  928      2    387.00000       66477.843  2.718524               6
#> 152  929      6   1072.00000       43495.667  3.944099               6
#> 153  935      5    903.16607       18440.983  6.234915               7
#> 154  937      1   1088.00000       21086.000  0.000000               0
#> 155  938      6    784.00000       43495.667  3.944099               6
#> 156  940      6   3053.00000       43495.667  3.944099               6
#> 157  941     13   4103.00000     2033595.511  0.313597               1
#> 158 1001     13  78937.00000     2033595.511  0.313597               1
#> 159 1002      8  14448.00000      150654.000  0.000000               0
#> 160 1003     11  11708.00000      219433.000  0.000000               0
#> 161 1004     11   6981.00000      219433.000  0.000000               0
#> 162 1014      8   6404.00000      150654.000  0.000000               0
#> 163 1017     10   3191.00000       57945.000  0.000000               0
#> 164 1018      7   1007.00000      125085.000  0.000000               0
#> 165 1021      4   1879.00000        6678.632  5.718763               2
#> 166 1026      6    696.00000       43495.667  3.944099               6
#> 167 1027      4    455.00000        6678.632  5.718763               2
#> 168 1029      2   1512.00000       66477.843  2.718524               6
#> 169 1032     11   8749.00000      219433.000  0.000000               0
#> 170 1034      5     45.00000       18440.983  6.234915               7
#> 171 1037     12    863.00000      140472.000  0.000000               0
#> 172 1046     13    739.00000     2033595.511  0.313597               1
#> 173 1101     10   5848.00000       57945.000  0.000000               0
#> 174 1102     13  47888.00000     2033595.511  0.313597               1
#> 175 1103     13 138672.00000     2033595.511  0.313597               1
#> 176 1106     13  28370.00000     2033595.511  0.313597               1
#> 177 1111      1      0.00000       21086.000  0.000000               0
#> 178 1112      2   5084.00000       66477.843  2.718524               6
#> 179 1114      2    566.00000       66477.843  2.718524               6
#> 180 1119      7      0.00000      125085.000  0.000000               0
#> 181 1120      7   7220.00000      125085.000  0.000000               0
#> 182 1121      8   6665.00000      150654.000  0.000000               0
#> 183 1122      8   5484.00000      150654.000  0.000000               0
#> 184 1124     13  22687.00000     2033595.511  0.313597               1
#> 185 1127      8  11144.00000      150654.000  0.000000               0
#> 186 1129     13   1386.00000     2033595.511  0.313597               1
#> 187 1130      8   2357.00000      150654.000  0.000000               0
#> 188 1133      3   2196.00000       87847.626  3.085677               3
#> 189 1134     13   4214.00000     2033595.511  0.313597               1
#> 190 1135      3   7117.00000       87847.626  3.085677               3
#> 191 1141      2      0.00000       66477.843  2.718524               6
#> 192 1142      2   1491.00000       66477.843  2.718524               6
#> 193 1144      4    178.00000        6678.632  5.718763               2
#> 194 1145      5     15.00000       18440.983  6.234915               7
#> 195 1146     12   5125.00000      140472.000  0.000000               0
#> 196 1149     13  13044.00000     2033595.511  0.313597               1
#> 197 1151      4    563.00000        6678.632  5.718763               2
#> 198 1160     11   2689.00000      219433.000  0.000000               0
#> 199 1201     13 205308.00000     2033595.511  0.313597               1
#> 200 1211      1    674.00000       21086.000  0.000000               0
#> 201 1216     11   1531.00000      219433.000  0.000000               0
#> 202 1219     11    262.00000      219433.000  0.000000               0
#> 203 1221      8   6421.00000      150654.000  0.000000               0
#> 204 1222      3      0.00000       87847.626  3.085677               3
#> 205 1223      2    169.00000       66477.843  2.718524               6
#> 206 1224     11    829.00000      219433.000  0.000000               0
#> 207 1227      6      0.00000       43495.667  3.944099               6
#> 208 1228     12   6358.00000      140472.000  0.000000               0
#> 209 1231      2   1092.00000       66477.843  2.718524               6
#> 210 1232     13   1371.00000     2033595.511  0.313597               1
#> 211 1233      6    633.00000       43495.667  3.944099               6
#> 212 1234      5     25.00000       18440.983  6.234915               7
#> 213 1235     11   8113.00000      219433.000  0.000000               0
#> 214 1238     11   5161.00000      219433.000  0.000000               0
#> 215 1241      2   1435.00000       66477.843  2.718524               6
#> 216 1242      3    572.00000       87847.626  3.085677               3
#> 217 1243      8   2162.00000      150654.000  0.000000               0
#> 218 1244      3   2002.00000       87847.626  3.085677               3
#> 219 1245      8      0.00000      150654.000  0.000000               0
#> 220 1246     13   7228.00000     2033595.511  0.313597               1
#> 221 1247     13   9927.00000     2033595.511  0.313597               1
#> 222 1251      3   4074.00000       87847.626  3.085677               3
#> 223 1252     13      0.00000     2033595.511  0.313597               1
#> 224 1253     10    846.00000       57945.000  0.000000               0
#> 225 1256      8      0.00000      150654.000  0.000000               0
#> 226 1259      3   2720.00000       87847.626  3.085677               3
#> 227 1260     10   2169.00000       57945.000  0.000000               0
#> 228 1263     12   8647.00000      140472.000  0.000000               0
#> 229 1264      2   4004.00000       66477.843  2.718524               6
#> 230 1265      5   1303.00000       18440.983  6.234915               7
#> 231 1266      6   1542.00000       43495.667  3.944099               6
#> 232 1401     11  14126.00000      219433.000  0.000000               0
#> 233 1411      5      0.00000       18440.983  6.234915               7
#> 234 1412      5    658.00000       18440.983  6.234915               7
#> 235 1413      4    387.00000        6678.632  5.718763               2
#> 236 1416      3  12094.00000       87847.626  3.085677               3
#> 237 1417      3      0.00000       87847.626  3.085677               3
#> 238 1418      5   1048.00000       18440.983  6.234915               7
#> 239 1419      2   2397.00000       66477.843  2.718524               6
#> 240 1420      8    397.00000      150654.000  0.000000               0
#> 241 1421     13      0.00000     2033595.511  0.313597               1
#> 242 1422      6      0.00000       43495.667  3.944099               6
#> 243 1424     12   8456.00000      140472.000  0.000000               0
#> 244 1426     12  11700.00000      140472.000  0.000000               0
#> 245 1428      1      0.00000       21086.000  0.000000               0
#> 246 1429      2   1079.00000       66477.843  2.718524               6
#> 247 1430      2    285.00000       66477.843  2.718524               6
#> 248 1431      2    208.42510       66477.843  2.718524               6
#> 249 1432      8   5772.00000      150654.000  0.000000               0
#> 250 1433      2     94.00000       66477.843  2.718524               6
#> 251 1438      6    758.00000       43495.667  3.944099               6
#> 252 1439     11   1895.00000      219433.000  0.000000               0
#> 253 1441      1      0.00000       21086.000  0.000000               0
#> 254 1443     11   3038.00000      219433.000  0.000000               0
#> 255 1444      4      0.00000        6678.632  5.718763               2
#> 256 1445     11   8526.00000      219433.000  0.000000               0
#> 257 1449     10   2281.00000       57945.000  0.000000               0
#> 258 1502     13  24205.00000     2033595.511  0.313597               1
#> 259 1504     13  22851.00000     2033595.511  0.313597               1
#> 260 1505     13   7486.00000     2033595.511  0.313597               1
#> 261 1511      2   1064.00000       66477.843  2.718524               6
#> 262 1514      1    405.00000       21086.000  0.000000               0
#> 263 1515      8   3423.00000      150654.000  0.000000               0
#> 264 1516     11   5817.00000      219433.000  0.000000               0
#> 265 1517     10   1780.00000       57945.000  0.000000               0
#> 266 1519     11    932.00000      219433.000  0.000000               0
#> 267 1520     10   3974.00000       57945.000  0.000000               0
#> 268 1523      1   3098.00000       21086.000  0.000000               0
#> 269 1524      6    601.00000       43495.667  3.944099               6
#> 270 1525      2    461.00000       66477.843  2.718524               6
#> 271 1526      5   1101.62003       18440.983  6.234915               7
#> 272 1528      7   3714.00000      125085.000  0.000000               0
#> 273 1529      1   3436.00000       21086.000  0.000000               0
#> 274 1531      7   2024.00000      125085.000  0.000000               0
#> 275 1532     11   2111.00000      219433.000  0.000000               0
#> 276 1534     10   1115.00000       57945.000  0.000000               0
#> 277 1535     11   2432.00000      219433.000  0.000000               0
#> 278 1539     11   3288.00000      219433.000  0.000000               0
#> 279 1543      2    554.00000       66477.843  2.718524               6
#> 280 1545      4      0.00000        6678.632  5.718763               2
#> 281 1546      5      0.00000       18440.983  6.234915               7
#> 282 1547     13   1770.00000     2033595.511  0.313597               1
#> 283 1548     10   1287.00000       57945.000  0.000000               0
#> 284 1551      1   2093.00000       21086.000  0.000000               0
#> 285 1554     11   1862.00000      219433.000  0.000000               0
#> 286 1557      2   1061.00000       66477.843  2.718524               6
#> 287 1560      2    980.00000       66477.843  2.718524               6
#> 288 1563     12   7244.00000      140472.000  0.000000               0
#> 289 1566     11   5687.00000      219433.000  0.000000               0
#> 290 1567      2      0.00000       66477.843  2.718524               6
#> 291 1571      5    958.00000       18440.983  6.234915               7
#> 292 1573      6   1105.00000       43495.667  3.944099               6
#> 293 1576      3   1765.00000       87847.626  3.085677               3
#> 294 1601     13  77340.00000     2033595.511  0.313597               1
#> 295 1612      2   3297.00000       66477.843  2.718524               6
#> 296 1613      5    318.21004       18440.983  6.234915               7
#> 297 1617      3     14.00000       87847.626  3.085677               3
#> 298 1620      3   3938.00000       87847.626  3.085677               3
#> 299 1621      8   5014.00000      150654.000  0.000000               0
#> 300 1622      4   1070.00000        6678.632  5.718763               2
#> 301 1624     11    388.00000      219433.000  0.000000               0
#> 302 1627      2   2042.00000       66477.843  2.718524               6
#> 303 1630      2      2.00000       66477.843  2.718524               6
#> 304 1632      5      0.00000       18440.983  6.234915               7
#> 305 1633      5    564.00000       18440.983  6.234915               7
#> 306 1634     11   5541.00000      219433.000  0.000000               0
#> 307 1635      2   1462.00000       66477.843  2.718524               6
#> 308 1636      2      0.00000       66477.843  2.718524               6
#> 309 1638      7   7918.00000      125085.000  0.000000               0
#> 310 1640     11      0.00000      219433.000  0.000000               0
#> 311 1644      2   1926.00000       66477.843  2.718524               6
#> 312 1648     10   5310.00000       57945.000  0.000000               0
#> 313 1653      7  12273.00000      125085.000  0.000000               0
#> 314 1657      7   1835.00000      125085.000  0.000000               0
#> 315 1662     11   2014.00000      219433.000  0.000000               0
#> 316 1663      8  14395.00000      150654.000  0.000000               0
#> 317 1664      1   2009.00000       21086.000  0.000000               0
#> 318 1665      6   3413.00000       43495.667  3.944099               6
#> 319 1702     13   2123.00000     2033595.511  0.313597               1
#> 320 1703     11   9687.00000      219433.000  0.000000               0
#> 321 1711      3   3978.00000       87847.626  3.085677               3
#> 322 1714     13  23850.00000     2033595.511  0.313597               1
#> 323 1717      1      0.00000       21086.000  0.000000               0
#> 324 1718      4   1291.00000        6678.632  5.718763               2
#> 325 1719      8  25837.00000      150654.000  0.000000               0
#> 326 1721      8   3302.00000      150654.000  0.000000               0
#> 327 1724      2    473.00000       66477.843  2.718524               6
#> 328 1725      5      0.00000       18440.983  6.234915               7
#> 329 1736      3      0.00000       87847.626  3.085677               3
#> 330 1738      5   1379.00000       18440.983  6.234915               7
#> 331 1739      6    297.00000       43495.667  3.944099               6
#> 332 1740      6      0.00000       43495.667  3.944099               6
#> 333 1742      6   3258.00000       43495.667  3.944099               6
#> 334 1743      5      0.00000       18440.983  6.234915               7
#> 335 1744      2    331.00000       66477.843  2.718524               6
#> 336 1748      4     85.00000        6678.632  5.718763               2
#> 337 1749      5    405.00000       18440.983  6.234915               7
#> 338 1750      3   5225.00000       87847.626  3.085677               3
#> 339 1751     11    607.00000      219433.000  0.000000               0
#> 340 1755      5      0.00000       18440.983  6.234915               7
#> 341 1756     11    132.00000      219433.000  0.000000               0
#> 342 1804     13  32268.00000     2033595.511  0.313597               1
#> 343 1805     11  13906.00000      219433.000  0.000000               0
#> 344 1811      5      0.00000       18440.983  6.234915               7
#> 345 1812      3   1226.00000       87847.626  3.085677               3
#> 346 1813     11   5188.00000      219433.000  0.000000               0
#> 347 1815      6    169.58854       43495.667  3.944099               6
#> 348 1816      4    129.60255        6678.632  5.718763               2
#> 349 1818      2    641.70765       66477.843  2.718524               6
#> 350 1820     12   5115.00000      140472.000  0.000000               0
#> 351 1822      2    594.00000       66477.843  2.718524               6
#> 352 1824     12   8888.00000      140472.000  0.000000               0
#> 353 1825      5     22.00000       18440.983  6.234915               7
#> 354 1826      6   1127.00000       43495.667  3.944099               6
#> 355 1827      5    389.08770       18440.983  6.234915               7
#> 356 1828      6    354.00000       43495.667  3.944099               6
#> 357 1832      3   1770.00000       87847.626  3.085677               3
#> 358 1833     13  20207.00000     2033595.511  0.313597               1
#> 359 1834      4    538.02910        6678.632  5.718763               2
#> 360 1835      5    848.90713       18440.983  6.234915               7
#> 361 1836      5     14.00000       18440.983  6.234915               7
#> 362 1837     12   2027.00000      140472.000  0.000000               0
#> 363 1838      6    744.00000       43495.667  3.944099               6
#> 364 1839      6      0.00000       43495.667  3.944099               6
#> 365 1840      2   1320.39177       66477.843  2.718524               6
#> 366 1841     12   8214.00000      140472.000  0.000000               0
#> 367 1845      6    898.81220       43495.667  3.944099               6
#> 368 1848      3   2327.00000       87847.626  3.085677               3
#> 369 1849      6    845.89144       43495.667  3.944099               6
#> 370 1850      6    903.00017       43495.667  3.944099               6
#> 371 1851      5   1529.00000       18440.983  6.234915               7
#> 372 1852      5    377.86073       18440.983  6.234915               7
#> 373 1853      6    684.46408       43495.667  3.944099               6
#> 374 1854      2    636.93584       66477.843  2.718524               6
#> 375 1856      6     22.00000       43495.667  3.944099               6
#> 376 1857      4      0.00000        6678.632  5.718763               2
#> 377 1859      5    147.00000       18440.983  6.234915               7
#> 378 1860     11   1959.00000      219433.000  0.000000               0
#> 379 1865     11   2793.00000      219433.000  0.000000               0
#> 380 1866     11   4907.00000      219433.000  0.000000               0
#> 381 1867      5    505.13113       18440.983  6.234915               7
#> 382 1868      2   2105.00000       66477.843  2.718524               6
#> 383 1870     11   9559.00000      219433.000  0.000000               0
#> 384 1871     11   3177.00000      219433.000  0.000000               0
#> 385 1874      5      0.00000       18440.983  6.234915               7
#> 386 1902     13  31866.00000     2033595.511  0.313597               1
#> 387 1903     13  15689.00000     2033595.511  0.313597               1
#> 388 1911      6   4104.00000       43495.667  3.944099               6
#> 389 1913      2   2090.00000       66477.843  2.718524               6
#> 390 1917      6    891.00000       43495.667  3.944099               6
#> 391 1919      5      0.00000       18440.983  6.234915               7
#> 392 1920      6      0.00000       43495.667  3.944099               6
#> 393 1922      3   3766.93177       87847.626  3.085677               3
#> 394 1923     13   3622.00000     2033595.511  0.313597               1
#> 395 1924     11   5510.00000      219433.000  0.000000               0
#> 396 1925      2   1854.80849       66477.843  2.718524               6
#> 397 1926      5    146.00000       18440.983  6.234915               7
#> 398 1927      5      0.00000       18440.983  6.234915               7
#> 399 1928      4      0.00000        6678.632  5.718763               2
#> 400 1929      5    225.00000       18440.983  6.234915               7
#> 401 1931     12   1766.00000      140472.000  0.000000               0
#> 402 1933     11    712.00000      219433.000  0.000000               0
#> 403 1936      6    997.00000       43495.667  3.944099               6
#> 404 1938      6    591.00000       43495.667  3.944099               6
#> 405 1939      6   1061.00000       43495.667  3.944099               6
#> 406 1940      6    595.00000       43495.667  3.944099               6
#> 407 1941      3    629.00000       87847.626  3.085677               3
#> 408 1942      3    969.00000       87847.626  3.085677               3
#> 409 1943      6      0.00000       43495.667  3.944099               6
#> 410 2002      3   8367.00000       87847.626  3.085677               3
#> 411 2003     12   1913.00000      140472.000  0.000000               0
#> 412 2004     12  17871.00000      140472.000  0.000000               0
#> 413 2011      3   1708.00000       87847.626  3.085677               3
#> 414 2012     12  14343.00000      140472.000  0.000000               0
#> 415 2014      6      0.00000       43495.667  3.944099               6
#> 416 2015      6     24.00000       43495.667  3.944099               6
#> 417 2017      6    530.00000       43495.667  3.944099               6
#> 418 2018      6    653.00000       43495.667  3.944099               6
#> 419 2019      3   2742.00000       87847.626  3.085677               3
#> 420 2020      3      0.00000       87847.626  3.085677               3
#> 421 2021      3   4038.00000       87847.626  3.085677               3
#> 422 2022      6   1667.00000       43495.667  3.944099               6
#> 423 2023      6   1569.00000       43495.667  3.944099               6
#> 424 2024      6   1048.00000       43495.667  3.944099               6
#> 425 2025      6   1394.91053       43495.667  3.944099               6
#> 426 2027     13    -90.48924     2033595.511  0.313597               1
#> 427 2028      3   1607.27603       87847.626  3.085677               3
#> 428 2030     12  19083.00000      140472.000  0.000000               0
#>     Total_estimate  Total_cv Total_nImputed
#> 1          2971211 0.2511731             25
#> 2          2971211 0.2511731             25
#> 3          2971211 0.2511731             25
#> 4          2971211 0.2511731             25
#> 5          2971211 0.2511731             25
#> 6          2971211 0.2511731             25
#> 7          2971211 0.2511731             25
#> 8          2971211 0.2511731             25
#> 9          2971211 0.2511731             25
#> 10         2971211 0.2511731             25
#> 11         2971211 0.2511731             25
#> 12         2971211 0.2511731             25
#> 13         2971211 0.2511731             25
#> 14         2971211 0.2511731             25
#> 15         2971211 0.2511731             25
#> 16         2971211 0.2511731             25
#> 17         2971211 0.2511731             25
#> 18         2971211 0.2511731             25
#> 19         2971211 0.2511731             25
#> 20         2971211 0.2511731             25
#> 21         2971211 0.2511731             25
#> 22         2971211 0.2511731             25
#> 23         2971211 0.2511731             25
#> 24         2971211 0.2511731             25
#> 25         2971211 0.2511731             25
#> 26         2971211 0.2511731             25
#> 27         2971211 0.2511731             25
#> 28         2971211 0.2511731             25
#> 29         2971211 0.2511731             25
#> 30         2971211 0.2511731             25
#> 31         2971211 0.2511731             25
#> 32         2971211 0.2511731             25
#> 33         2971211 0.2511731             25
#> 34         2971211 0.2511731             25
#> 35         2971211 0.2511731             25
#> 36         2971211 0.2511731             25
#> 37         2971211 0.2511731             25
#> 38         2971211 0.2511731             25
#> 39         2971211 0.2511731             25
#> 40         2971211 0.2511731             25
#> 41         2971211 0.2511731             25
#> 42         2971211 0.2511731             25
#> 43         2971211 0.2511731             25
#> 44         2971211 0.2511731             25
#> 45         2971211 0.2511731             25
#> 46         2971211 0.2511731             25
#> 47         2971211 0.2511731             25
#> 48         2971211 0.2511731             25
#> 49         2971211 0.2511731             25
#> 50         2971211 0.2511731             25
#> 51         2971211 0.2511731             25
#> 52         2971211 0.2511731             25
#> 53         2971211 0.2511731             25
#> 54         2971211 0.2511731             25
#> 55         2971211 0.2511731             25
#> 56         2971211 0.2511731             25
#> 57         2971211 0.2511731             25
#> 58         2971211 0.2511731             25
#> 59         2971211 0.2511731             25
#> 60         2971211 0.2511731             25
#> 61         2971211 0.2511731             25
#> 62         2971211 0.2511731             25
#> 63         2971211 0.2511731             25
#> 64         2971211 0.2511731             25
#> 65         2971211 0.2511731             25
#> 66         2971211 0.2511731             25
#> 67         2971211 0.2511731             25
#> 68         2971211 0.2511731             25
#> 69         2971211 0.2511731             25
#> 70         2971211 0.2511731             25
#> 71         2971211 0.2511731             25
#> 72         2971211 0.2511731             25
#> 73         2971211 0.2511731             25
#> 74         2971211 0.2511731             25
#> 75         2971211 0.2511731             25
#> 76         2971211 0.2511731             25
#> 77         2971211 0.2511731             25
#> 78         2971211 0.2511731             25
#> 79         2971211 0.2511731             25
#> 80         2971211 0.2511731             25
#> 81         2971211 0.2511731             25
#> 82         2971211 0.2511731             25
#> 83         2971211 0.2511731             25
#> 84         2971211 0.2511731             25
#> 85         2971211 0.2511731             25
#> 86         2971211 0.2511731             25
#> 87         2971211 0.2511731             25
#> 88         2971211 0.2511731             25
#> 89         2971211 0.2511731             25
#> 90         2971211 0.2511731             25
#> 91         2971211 0.2511731             25
#> 92         2971211 0.2511731             25
#> 93         2971211 0.2511731             25
#> 94         2971211 0.2511731             25
#> 95         2971211 0.2511731             25
#> 96         2971211 0.2511731             25
#> 97         2971211 0.2511731             25
#> 98         2971211 0.2511731             25
#> 99         2971211 0.2511731             25
#> 100        2971211 0.2511731             25
#> 101        2971211 0.2511731             25
#> 102        2971211 0.2511731             25
#> 103        2971211 0.2511731             25
#> 104        2971211 0.2511731             25
#> 105        2971211 0.2511731             25
#> 106        2971211 0.2511731             25
#> 107        2971211 0.2511731             25
#> 108        2971211 0.2511731             25
#> 109        2971211 0.2511731             25
#> 110        2971211 0.2511731             25
#> 111        2971211 0.2511731             25
#> 112        2971211 0.2511731             25
#> 113        2971211 0.2511731             25
#> 114        2971211 0.2511731             25
#> 115        2971211 0.2511731             25
#> 116        2971211 0.2511731             25
#> 117        2971211 0.2511731             25
#> 118        2971211 0.2511731             25
#> 119        2971211 0.2511731             25
#> 120        2971211 0.2511731             25
#> 121        2971211 0.2511731             25
#> 122        2971211 0.2511731             25
#> 123        2971211 0.2511731             25
#> 124        2971211 0.2511731             25
#> 125        2971211 0.2511731             25
#> 126        2971211 0.2511731             25
#> 127        2971211 0.2511731             25
#> 128        2971211 0.2511731             25
#> 129        2971211 0.2511731             25
#> 130        2971211 0.2511731             25
#> 131        2971211 0.2511731             25
#> 132        2971211 0.2511731             25
#> 133        2971211 0.2511731             25
#> 134        2971211 0.2511731             25
#> 135        2971211 0.2511731             25
#> 136        2971211 0.2511731             25
#> 137        2971211 0.2511731             25
#> 138        2971211 0.2511731             25
#> 139        2971211 0.2511731             25
#> 140        2971211 0.2511731             25
#> 141        2971211 0.2511731             25
#> 142        2971211 0.2511731             25
#> 143        2971211 0.2511731             25
#> 144        2971211 0.2511731             25
#> 145        2971211 0.2511731             25
#> 146        2971211 0.2511731             25
#> 147        2971211 0.2511731             25
#> 148        2971211 0.2511731             25
#> 149        2971211 0.2511731             25
#> 150        2971211 0.2511731             25
#> 151        2971211 0.2511731             25
#> 152        2971211 0.2511731             25
#> 153        2971211 0.2511731             25
#> 154        2971211 0.2511731             25
#> 155        2971211 0.2511731             25
#> 156        2971211 0.2511731             25
#> 157        2971211 0.2511731             25
#> 158        2971211 0.2511731             25
#> 159        2971211 0.2511731             25
#> 160        2971211 0.2511731             25
#> 161        2971211 0.2511731             25
#> 162        2971211 0.2511731             25
#> 163        2971211 0.2511731             25
#> 164        2971211 0.2511731             25
#> 165        2971211 0.2511731             25
#> 166        2971211 0.2511731             25
#> 167        2971211 0.2511731             25
#> 168        2971211 0.2511731             25
#> 169        2971211 0.2511731             25
#> 170        2971211 0.2511731             25
#> 171        2971211 0.2511731             25
#> 172        2971211 0.2511731             25
#> 173        2971211 0.2511731             25
#> 174        2971211 0.2511731             25
#> 175        2971211 0.2511731             25
#> 176        2971211 0.2511731             25
#> 177        2971211 0.2511731             25
#> 178        2971211 0.2511731             25
#> 179        2971211 0.2511731             25
#> 180        2971211 0.2511731             25
#> 181        2971211 0.2511731             25
#> 182        2971211 0.2511731             25
#> 183        2971211 0.2511731             25
#> 184        2971211 0.2511731             25
#> 185        2971211 0.2511731             25
#> 186        2971211 0.2511731             25
#> 187        2971211 0.2511731             25
#> 188        2971211 0.2511731             25
#> 189        2971211 0.2511731             25
#> 190        2971211 0.2511731             25
#> 191        2971211 0.2511731             25
#> 192        2971211 0.2511731             25
#> 193        2971211 0.2511731             25
#> 194        2971211 0.2511731             25
#> 195        2971211 0.2511731             25
#> 196        2971211 0.2511731             25
#> 197        2971211 0.2511731             25
#> 198        2971211 0.2511731             25
#> 199        2971211 0.2511731             25
#> 200        2971211 0.2511731             25
#> 201        2971211 0.2511731             25
#> 202        2971211 0.2511731             25
#> 203        2971211 0.2511731             25
#> 204        2971211 0.2511731             25
#> 205        2971211 0.2511731             25
#> 206        2971211 0.2511731             25
#> 207        2971211 0.2511731             25
#> 208        2971211 0.2511731             25
#> 209        2971211 0.2511731             25
#> 210        2971211 0.2511731             25
#> 211        2971211 0.2511731             25
#> 212        2971211 0.2511731             25
#> 213        2971211 0.2511731             25
#> 214        2971211 0.2511731             25
#> 215        2971211 0.2511731             25
#> 216        2971211 0.2511731             25
#> 217        2971211 0.2511731             25
#> 218        2971211 0.2511731             25
#> 219        2971211 0.2511731             25
#> 220        2971211 0.2511731             25
#> 221        2971211 0.2511731             25
#> 222        2971211 0.2511731             25
#> 223        2971211 0.2511731             25
#> 224        2971211 0.2511731             25
#> 225        2971211 0.2511731             25
#> 226        2971211 0.2511731             25
#> 227        2971211 0.2511731             25
#> 228        2971211 0.2511731             25
#> 229        2971211 0.2511731             25
#> 230        2971211 0.2511731             25
#> 231        2971211 0.2511731             25
#> 232        2971211 0.2511731             25
#> 233        2971211 0.2511731             25
#> 234        2971211 0.2511731             25
#> 235        2971211 0.2511731             25
#> 236        2971211 0.2511731             25
#> 237        2971211 0.2511731             25
#> 238        2971211 0.2511731             25
#> 239        2971211 0.2511731             25
#> 240        2971211 0.2511731             25
#> 241        2971211 0.2511731             25
#> 242        2971211 0.2511731             25
#> 243        2971211 0.2511731             25
#> 244        2971211 0.2511731             25
#> 245        2971211 0.2511731             25
#> 246        2971211 0.2511731             25
#> 247        2971211 0.2511731             25
#> 248        2971211 0.2511731             25
#> 249        2971211 0.2511731             25
#> 250        2971211 0.2511731             25
#> 251        2971211 0.2511731             25
#> 252        2971211 0.2511731             25
#> 253        2971211 0.2511731             25
#> 254        2971211 0.2511731             25
#> 255        2971211 0.2511731             25
#> 256        2971211 0.2511731             25
#> 257        2971211 0.2511731             25
#> 258        2971211 0.2511731             25
#> 259        2971211 0.2511731             25
#> 260        2971211 0.2511731             25
#> 261        2971211 0.2511731             25
#> 262        2971211 0.2511731             25
#> 263        2971211 0.2511731             25
#> 264        2971211 0.2511731             25
#> 265        2971211 0.2511731             25
#> 266        2971211 0.2511731             25
#> 267        2971211 0.2511731             25
#> 268        2971211 0.2511731             25
#> 269        2971211 0.2511731             25
#> 270        2971211 0.2511731             25
#> 271        2971211 0.2511731             25
#> 272        2971211 0.2511731             25
#> 273        2971211 0.2511731             25
#> 274        2971211 0.2511731             25
#> 275        2971211 0.2511731             25
#> 276        2971211 0.2511731             25
#> 277        2971211 0.2511731             25
#> 278        2971211 0.2511731             25
#> 279        2971211 0.2511731             25
#> 280        2971211 0.2511731             25
#> 281        2971211 0.2511731             25
#> 282        2971211 0.2511731             25
#> 283        2971211 0.2511731             25
#> 284        2971211 0.2511731             25
#> 285        2971211 0.2511731             25
#> 286        2971211 0.2511731             25
#> 287        2971211 0.2511731             25
#> 288        2971211 0.2511731             25
#> 289        2971211 0.2511731             25
#> 290        2971211 0.2511731             25
#> 291        2971211 0.2511731             25
#> 292        2971211 0.2511731             25
#> 293        2971211 0.2511731             25
#> 294        2971211 0.2511731             25
#> 295        2971211 0.2511731             25
#> 296        2971211 0.2511731             25
#> 297        2971211 0.2511731             25
#> 298        2971211 0.2511731             25
#> 299        2971211 0.2511731             25
#> 300        2971211 0.2511731             25
#> 301        2971211 0.2511731             25
#> 302        2971211 0.2511731             25
#> 303        2971211 0.2511731             25
#> 304        2971211 0.2511731             25
#> 305        2971211 0.2511731             25
#> 306        2971211 0.2511731             25
#> 307        2971211 0.2511731             25
#> 308        2971211 0.2511731             25
#> 309        2971211 0.2511731             25
#> 310        2971211 0.2511731             25
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