mitmlComplete.RdThis function extracts imputed data sets from mitml class objects as produced by panImpute and jomoImpute.
mitmlComplete(x, print = "all", force.list = FALSE)An object of class mitml as produced by panImpute or jomoImpute.
Either an integer vector, "list", or "all" denoting which data sets to extract. If set to "list" or "all", all imputed data sets will be returned as a list. Negative values and zero return the original (incomplete) data set. Default is "all".
(optional) Logical flag indicating if single data sets should be enclosed in a list. Default is FALSE.
Usually a list of imputed data with class mitml.list
If only one data set is extracted: a data frame unless force.list = TRUE.
data(studentratings)
fml <- ReadDis + SES ~ ReadAchiev + (1|ID)
imp <- panImpute(studentratings, formula = fml, n.burn = 1000, n.iter = 100, m = 5)
#> Running burn-in phase ...
#> Creating imputed data set ( 1 / 5 ) ...
#> Creating imputed data set ( 2 / 5 ) ...
#> Creating imputed data set ( 3 / 5 ) ...
#> Creating imputed data set ( 4 / 5 ) ...
#> Creating imputed data set ( 5 / 5 ) ...
#> Done!
# extract original (incomplete) data set
mitmlComplete(imp, print = 0)
#> ID ReadDis SES FedState Sex MathAchiev MathDis ReadAchiev
#> 1 2001 NA 93 B Boy 657.6592 NA 584.1848
#> 2 2001 3.5808339 NA B Girl 503.4589 2.7624764 401.2042
#> 3 2001 2.2202391 42 B Boy 516.6611 2.6820857 461.0339
#> 4 2001 2.7807380 44 B Girl 454.6908 2.6892077 397.0767
#> 5 2001 4.4090235 NA B Girl 565.5090 NA 488.4138
#> 6 2001 2.7694260 71 B Boy 595.8878 NA 454.7897
#> 7 2001 1.4051654 57 B Girl 414.1705 NA 313.0809
#> 8 2001 2.3333599 NA B Girl 573.1110 NA 425.9075
#> 9 2001 NA 61 B Girl 664.9363 3.5020794 602.4425
#> 10 2001 2.7891355 NA B Girl NA NA 394.3014
#> 11 2001 NA 73 B Boy 635.0616 NA 475.0099
#> 12 2001 2.2386114 42 B Boy NA 2.3725258 593.4917
#> 13 2001 2.3357395 65 B Boy NA 2.2516842 520.9603
#> 14 2001 2.3753345 NA B Girl 543.0577 NA 511.1804
#> 15 2001 2.0154270 NA B Boy 397.2654 2.0464691 463.0607
#> 16 2002 3.3996792 27 B Girl 448.1669 1.9823430 414.5592
#> 17 2002 4.4007990 50 B Girl NA NA 478.7242
#> 18 2002 NA NA B Boy 416.2586 NA 429.5144
#> 19 2002 3.5781316 21 B Boy NA NA 491.2927
#> 20 2002 3.8165114 26 B Boy 640.4623 NA 491.1874
#> 21 2002 3.6801544 44 B Girl 599.3344 3.0019934 523.0572
#> 22 2002 3.4813231 NA B Boy 482.3188 NA 395.8608
#> 23 2002 NA 48 B Girl 512.0667 NA 487.7022
#> 24 2002 NA 37 B Boy 611.1419 NA 514.6903
#> 25 2002 3.4476357 19 B Boy 427.4251 NA 465.1159
#> 26 2002 NA NA B Girl 562.9828 3.5630918 466.5305
#> 27 2002 3.8495487 NA B Boy 440.7522 4.0346203 463.3637
#> 28 2002 4.2119674 30 B Boy 405.4723 NA 263.1956
#> 29 2002 3.8637999 45 B Boy 282.1802 NA 264.6589
#> 30 2002 2.6147685 NA B Girl 723.4840 2.3010656 486.4044
#> 31 2003 NA 49 B Girl 474.7619 NA 513.2351
#> 32 2003 2.5448356 44 B Boy 500.4721 3.0214663 422.8298
#> 33 2003 1.6189358 NA B Girl 449.8738 NA 476.9300
#> 34 2003 2.3614700 NA B Girl 519.5829 NA 474.5220
#> 35 2003 NA 45 B Girl 468.2464 NA 251.0106
#> 36 2003 2.8476839 16 B Girl 476.7796 NA 439.0582
#> 37 2003 2.9897723 80 B Girl 495.8300 NA 526.5440
#> 38 2003 3.2624015 43 B Girl 490.1441 3.5098573 415.4184
#> 39 2003 3.4023119 55 B Girl NA 1.9652651 433.6016
#> 40 2003 2.2273705 42 B Girl 537.9373 2.8328098 363.4819
#> 41 2003 2.7284977 NA B Boy 398.1356 NA 443.0035
#> 42 2003 2.7177334 NA B Boy NA NA 334.6031
#> 43 2003 1.8337524 NA B Girl 532.9716 1.8943021 634.4727
#> 44 2003 3.8581934 NA B Boy 486.9566 NA 405.2660
#> 45 2003 2.7351127 14 B Girl 369.6989 NA 325.0733
#> 46 2004 NA NA B Girl NA NA 483.0040
#> 47 2004 2.7732887 NA B Boy 668.5826 2.8644911 523.6973
#> 48 2004 NA 43 B Girl 613.3472 NA 499.6697
#> 49 2004 3.4111311 NA B Girl NA NA 416.4318
#> 50 2004 NA 66 B Girl 526.8928 NA 455.7281
#> 51 2004 2.8761332 NA B Girl 553.2262 NA 514.1210
#> 52 2004 1.3909093 55 B Boy 551.6783 1.7061144 533.7558
#> 53 2004 2.4752220 NA B Boy 540.5931 2.7934743 540.8695
#> 54 2004 NA 32 B Girl NA NA 381.7510
#> 55 2004 NA NA B Boy 683.9091 2.3709193 572.4476
#> 56 2004 3.4419472 25 B Girl NA NA 418.8071
#> 57 2004 NA NA B Girl 302.8980 NA 503.4152
#> 58 2004 2.0907805 82 B Boy 587.1506 1.9564459 501.1665
#> 59 2004 3.2600253 55 B Girl 537.1214 3.2771851 559.2271
#> 60 2004 2.2422791 NA B Boy 482.8522 NA 543.4598
#> 61 2005 NA 35 B Boy 484.4360 NA 450.9395
#> 62 2005 2.1856005 37 B Boy 347.2400 NA 386.3451
#> 63 2005 3.1378853 71 B Girl 511.6636 NA 539.7534
#> 64 2005 1.4450494 34 B Girl 511.7715 0.9883781 556.8172
#> 65 2005 2.6446402 NA B Girl 479.0743 NA 718.3623
#> 66 2005 3.6964485 67 B Boy 563.0951 NA 501.8262
#> 67 2005 NA NA B Girl 494.0739 1.6934606 512.3688
#> 68 2005 2.3418269 44 B Boy NA NA 537.2716
#> 69 2005 2.3624518 NA B Girl NA NA 686.8962
#> 70 2005 1.7883767 NA B Girl 546.0527 2.7475648 517.0118
#> 71 2005 NA NA B Boy 492.5624 2.0500636 615.3231
#> 72 2005 1.0634608 58 B Girl 600.1323 0.6019438 755.7048
#> 73 2005 2.1981992 59 B Boy 460.9448 NA 596.7737
#> 74 2005 2.0501875 51 B Girl 546.6120 2.5554637 572.5908
#> 75 2005 2.1880467 NA B Girl 581.5815 1.5893772 527.6175
#> 76 2006 NA 29 B Girl 375.4418 2.5276585 434.5180
#> 77 2006 1.0281689 76 B Girl NA 2.0974677 560.4977
#> 78 2006 1.7329561 82 B Girl 589.4479 NA 610.4958
#> 79 2006 NA 58 B Girl 637.1021 2.9030669 634.6021
#> 80 2006 1.7215247 43 B Girl NA 2.3834890 587.1073
#> 81 2006 NA 40 B Girl 373.8662 NA 434.9804
#> 82 2006 2.2551748 88 B Girl NA NA 514.1151
#> 83 2006 2.4624009 58 B Boy NA NA 497.3301
#> 84 2006 2.1567327 56 B Boy 471.4333 NA 359.4885
#> 85 2006 NA 66 B Girl 590.4219 NA 565.4026
#> 86 2006 1.5697321 NA B Boy 626.8431 NA 584.1209
#> 87 2006 NA NA B Girl 490.9662 NA 558.2257
#> 88 2006 0.9978086 NA B Boy 437.3676 2.4058730 566.8183
#> 89 2006 1.5552500 NA B Boy 392.1131 NA 431.9765
#> 90 2006 NA 87 B Boy 705.6872 NA 642.7890
#> 91 2007 2.1093969 40 B Boy 542.2765 NA 584.1110
#> 92 2007 3.4421405 24 B Boy 586.8636 NA 478.9899
#> 93 2007 1.7944217 NA B Girl 512.0861 1.8468309 555.2857
#> 94 2007 1.8366425 NA B Girl 613.4259 1.9603722 559.1174
#> 95 2007 2.7976148 51 B Boy 517.4156 NA 510.5121
#> 96 2007 1.7748924 NA B Boy 537.0530 NA 694.9817
#> 97 2007 2.0904092 NA B Boy 522.7125 2.2668279 456.8656
#> 98 2007 3.2526392 27 B Girl 526.9362 NA 553.1380
#> 99 2007 2.2003739 -9 B Boy 399.6303 NA 467.5919
#> 100 2007 2.5178238 NA B Girl 708.0032 1.6633233 463.8568
#> 101 2007 1.7048537 42 B Boy 490.0586 NA 581.6712
#> 102 2007 2.7318363 34 B Girl NA NA 444.4867
#> 103 2007 NA NA B Boy 623.2413 2.2484061 609.6243
#> 104 2007 NA NA B Boy 563.8276 NA 609.1833
#> 105 2007 2.2292562 NA B Girl 328.0511 NA 386.9074
#> 106 2008 1.9600889 79 B Girl 641.1922 2.4015388 578.7706
#> 107 2008 2.2955590 NA B Boy NA 2.7927474 474.5369
#> 108 2008 2.4427157 NA B Boy 428.9222 NA 549.9403
#> 109 2008 NA 37 B Boy 341.4029 3.9147509 573.2746
#> 110 2008 2.4224167 46 B Girl NA NA 504.8603
#> 111 2008 NA 44 B Boy 468.1973 NA 444.8460
#> 112 2008 NA 33 B Boy 469.8814 NA 550.4823
#> 113 2008 2.0365673 NA B Girl 462.4035 NA 390.5818
#> 114 2008 2.0670048 NA B Girl NA NA 481.3537
#> 115 2008 2.0762373 22 B Boy 609.2978 NA 565.6381
#> 116 2008 0.9010711 NA B Girl 498.3956 0.5874250 726.3183
#> 117 2008 2.2697377 NA B Boy 448.7307 NA 386.9103
#> 118 2008 2.4090603 50 B Boy 507.0818 1.9822085 627.7834
#> 119 2008 NA NA B Girl 576.7385 NA 533.5656
#> 120 2008 2.0648464 50 B Boy 487.3037 NA 464.2329
#> 121 2009 2.0669389 73 B Girl NA NA 512.7534
#> 122 2009 NA 56 B Girl 478.1576 1.9521731 586.8303
#> 123 2009 2.8605545 NA B Boy NA NA 523.1517
#> 124 2009 3.2316013 39 B Girl 545.0301 NA 559.3870
#> 125 2009 2.1915153 56 B Girl 442.3636 1.8128279 573.3080
#> 126 2009 2.7694056 46 B Girl 431.9584 3.1318712 563.3265
#> 127 2009 2.3159705 NA B Girl 428.9995 NA 449.5949
#> 128 2009 3.2689639 60 B Girl 598.1108 NA 543.5258
#> 129 2009 2.6749050 53 B Boy 543.1527 NA 560.2386
#> 130 2009 2.0899445 29 B Boy 464.3863 NA 455.6702
#> 131 2009 1.9648008 NA B Girl 482.9816 NA 379.0153
#> 132 2009 3.2990896 NA B Boy 474.0998 NA 576.5929
#> 133 2009 3.3757392 NA B Boy 346.6835 NA 434.4144
#> 134 2009 NA 59 B Boy 451.0825 2.2095484 448.2095
#> 135 2009 1.7509197 38 B Boy 506.0457 NA 586.3015
#> 136 2010 NA 35 B Girl 465.0973 NA 584.0659
#> 137 2010 2.7097454 NA B Boy 541.0278 2.7615812 515.2814
#> 138 2010 2.6978994 38 B Boy 579.2731 NA 416.9462
#> 139 2010 2.6804086 NA B Boy 494.5763 NA 484.9371
#> 140 2010 2.1895464 NA B Boy 729.0350 NA 636.4971
#> 141 2010 2.1416016 NA B Girl 540.7218 NA 581.8752
#> 142 2010 3.2109650 NA B Girl 397.8131 NA 511.1052
#> 143 2010 1.5087895 37 B Girl 518.9522 NA 459.0787
#> 144 2010 NA 50 B Boy NA NA 726.4659
#> 145 2010 2.2123213 63 B Girl NA 1.4151093 493.1964
#> 146 2010 NA 72 B Girl NA NA 583.6089
#> 147 2010 2.6213364 61 B Girl 603.4920 NA 517.8406
#> 148 2010 2.6468128 NA B Boy 404.1478 NA 422.6718
#> 149 2010 3.0755497 69 B Boy 502.5001 2.7632157 589.0757
#> 150 2010 1.6664338 68 B Boy 577.9567 NA 705.9189
#> 151 2011 NA 40 B Girl 577.8184 NA 533.6855
#> 152 2011 NA NA B Boy NA 3.8744729 520.3400
#> 153 2011 2.2861496 NA B Girl NA NA 395.0795
#> 154 2011 2.3212361 68 B Boy 697.1178 NA 647.2866
#> 155 2011 2.0049534 NA B Girl 464.3598 NA 640.9579
#> 156 2011 NA NA B Girl 460.0721 2.5715525 600.4052
#> 157 2011 NA NA B Boy 666.3759 1.6886885 552.4334
#> 158 2011 2.8084247 10 B Girl 336.2354 NA 407.3846
#> 159 2011 4.1788700 NA B Girl 434.1061 NA 305.0793
#> 160 2011 2.6595512 NA B Girl NA 3.1499059 572.9979
#> 161 2011 2.2530743 48 B Boy 415.5687 NA 538.6893
#> 162 2011 NA 66 B Boy 482.4465 NA 470.9123
#> 163 2011 3.3525095 NA B Boy 456.6344 NA 461.4899
#> 164 2011 2.8687416 54 B Girl 456.6236 NA 427.1523
#> 165 2011 2.9437714 32 B Boy 547.4725 NA 469.9238
#> 166 2012 2.9702448 NA B Boy 625.8589 3.0906339 535.7188
#> 167 2012 1.6865537 NA B Girl 380.6741 2.5101342 342.3805
#> 168 2012 1.3281252 NA B Boy 545.2974 1.3430892 562.1152
#> 169 2012 1.8279079 44 B Boy 537.9101 NA 551.4434
#> 170 2012 NA NA B Boy 582.0480 NA 603.1253
#> 171 2012 2.0974223 79 B Girl 426.6420 3.0117654 569.9611
#> 172 2012 1.8634128 NA B Girl NA NA 420.2082
#> 173 2012 2.3360454 NA B Girl 504.8569 2.1128886 429.0125
#> 174 2012 2.3632113 76 B Girl 595.6550 NA 576.3617
#> 175 2012 1.4430424 86 B Boy 585.0610 2.4807685 571.5033
#> 176 2012 1.8606169 NA B Girl 588.1540 2.4916204 586.4578
#> 177 2012 2.1346925 54 B Girl 477.1267 2.6645436 660.8805
#> 178 2012 2.2248668 NA B Boy 808.0950 3.1538563 767.1498
#> 179 2012 2.3269997 18 B Girl 432.2483 NA 400.8808
#> 180 2012 1.1581680 63 B Boy 318.1353 2.1267719 549.1554
#> 181 2013 NA NA B Girl NA 3.5066189 423.6317
#> 182 2013 NA 46 B Girl NA NA 416.2054
#> 183 2013 3.5563166 42 B Boy 460.4796 NA 448.7650
#> 184 2013 3.1370513 NA B Girl 492.8865 NA 450.1576
#> 185 2013 2.4235167 NA B Girl 405.1905 2.3830362 487.2867
#> 186 2013 3.2279640 NA B Girl 578.7254 2.9481422 481.9315
#> 187 2013 3.0618873 52 B Boy 556.2241 NA 388.4830
#> 188 2013 2.1417271 NA B Boy 440.7072 NA 464.8449
#> 189 2013 2.9069782 53 B Boy 552.8268 2.2702409 435.1473
#> 190 2013 3.1074806 65 B Girl 489.3815 NA 493.8818
#> 191 2013 3.1960128 NA B Girl NA NA 341.8369
#> 192 2013 2.6449160 46 B Girl NA NA 424.3755
#> 193 2013 NA NA B Girl 337.3777 NA 566.3575
#> 194 2013 2.7318711 58 B Boy 504.2448 1.8352902 446.6343
#> 195 2013 4.7898456 64 B Girl 346.3286 4.0463358 358.9718
#> 196 2014 1.4101620 51 B Girl 528.1760 1.6043864 423.3763
#> 197 2014 1.8752248 NA B Girl NA NA 374.5590
#> 198 2014 NA NA B Boy 549.9297 1.3119791 508.8697
#> 199 2014 3.3911214 35 B Boy NA NA 428.4184
#> 200 2014 NA 15 B Girl 450.3292 NA 426.4440
#> 201 2014 NA NA B Boy 497.1865 NA 333.5257
#> 202 2014 3.7039067 NA B Girl 500.7525 NA 510.5172
#> 203 2014 1.9032634 27 B Boy NA 2.9103256 574.3794
#> 204 2014 1.5058274 61 B Boy 526.6115 NA 460.9419
#> 205 2014 2.5818939 32 B Boy NA NA 410.2699
#> 206 2014 2.8067472 43 B Boy 357.0684 NA 531.7715
#> 207 2014 NA 63 B Boy 592.6378 2.3524190 560.1191
#> 208 2014 1.6771139 20 B Girl 342.3036 3.4263698 516.1569
#> 209 2014 2.4824325 42 B Boy 658.2700 NA 399.2515
#> 210 2014 1.8276417 NA B Girl 489.9786 NA 566.4702
#> 211 2015 3.7411493 53 B Boy 484.6882 NA 494.0838
#> 212 2015 1.1972383 NA B Girl 505.2549 0.3496866 566.7198
#> 213 2015 4.8554019 49 B Boy 344.7232 NA 408.5409
#> 214 2015 2.2411805 82 B Girl 613.7431 NA 562.5383
#> 215 2015 NA 19 B Boy 487.6946 3.5173002 450.0217
#> 216 2015 NA NA B Girl 541.5704 2.4440876 577.4688
#> 217 2015 2.1834792 25 B Girl 407.3075 1.9377747 486.2610
#> 218 2015 3.0122604 25 B Girl 538.4133 2.6722871 443.6608
#> 219 2015 3.1557184 60 B Girl 376.3759 NA 522.9413
#> 220 2015 2.5569951 28 B Girl 457.5963 NA 483.2994
#> 221 2015 2.7043289 43 B Girl 309.4505 NA 414.6685
#> 222 2015 3.8688265 33 B Boy 571.0025 NA 435.6126
#> 223 2015 2.4741596 9 B Boy 469.2824 NA 476.8804
#> 224 2015 NA 10 B Boy NA NA 499.2461
#> 225 2015 2.0405005 NA B Girl 343.0009 NA 439.7503
#> 226 2016 NA NA B Boy 460.1039 NA 454.7850
#> 227 2016 1.5715023 NA B Girl 357.8779 2.4339584 480.7938
#> 228 2016 2.1291356 65 B Girl NA NA 414.6359
#> 229 2016 2.2479938 28 B Boy 419.4398 NA 532.4281
#> 230 2016 NA 33 B Girl NA 3.7273734 605.9546
#> 231 2016 3.0021492 NA B Boy 452.1073 NA 520.6802
#> 232 2016 NA 42 B Girl NA NA 498.3001
#> 233 2016 3.2033361 NA B Girl NA 3.2620915 486.9375
#> 234 2016 2.8190721 NA B Girl 475.3344 NA 386.0992
#> 235 2016 2.0769035 36 B Boy 445.2294 NA 397.1474
#> 236 2016 2.6205179 33 B Boy 501.5646 3.7920539 510.6231
#> 237 2016 2.7486090 62 B Boy 620.4612 3.1435589 488.9534
#> 238 2016 2.2879526 NA B Boy NA NA 479.2714
#> 239 2016 3.2115402 24 B Girl 574.4646 NA 505.2343
#> 240 2016 2.1734972 16 B Girl NA NA 525.9074
#> 241 2017 1.3983708 NA B Boy 348.7666 NA 339.2426
#> 242 2017 2.0292281 42 B Girl 375.5640 2.1340349 234.0088
#> 243 2017 3.5469285 NA B Girl NA 3.5756910 505.2323
#> 244 2017 2.3827001 44 B Boy 544.5534 NA 608.9371
#> 245 2017 NA 44 B Girl 604.3891 NA 353.3656
#> 246 2017 2.9506385 62 B Boy NA NA 227.7894
#> 247 2017 2.9731490 NA B Girl 464.1477 NA 413.5565
#> 248 2017 3.6131259 28 B Girl NA NA 438.0665
#> 249 2017 4.0703219 50 B Boy 580.0574 NA 548.6720
#> 250 2017 2.6809353 36 B Girl 350.7164 3.0587715 345.9640
#> 251 2017 NA 38 B Girl 540.4209 NA 438.2333
#> 252 2017 2.9731728 NA B Girl 515.0912 NA 357.7006
#> 253 2017 2.4375968 NA B Girl 420.2114 1.8769683 285.4688
#> 254 2017 2.5724671 48 B Boy 570.4376 NA 409.5868
#> 255 2017 3.4181990 29 B Girl 393.8267 4.3190499 306.0178
#> 256 2018 1.3475964 13 B Boy 549.9252 NA 535.6879
#> 257 2018 2.8771596 14 B Boy 373.8081 NA 425.2229
#> 258 2018 NA 54 B Girl NA NA 593.5811
#> 259 2018 NA NA B Boy 494.5489 3.1067555 589.6611
#> 260 2018 NA 40 B Boy NA 1.8511110 437.1574
#> 261 2018 2.3940455 NA B Girl 558.2646 NA 407.9051
#> 262 2018 NA NA B Boy NA 3.6987327 513.3649
#> 263 2018 3.1910568 29 B Girl 503.5896 NA 424.0609
#> 264 2018 2.7071046 39 B Girl NA NA 584.6767
#> 265 2018 2.0250933 NA B Boy NA NA 455.7660
#> 266 2018 1.7023384 71 B Girl 634.2240 NA 500.7221
#> 267 2018 1.7302286 35 B Boy NA NA 540.5116
#> 268 2018 1.7693106 55 B Girl 536.6900 NA 591.0648
#> 269 2018 3.2836044 8 B Boy NA NA 312.5821
#> 270 2018 1.9442339 NA B Girl 480.0378 2.9216475 574.3172
#> 271 2019 2.6276550 NA B Boy 509.4935 NA 527.4811
#> 272 2019 2.9294016 NA B Boy 461.1410 NA 449.6540
#> 273 2019 NA 73 B Boy 525.8316 NA 581.0996
#> 274 2019 2.3908749 NA B Boy 429.0275 NA 527.2195
#> 275 2019 NA NA B Boy 555.8471 3.2934726 633.4952
#> 276 2019 1.4616551 76 B Girl 505.4411 1.1309750 563.5284
#> 277 2019 2.3646721 58 B Girl 565.3400 2.2405725 577.3887
#> 278 2019 NA NA B Girl 322.0886 NA 395.8616
#> 279 2019 2.4906876 NA B Girl NA NA 433.6232
#> 280 2019 NA 43 B Boy 395.8896 2.7527589 452.0070
#> 281 2019 3.3730887 49 B Girl 595.4808 NA 594.6301
#> 282 2019 1.9012554 NA B Boy NA 2.1442293 688.9475
#> 283 2019 3.5313647 57 B Boy 558.6905 NA 577.9476
#> 284 2019 2.1609291 54 B Girl 474.4005 NA 635.7543
#> 285 2019 2.8597700 62 B Boy 398.6693 3.8630705 491.9968
#> 286 2020 NA 40 B Girl 502.4762 NA 356.6215
#> 287 2020 1.8822802 NA B Girl NA NA 490.3523
#> 288 2020 1.7408287 34 B Boy NA 1.3455645 570.4752
#> 289 2020 3.5950269 NA B Girl NA NA 492.1894
#> 290 2020 3.7180241 37 B Girl NA 4.2910218 429.3603
#> 291 2020 NA NA B Boy 589.2380 NA 465.3483
#> 292 2020 1.9899532 NA B Girl 598.1527 2.7879349 449.8470
#> 293 2020 3.2872126 42 B Girl 429.5458 3.2228195 426.9499
#> 294 2020 2.7485504 NA B Girl 508.0440 1.7846588 583.9607
#> 295 2020 1.8930106 NA B Girl 502.2744 NA 530.6641
#> 296 2020 1.9249296 NA B Boy NA NA 352.8284
#> 297 2020 3.6349036 45 B Boy 546.0111 3.8194255 476.2712
#> 298 2020 4.0637806 NA B Girl 453.1714 NA 402.3485
#> 299 2020 NA NA B Girl 436.9558 NA 491.3058
#> 300 2020 2.4078115 54 B Boy 399.6501 NA 503.2233
#> 301 2021 2.4444539 NA B Boy 423.0115 NA 542.3955
#> 302 2021 NA 58 B Girl 503.9518 NA 486.1511
#> 303 2021 2.5517924 68 B Boy 441.5096 2.0718097 577.2826
#> 304 2021 2.6043384 59 B Girl 468.9391 NA 489.3698
#> 305 2021 2.3492358 NA B Boy NA NA 642.2669
#> 306 2021 1.6386222 NA B Girl 473.2324 0.9046054 487.6710
#> 307 2021 NA 64 B Girl NA 2.6876126 444.6425
#> 308 2021 NA 83 B Girl 523.9212 3.0878903 586.7858
#> 309 2021 2.7423494 28 B Girl 458.6638 NA 580.4933
#> 310 2021 NA NA B Girl 447.6490 NA 476.0432
#> 311 2021 1.9905560 53 B Girl 491.7686 1.3879440 551.3063
#> 312 2021 2.9210389 37 B Girl 513.8925 NA 494.9582
#> 313 2021 1.6135302 NA B Boy 432.8427 2.2893196 490.0175
#> 314 2021 2.1626008 69 B Boy 641.5978 2.0348801 513.5528
#> 315 2021 2.3254479 39 B Girl 427.6003 1.9984982 435.6361
#> 316 2022 1.6350514 47 B Girl 704.9881 NA 600.9443
#> 317 2022 2.8273160 37 B Boy 412.9337 NA 578.3603
#> 318 2022 3.7391652 NA B Boy 407.8991 3.0712169 399.9104
#> 319 2022 NA 50 B Boy 504.2824 NA 509.9076
#> 320 2022 1.9322830 NA B Girl 474.6905 NA 595.1934
#> 321 2022 3.1827497 49 B Girl 408.8230 3.5168936 459.2439
#> 322 2022 2.7630820 16 B Boy 512.1537 NA 451.0643
#> 323 2022 2.3407351 NA B Boy 589.1755 2.5401196 488.7389
#> 324 2022 1.6982116 61 B Boy 429.9644 NA 497.2335
#> 325 2022 NA 66 B Girl 585.7283 NA 593.9573
#> 326 2022 2.9202275 NA B Boy NA NA 421.5583
#> 327 2022 2.9142328 54 B Girl 394.0351 2.2166096 384.0496
#> 328 2022 2.5139125 53 B Girl 413.4108 NA 589.5078
#> 329 2022 2.6454003 51 B Girl 680.3418 1.8711264 610.7590
#> 330 2022 3.1064452 74 B Girl 568.2765 3.4684693 477.7613
#> 331 2023 3.5044995 13 B Boy 495.5169 2.6089982 486.3055
#> 332 2023 1.4370738 29 B Boy NA 1.6531115 626.0045
#> 333 2023 3.1234828 53 B Girl 584.2339 1.7677498 383.5450
#> 334 2023 3.0747177 NA B Boy 421.1012 NA 520.0078
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#> 664 1020 NA NA SH Boy 385.0529 3.0172201 437.6703
#> 665 1020 3.1653250 NA SH Boy 278.6281 2.5756908 278.4895
#> 666 1020 3.7077249 NA SH Boy 455.7190 2.6517831 420.7099
#> 667 1020 2.7572704 53 SH Boy 599.8231 3.0682333 551.5116
#> 668 1020 1.9916580 17 SH Boy 389.9135 NA 417.7204
#> 669 1020 NA NA SH Boy 390.9435 NA 417.6624
#> 670 1020 NA NA SH Girl 355.8565 NA 287.7318
#> 671 1020 3.5314266 NA SH Girl NA NA 446.9771
#> 672 1020 2.0928081 NA SH Girl NA 3.0339831 261.5141
#> 673 1020 NA 26 SH Boy 389.5399 NA 385.3865
#> 674 1020 3.1251643 44 SH Girl 560.2188 3.0029195 512.0776
#> 675 1020 NA NA SH Girl 379.7786 NA 350.1186
#> 676 1021 3.5510816 24 SH Girl 516.9407 NA 469.0496
#> 677 1021 2.2870730 32 SH Boy 652.2079 NA 499.5526
#> 678 1021 NA 37 SH Boy NA NA 581.0384
#> 679 1021 NA 36 SH Boy 555.9675 3.1148342 560.9030
#> 680 1021 3.2358750 75 SH Girl 558.9108 NA 464.6824
#> 681 1021 3.9432236 38 SH Girl 602.5692 NA 487.6604
#> 682 1021 3.1723850 NA SH Boy 627.8153 3.5207383 523.6299
#> 683 1021 2.4359315 NA SH Boy 505.8236 2.5891250 496.1926
#> 684 1021 NA NA SH Girl 635.8515 NA 548.5260
#> 685 1021 3.4745369 64 SH Boy 730.1295 2.3970014 688.2159
#> 686 1021 3.8613757 NA SH Boy NA NA 440.3238
#> 687 1021 3.0649597 52 SH Boy 486.1915 1.9514468 611.3003
#> 688 1021 2.4497608 55 SH Girl NA NA 562.8101
#> 689 1021 2.8303584 39 SH Girl 615.5239 2.8036688 818.5031
#> 690 1021 NA NA SH Girl 405.2606 NA 434.5620
#> 691 1022 3.7763944 84 SH Boy 639.2363 NA 558.4165
#> 692 1022 2.4944059 62 SH Girl 282.7127 NA 326.4108
#> 693 1022 1.9542547 NA SH Boy 479.4373 NA 572.7447
#> 694 1022 1.3263918 30 SH Girl 558.4976 3.2862455 565.2276
#> 695 1022 2.6308274 52 SH Girl 579.9097 NA 613.0452
#> 696 1022 2.0894293 NA SH Girl 647.8952 NA 523.0954
#> 697 1022 NA NA SH Boy 522.3384 NA 579.0169
#> 698 1022 2.6020870 48 SH Girl 492.1814 NA 442.9837
#> 699 1022 1.9267605 26 SH Girl 400.2880 1.2742283 448.1179
#> 700 1022 2.2275208 79 SH Girl 480.7997 2.7527332 669.1734
#> 701 1022 2.3494501 NA SH Boy 509.8690 2.3910653 649.9491
#> 702 1022 1.9168443 NA SH Boy 544.0534 NA 641.9457
#> 703 1022 2.4448225 45 SH Girl NA NA 466.6595
#> 704 1022 1.8754279 NA SH Boy 578.7601 2.0651160 738.6866
#> 705 1022 3.4316155 10 SH Boy 267.4999 NA 369.5225
#> 706 1023 3.3134761 NA SH Girl 380.6221 3.5918542 432.3855
#> 707 1023 3.6442257 NA SH Boy 409.9949 NA 441.1646
#> 708 1023 3.8267641 NA SH Boy 456.7107 NA 506.7535
#> 709 1023 NA NA SH Girl 469.8551 NA 535.4576
#> 710 1023 3.1395152 42 SH Boy NA 3.1406164 411.1500
#> 711 1023 4.3432272 73 SH Girl 674.3056 NA 529.1422
#> 712 1023 NA 63 SH Boy 608.4335 NA 553.5476
#> 713 1023 1.9240283 34 SH Boy NA NA 351.9649
#> 714 1023 NA 58 SH Boy 490.5666 NA 458.6737
#> 715 1023 3.2798756 19 SH Girl NA NA 419.0758
#> 716 1023 NA 62 SH Boy NA 3.1841111 387.5491
#> 717 1023 1.8200764 54 SH Girl NA NA 525.3920
#> 718 1023 3.8280867 22 SH Boy 462.1262 NA 311.2347
#> 719 1023 3.0719162 59 SH Boy 355.7736 NA 403.9303
#> 720 1023 3.8808596 NA SH Girl 273.2362 3.0744330 362.9449
#> 721 1024 2.4826846 NA SH Boy 473.9666 NA 444.5708
#> 722 1024 3.6331063 NA SH Boy 294.5778 NA 521.6501
#> 723 1024 1.9465681 NA SH Girl 476.1825 NA 584.4616
#> 724 1024 NA 56 SH Girl 502.0737 NA 458.4149
#> 725 1024 2.0267836 70 SH Boy 597.6780 1.7571637 683.6791
#> 726 1024 3.4362563 NA SH Boy 473.7670 NA 459.6953
#> 727 1024 2.2711540 NA SH Boy 508.3143 NA 503.2668
#> 728 1024 NA NA SH Girl 639.0155 2.3412316 628.7690
#> 729 1024 2.4740201 NA SH Boy 530.9969 NA 452.0434
#> 730 1024 3.0247622 NA SH Boy 511.0005 3.0280786 402.0017
#> 731 1024 2.2611657 58 SH Girl 472.7960 NA 469.7676
#> 732 1024 NA 53 SH Girl 530.9404 NA 491.3070
#> 733 1024 2.4325548 NA SH Girl 466.2013 NA 452.9497
#> 734 1024 3.0470533 43 SH Girl NA 3.0010849 434.1169
#> 735 1024 2.7736773 54 SH Girl 483.5764 NA 661.8121
#> 736 1025 2.6838182 NA SH Boy 487.0204 1.3574273 514.3841
#> 737 1025 1.9842472 70 SH Girl 594.2876 NA 491.8275
#> 738 1025 2.3740130 36 SH Girl 540.9354 NA 440.2068
#> 739 1025 1.6193554 NA SH Girl 436.0193 NA 417.2798
#> 740 1025 NA 49 SH Boy 440.8006 NA 476.4829
#> 741 1025 2.5186180 NA SH Boy 405.8512 1.6529102 471.9742
#> 742 1025 NA NA SH Girl 511.9248 2.2815527 494.9409
#> 743 1025 3.0618739 50 SH Boy 451.9471 2.5452844 328.9463
#> 744 1025 1.5418773 37 SH Boy 478.5156 NA 527.8562
#> 745 1025 2.4776427 55 SH Girl 442.2832 2.4844679 494.2067
#> 746 1025 2.2615925 NA SH Boy 548.0371 2.6480964 630.1110
#> 747 1025 0.9990323 NA SH Girl 589.5249 NA 613.1035
#> 748 1025 3.1338372 41 SH Boy 646.6643 2.7856840 422.1316
#> 749 1025 1.9852136 59 SH Girl 568.8137 0.8052410 465.0948
#> 750 1025 2.2269307 55 SH Boy 298.7237 NA 354.8964
#> CognAbility SchClimate
#> 1 61.75292 0.68985273
#> 2 49.21429 NA
#> 3 52.28463 2.29440231
#> 4 43.22988 NA
#> 5 60.93126 2.00940996
#> 6 52.26145 1.45674056
#> 7 43.03315 2.56978247
#> 8 51.58635 NA
#> 9 52.33561 1.12621246
#> 10 36.93415 NA
#> 11 56.60623 0.39538500
#> 12 51.03553 0.74524267
#> 13 44.63577 NA
#> 14 59.17804 NA
#> 15 37.54569 NA
#> 16 43.99284 NA
#> 17 46.98540 2.37231244
#> 18 33.79546 0.61180300
#> 19 51.64818 2.02943476
#> 20 51.32885 NA
#> 21 44.18259 2.41476941
#> 22 44.57170 1.66086595
#> 23 52.95133 NA
#> 24 50.94319 1.77347489
#> 25 46.28544 3.31398155
#> 26 47.70839 2.82401635
#> 27 39.70263 2.60463039
#> 28 31.92245 NA
#> 29 45.61546 3.03173290
#> 30 43.69108 1.75594182
#> 31 47.62784 1.50061872
#> 32 49.94755 2.47232358
#> 33 52.84001 1.04668178
#> 34 49.50526 NA
#> 35 47.90221 1.21674289
#> 36 55.40291 1.11936950
#> 37 42.05349 2.86431581
#> 38 37.08869 2.29038040
#> 39 51.30699 1.63452855
#> 40 44.17106 2.18537756
#> 41 46.79823 NA
#> 42 37.93870 1.79468405
#> 43 55.77147 0.65355424
#> 44 59.47999 2.00849879
#> 45 48.94856 1.47374146
#> 46 55.24906 2.42450050
#> 47 62.99169 0.34907559
#> 48 51.22075 1.66426280
#> 49 39.89376 1.14576466
#> 50 44.67919 3.05649247
#> 51 51.17925 2.98420771
#> 52 43.10195 1.19007876
#> 53 48.31382 1.88337363
#> 54 48.61489 1.02102629
#> 55 64.39437 0.90020354
#> 56 42.71936 2.67335431
#> 57 44.59671 1.24935803
#> 58 47.54230 1.99613767
#> 59 55.95257 0.95882777
#> 60 39.90653 1.93902973
#> 61 51.19564 0.91754717
#> 62 42.36472 NA
#> 63 47.03644 2.19105095
#> 64 55.92146 2.08468316
#> 65 49.47418 NA
#> 66 43.27989 2.53908201
#> 67 46.71230 NA
#> 68 49.08138 2.28537218
#> 69 52.41982 NA
#> 70 49.03726 NA
#> 71 53.02864 1.71259783
#> 72 50.41845 0.70621172
#> 73 46.14307 1.10874194
#> 74 47.09855 0.72255658
#> 75 45.94551 0.49881356
#> 76 52.97685 NA
#> 77 58.74825 0.28540077
#> 78 59.49572 1.75566381
#> 79 59.74319 1.44747731
#> 80 54.93154 0.95224017
#> 81 40.46022 2.58265595
#> 82 49.79280 NA
#> 83 48.29412 0.73919459
#> 84 55.81966 2.51074317
#> 85 55.97625 1.01585592
#> 86 67.36089 NA
#> 87 61.15367 1.06469831
#> 88 49.95994 1.06492777
#> 89 48.13837 1.06866087
#> 90 63.94315 0.14332145
#> 91 59.41856 1.49548514
#> 92 49.29538 1.38450784
#> 93 46.31159 0.70462583
#> 94 44.23791 NA
#> 95 46.35556 2.22371646
#> 96 46.13109 1.12384550
#> 97 43.86919 0.81592931
#> 98 45.41659 1.76716192
#> 99 33.55162 2.54611929
#> 100 56.90403 0.77285078
#> 101 54.27729 0.98833459
#> 102 47.67443 1.55870008
#> 103 44.64760 2.61783186
#> 104 49.86686 1.69131158
#> 105 35.58971 2.51312199
#> 106 49.92596 1.42286399
#> 107 54.10483 2.30903954
#> 108 54.10191 3.24051388
#> 109 44.20436 2.49141893
#> 110 54.52193 1.44370769
#> 111 55.19782 1.82791788
#> 112 51.47368 NA
#> 113 39.73671 NA
#> 114 41.85986 1.39382101
#> 115 69.61245 NA
#> 116 65.83450 0.05369448
#> 117 41.04012 3.40438213
#> 118 46.88926 1.22977466
#> 119 57.36908 1.13169166
#> 120 48.86076 1.18736216
#> 121 55.35296 1.59927330
#> 122 34.46925 2.33636775
#> 123 58.75404 NA
#> 124 46.24957 2.22872049
#> 125 52.68171 1.30009669
#> 126 50.24901 2.68527838
#> 127 47.55559 2.06761819
#> 128 48.56763 3.52024583
#> 129 58.16918 1.26701890
#> 130 54.29191 1.67481443
#> 131 43.13663 2.35312764
#> 132 48.98710 2.69971592
#> 133 30.65481 NA
#> 134 38.66455 1.69398222
#> 135 54.81429 NA
#> 136 53.75867 NA
#> 137 42.58492 1.17288756
#> 138 41.76147 1.82236776
#> 139 48.26423 NA
#> 140 58.53032 0.23362536
#> 141 56.42771 1.25466128
#> 142 47.48680 1.63158824
#> 143 49.65895 NA
#> 144 56.88795 1.37973452
#> 145 54.09836 0.06148502
#> 146 59.04799 1.24653358
#> 147 50.25611 NA
#> 148 39.89143 2.74435664
#> 149 43.79439 2.02678240
#> 150 49.98564 NA
#> 151 50.02337 1.53486105
#> 152 45.96076 1.21205937
#> 153 47.33028 1.71794359
#> 154 71.28925 0.74557885
#> 155 50.88028 1.04003491
#> 156 52.11439 NA
#> 157 58.38630 1.51230103
#> 158 39.19333 NA
#> 159 37.34282 2.47569845
#> 160 52.51242 NA
#> 161 54.36307 NA
#> 162 55.22976 1.50396813
#> 163 46.71494 NA
#> 164 45.56869 NA
#> 165 51.39534 1.44381833
#> 166 46.26493 2.16576889
#> 167 39.13682 1.45210441
#> 168 50.73844 1.36846670
#> 169 57.25830 1.55082179
#> 170 54.60662 NA
#> 171 44.14960 NA
#> 172 37.87674 NA
#> 173 49.76751 NA
#> 174 61.71291 NA
#> 175 60.05634 NA
#> 176 48.03481 NA
#> 177 46.71992 2.08090930
#> 178 69.50042 1.07739784
#> 179 51.51742 1.44928151
#> 180 45.83863 1.46668928
#> 181 55.09074 2.15602748
#> 182 43.79073 2.09076414
#> 183 49.60907 3.00371834
#> 184 50.03273 1.42554414
#> 185 49.22591 0.89298463
#> 186 44.10854 NA
#> 187 47.28005 2.89726868
#> 188 41.47962 NA
#> 189 48.61896 0.97160177
#> 190 49.01898 1.30059648
#> 191 43.83802 3.33927103
#> 192 41.67879 1.83826082
#> 193 41.26717 NA
#> 194 52.91467 2.08353614
#> 195 38.43329 4.19315987
#> 196 45.80467 1.54636225
#> 197 48.85474 1.45280437
#> 198 44.73852 NA
#> 199 37.97948 1.27491220
#> 200 56.71479 2.48054439
#> 201 51.51230 1.39263284
#> 202 50.02230 2.16072426
#> 203 49.84566 0.96563379
#> 204 45.99887 1.76615702
#> 205 44.83893 1.81455619
#> 206 52.65608 1.83965445
#> 207 51.37159 1.64523227
#> 208 38.99838 1.31247509
#> 209 54.07093 1.61128264
#> 210 61.72655 1.64699324
#> 211 56.49807 0.79468169
#> 212 52.57411 0.52935874
#> 213 41.91981 2.48701934
#> 214 67.53394 NA
#> 215 53.91434 3.14330263
#> 216 54.35370 3.15375723
#> 217 38.88009 NA
#> 218 42.20862 2.58059625
#> 219 59.44628 1.97822277
#> 220 61.95784 NA
#> 221 41.41525 1.08684342
#> 222 53.31578 2.96277532
#> 223 45.27335 2.30093992
#> 224 52.65606 2.17834238
#> 225 42.86452 2.53790111
#> 226 43.79833 NA
#> 227 31.42518 1.52019131
#> 228 35.35883 1.60282386
#> 229 43.71876 1.39166734
#> 230 61.51781 1.28418964
#> 231 31.52180 NA
#> 232 46.77829 1.60361233
#> 233 54.70923 1.15553925
#> 234 45.89390 1.62615869
#> 235 41.36624 0.56493588
#> 236 45.36573 2.15257458
#> 237 48.41005 1.73147965
#> 238 42.48055 0.72004019
#> 239 60.42405 0.95165694
#> 240 39.67934 NA
#> 241 43.27173 1.89813637
#> 242 38.32494 1.85582581
#> 243 47.78031 2.32261751
#> 244 56.29025 NA
#> 245 57.36945 2.90272050
#> 246 34.01099 2.86627120
#> 247 43.57711 1.58236154
#> 248 43.63356 2.91970019
#> 249 58.90441 2.13023209
#> 250 43.67486 2.97584149
#> 251 48.44418 1.53396093
#> 252 52.76854 2.61930399
#> 253 41.96779 2.07586805
#> 254 52.60610 1.80491066
#> 255 44.26429 NA
#> 256 54.94901 1.94908281
#> 257 46.35863 2.10687608
#> 258 50.05244 1.15582675
#> 259 45.47990 1.13864432
#> 260 52.30600 2.35257300
#> 261 58.42421 1.92084683
#> 262 39.09549 1.41393875
#> 263 39.79168 NA
#> 264 44.53284 1.04697679
#> 265 43.34384 1.01717620
#> 266 53.11500 1.87695070
#> 267 57.38681 1.67299199
#> 268 50.46225 0.90975326
#> 269 33.68913 2.68636712
#> 270 45.58487 1.84945500
#> 271 56.14344 1.03392586
#> 272 46.33458 NA
#> 273 46.21165 NA
#> 274 41.88425 1.69231250
#> 275 46.01167 1.46360399
#> 276 49.91531 NA
#> 277 54.94972 2.39946983
#> 278 33.04023 1.28272068
#> 279 50.55802 1.64921133
#> 280 35.88377 1.64569667
#> 281 50.93176 2.24044212
#> 282 53.78409 1.62281217
#> 283 54.86135 1.78078544
#> 284 53.39089 1.37277731
#> 285 45.00594 NA
#> 286 36.52742 NA
#> 287 54.79957 0.88819163
#> 288 56.44000 1.87542987
#> 289 49.47176 NA
#> 290 40.72014 3.05700917
#> 291 51.23960 2.91117322
#> 292 61.44517 NA
#> 293 36.60574 1.23547156
#> 294 49.07167 NA
#> 295 51.22441 NA
#> 296 46.79174 NA
#> 297 44.14770 NA
#> 298 48.53741 3.47900935
#> 299 46.30321 NA
#> 300 53.94373 2.13190669
#> 301 43.83678 3.04034985
#> 302 57.05078 0.99617695
#> 303 49.76847 1.98484530
#> 304 41.04031 2.18889274
#> 305 49.95619 NA
#> 306 39.42904 1.73237863
#> 307 34.45912 2.26346641
#> 308 46.56891 1.62160769
#> 309 57.50571 1.35652608
#> 310 44.89961 1.83920059
#> 311 34.11059 0.89782093
#> 312 67.85582 2.42411117
#> 313 62.73674 1.72357606
#> 314 52.52655 2.22995572
#> 315 45.97028 2.76010075
#> 316 63.92077 NA
#> 317 42.60143 1.84915555
#> 318 38.16384 NA
#> 319 45.54144 2.14687247
#> 320 42.48981 1.17005444
#> 321 60.87516 1.09623692
#> 322 49.33988 1.05503368
#> 323 55.15134 0.56543925
#> 324 52.58878 0.74531145
#> 325 55.37395 0.86761958
#> 326 42.34463 1.40450451
#> 327 58.44611 2.07471857
#> 328 42.14741 1.44055639
#> 329 60.66343 0.96134051
#> 330 50.40522 2.45968681
#> 331 44.39663 2.19335489
#> 332 57.71674 1.49750116
#> 333 44.65115 1.53993215
#> 334 29.13736 NA
#> 335 46.90967 0.86424381
#> 336 54.56014 2.39879094
#> 337 55.29978 0.91980257
#> 338 52.43326 2.68988044
#> 339 40.48757 1.78640070
#> 340 49.85063 NA
#> 341 50.76692 NA
#> 342 45.80086 2.68997287
#> 343 58.93578 0.59987242
#> 344 43.76264 1.61189653
#> 345 42.33899 2.70784412
#> 346 53.07528 NA
#> 347 52.38591 1.32147398
#> 348 56.24408 0.63775221
#> 349 41.96154 1.40808937
#> 350 52.63469 2.06933074
#> 351 46.91453 0.69748315
#> 352 41.82650 0.02449097
#> 353 34.57765 2.18210506
#> 354 49.24336 NA
#> 355 50.62509 3.00473827
#> 356 36.39622 2.78111009
#> 357 63.17062 1.59919462
#> 358 47.93190 1.77783228
#> 359 46.06207 NA
#> 360 46.71404 2.41690217
#> 361 58.28479 1.12184852
#> 362 51.21989 NA
#> 363 48.53650 NA
#> 364 67.63160 0.36073754
#> 365 44.72082 NA
#> 366 38.74315 1.40597815
#> 367 54.20871 NA
#> 368 46.32283 1.45897981
#> 369 46.44616 NA
#> 370 43.57491 NA
#> 371 44.99828 NA
#> 372 49.95344 1.12469357
#> 373 49.06921 1.50493651
#> 374 41.65660 2.15150190
#> 375 49.45618 1.21539605
#> 376 52.29975 1.17193020
#> 377 47.68321 1.81010228
#> 378 42.69919 0.97365858
#> 379 43.77111 2.01601145
#> 380 59.48112 0.85933869
#> 381 53.06860 0.52768137
#> 382 49.54044 0.86921401
#> 383 50.78905 1.05154841
#> 384 53.31031 0.21157162
#> 385 46.71683 1.93209032
#> 386 48.77700 2.11895200
#> 387 48.44086 NA
#> 388 54.56475 2.00865564
#> 389 52.58924 1.70616661
#> 390 67.70272 0.86421012
#> 391 58.77545 1.20547011
#> 392 31.34640 1.20768081
#> 393 46.87849 2.68745905
#> 394 55.97085 0.33691441
#> 395 40.22654 1.87098740
#> 396 45.99534 NA
#> 397 49.08847 1.89610111
#> 398 55.78524 0.68365830
#> 399 43.45506 NA
#> 400 38.88606 3.63411221
#> 401 55.28357 0.99785244
#> 402 38.36898 2.38304022
#> 403 46.70743 0.97340104
#> 404 33.26948 1.91262354
#> 405 60.26151 1.56799419
#> 406 36.98436 1.70916477
#> 407 63.86240 1.65033835
#> 408 50.83135 2.50817306
#> 409 59.58898 2.30276610
#> 410 49.23351 0.13612011
#> 411 47.05065 1.03431233
#> 412 54.02667 1.23246388
#> 413 47.38327 1.26388415
#> 414 44.59240 NA
#> 415 49.10937 1.05465068
#> 416 44.61282 0.93134961
#> 417 49.71206 1.40926677
#> 418 51.04030 NA
#> 419 58.38683 0.92863178
#> 420 44.73202 NA
#> 421 51.07618 NA
#> 422 43.57856 0.85566717
#> 423 44.85643 2.06612937
#> 424 39.33796 1.96467203
#> 425 43.81946 2.17888990
#> 426 46.15998 1.29517451
#> 427 51.98132 NA
#> 428 47.90609 0.05577463
#> 429 56.32246 2.19085143
#> 430 45.29087 2.06822381
#> 431 47.07745 2.48115423
#> 432 38.87890 NA
#> 433 36.89686 2.11239540
#> 434 48.39889 NA
#> 435 52.68195 2.76156112
#> 436 42.77860 2.60124026
#> 437 52.37044 NA
#> 438 44.08849 1.48471725
#> 439 62.61671 0.95505269
#> 440 47.83460 1.83030720
#> 441 43.46531 1.81329299
#> 442 49.42435 2.72426077
#> 443 47.59289 3.44518099
#> 444 41.27675 2.48591746
#> 445 45.94558 1.97831540
#> 446 49.95111 1.75647594
#> 447 48.55513 1.32949439
#> 448 50.74122 1.62067730
#> 449 51.74677 1.06288606
#> 450 43.66985 2.22135727
#> 451 51.94793 2.83267113
#> 452 44.67551 1.49704696
#> 453 49.44404 2.95256259
#> 454 58.24824 0.45360631
#> 455 44.88963 NA
#> 456 51.57083 1.61303493
#> 457 45.03525 NA
#> 458 41.06265 0.89041572
#> 459 46.49441 0.68575921
#> 460 49.76706 2.27501519
#> 461 43.07484 2.30774666
#> 462 55.45819 0.82647034
#> 463 52.91159 NA
#> 464 56.07139 1.03114529
#> 465 59.79022 2.23642571
#> 466 40.57815 1.51708863
#> 467 54.90599 0.68432299
#> 468 36.11195 1.24287362
#> 469 50.47391 1.18549258
#> 470 62.07730 2.05230322
#> 471 57.55032 0.86727232
#> 472 44.19671 1.61522352
#> 473 41.30192 NA
#> 474 64.93741 0.52690997
#> 475 41.05547 1.65184655
#> 476 46.95241 1.57830963
#> 477 41.13643 1.97554471
#> 478 58.63412 NA
#> 479 50.58290 1.18088034
#> 480 42.42668 0.18326179
#> 481 44.89244 1.57496535
#> 482 53.53092 2.74362886
#> 483 42.48517 1.98997068
#> 484 45.55689 2.92712805
#> 485 48.67427 NA
#> 486 28.88816 2.57853311
#> 487 34.66124 2.37586020
#> 488 38.05705 NA
#> 489 54.58033 2.45744433
#> 490 42.33191 1.99922760
#> 491 57.07167 NA
#> 492 48.09869 1.34489926
#> 493 56.45686 0.31458068
#> 494 63.42326 2.47051154
#> 495 54.47569 0.52469856
#> 496 38.85056 2.82973657
#> 497 52.44914 NA
#> 498 59.19094 1.02108456
#> 499 48.35915 2.05291025
#> 500 50.45488 1.57927766
#> 501 40.68935 1.95350148
#> 502 47.66872 0.44844854
#> 503 44.39102 0.98665783
#> 504 45.32018 NA
#> 505 46.85055 0.02570602
#> 506 51.00500 1.45708126
#> 507 54.93881 0.82435380
#> 508 42.35981 2.49200128
#> 509 55.50558 0.63745183
#> 510 53.51010 1.11462376
#> 511 43.65943 0.97290506
#> 512 54.26770 1.41764304
#> 513 49.40051 2.65212789
#> 514 47.97558 1.91222112
#> 515 42.37511 1.04296648
#> 516 31.01098 NA
#> 517 44.80225 2.44475024
#> 518 53.76296 0.07938128
#> 519 52.13193 1.56738158
#> 520 44.83448 1.54202140
#> 521 44.45425 2.20452654
#> 522 40.01467 3.03774152
#> 523 48.76920 2.17575958
#> 524 62.05945 1.86458722
#> 525 49.08337 1.54666024
#> 526 39.31273 1.68604517
#> 527 57.20633 NA
#> 528 57.49446 2.26499416
#> 529 58.88923 1.02180388
#> 530 55.72963 2.18682569
#> 531 51.72103 2.79356214
#> 532 55.56633 2.36680073
#> 533 53.36697 2.85626958
#> 534 45.67030 NA
#> 535 43.32441 NA
#> 536 40.77006 2.94372946
#> 537 60.18020 NA
#> 538 37.17801 2.84797607
#> 539 36.24714 1.93505888
#> 540 61.31785 1.19251342
#> 541 50.43067 2.88240406
#> 542 60.74981 2.36924724
#> 543 47.61484 2.95931857
#> 544 57.10280 1.98012793
#> 545 59.94559 3.15003161
#> 546 52.36156 1.36877904
#> 547 57.67561 0.97917455
#> 548 46.93713 1.53306809
#> 549 67.20931 1.76486230
#> 550 41.62608 NA
#> 551 42.89655 2.38625416
#> 552 41.29261 1.50442415
#> 553 49.70180 1.33087584
#> 554 50.77572 1.52849380
#> 555 56.74971 0.67951422
#> 556 39.16889 1.96181317
#> 557 57.17905 1.63636775
#> 558 43.97529 2.22498588
#> 559 43.94221 1.60497665
#> 560 46.51777 2.03813490
#> 561 46.26710 1.51546226
#> 562 49.80742 3.01527447
#> 563 59.58219 1.34055165
#> 564 50.94269 NA
#> 565 37.41457 0.90436777
#> 566 46.35459 1.52494455
#> 567 55.61201 0.86767569
#> 568 48.22518 4.01683876
#> 569 43.62418 1.72666081
#> 570 53.02557 4.10941931
#> 571 54.95450 1.75320507
#> 572 52.22768 1.73383503
#> 573 37.29954 2.05655661
#> 574 54.30419 0.97301121
#> 575 47.88682 0.80222168
#> 576 61.36084 1.60815313
#> 577 54.03003 2.19991423
#> 578 48.07674 2.05761746
#> 579 60.48953 1.10967569
#> 580 38.10106 NA
#> 581 53.49433 1.47539761
#> 582 45.53989 0.84266158
#> 583 48.28200 1.18814402
#> 584 47.72016 0.82818306
#> 585 69.05091 1.49092935
#> 586 50.47366 1.01667028
#> 587 53.92793 0.77093276
#> 588 43.12728 1.50058763
#> 589 56.00357 2.59330219
#> 590 52.44459 1.11104097
#> 591 57.77533 NA
#> 592 56.66631 2.88202537
#> 593 46.53708 1.01582634
#> 594 64.86953 0.47162871
#> 595 62.95669 2.33736623
#> 596 42.55085 2.10322614
#> 597 43.55563 2.25312130
#> 598 43.25483 3.30078413
#> 599 50.13065 1.79118263
#> 600 48.51343 0.81521849
#> 601 55.62521 2.13974750
#> 602 52.64536 1.79727852
#> 603 53.20326 1.99138726
#> 604 53.22384 3.09366485
#> 605 46.31887 1.44669462
#> 606 37.29152 1.78292099
#> 607 51.95777 NA
#> 608 47.40738 NA
#> 609 50.46989 1.90958653
#> 610 50.74865 1.46936062
#> 611 54.23660 2.39539515
#> 612 54.54468 0.42324274
#> 613 48.80502 1.07739512
#> 614 64.22211 1.03850788
#> 615 50.14329 1.46141425
#> 616 39.53011 NA
#> 617 49.07993 0.94549365
#> 618 32.42078 0.70416658
#> 619 51.35052 1.62128250
#> 620 51.91532 NA
#> 621 54.43553 0.76072237
#> 622 46.69205 1.31154580
#> 623 49.15857 0.13856209
#> 624 58.61473 0.93150095
#> 625 49.45719 0.69080424
#> 626 43.37329 NA
#> 627 59.57949 2.14075192
#> 628 47.36080 1.01702153
#> 629 48.38646 NA
#> 630 41.03825 3.19479724
#> 631 48.82232 2.52598919
#> 632 49.49272 2.51286819
#> 633 48.84968 1.51316211
#> 634 48.70152 NA
#> 635 56.80069 1.67496184
#> 636 43.43766 1.62310930
#> 637 56.21564 NA
#> 638 53.10429 1.24454980
#> 639 55.78075 2.58872647
#> 640 55.77883 1.32012901
#> 641 40.67525 2.20539552
#> 642 56.55131 1.30694073
#> 643 47.38730 2.25966394
#> 644 53.40726 1.47951482
#> 645 53.41058 3.27755809
#> 646 31.66225 2.52198778
#> 647 52.33804 1.37006038
#> 648 45.32376 NA
#> 649 34.19603 1.73584902
#> 650 46.71051 1.96812431
#> 651 49.23000 1.49174622
#> 652 47.08926 2.23938106
#> 653 54.72403 NA
#> 654 44.45343 1.94873940
#> 655 44.34510 2.97201410
#> 656 41.64139 2.46024423
#> 657 67.61052 1.46706681
#> 658 51.33569 1.17499431
#> 659 38.53252 3.27888161
#> 660 57.60312 NA
#> 661 48.21985 1.75662952
#> 662 47.70862 1.10790231
#> 663 44.28848 1.27460047
#> 664 47.08151 1.94170310
#> 665 44.05911 2.31713647
#> 666 32.19634 NA
#> 667 65.27219 0.75183253
#> 668 45.16888 2.29672635
#> 669 31.64196 2.13342012
#> 670 38.48050 NA
#> 671 57.15667 3.01311608
#> 672 36.97942 1.88429330
#> 673 38.93111 1.83296853
#> 674 56.50293 3.03875789
#> 675 36.90316 2.62631809
#> 676 60.39707 2.09609471
#> 677 53.78710 NA
#> 678 58.80794 0.66626294
#> 679 42.58607 NA
#> 680 51.81731 1.64451877
#> 681 42.57285 2.42946660
#> 682 59.73319 2.24762335
#> 683 45.48028 2.53062858
#> 684 58.65006 2.21350658
#> 685 65.18155 1.37940559
#> 686 31.40195 3.22848570
#> 687 45.70481 1.56061578
#> 688 43.08841 1.20980338
#> 689 55.04365 1.61760010
#> 690 39.68348 1.64074530
#> 691 55.48458 NA
#> 692 40.04134 3.27966636
#> 693 60.15500 1.15266380
#> 694 45.30839 3.27311912
#> 695 48.94916 1.98756482
#> 696 67.47621 0.34348842
#> 697 52.68544 3.15979890
#> 698 41.96662 1.19996978
#> 699 40.67880 1.30162339
#> 700 44.94585 1.07752938
#> 701 47.12154 1.86069885
#> 702 43.64972 NA
#> 703 45.34421 1.75045570
#> 704 58.70417 0.37035699
#> 705 47.30970 3.13551885
#> 706 37.98094 2.74961533
#> 707 38.39670 0.74769240
#> 708 48.08939 2.43521999
#> 709 42.74625 2.23786519
#> 710 38.74729 3.48137025
#> 711 49.93434 NA
#> 712 58.77110 NA
#> 713 34.02575 1.37671572
#> 714 50.53054 NA
#> 715 39.36351 0.99859648
#> 716 38.22525 1.93717033
#> 717 39.20733 1.96378181
#> 718 50.75884 2.08266756
#> 719 34.69061 2.76346276
#> 720 36.03542 1.83342404
#> 721 43.44007 3.23066329
#> 722 35.86920 2.67167240
#> 723 47.09713 0.90904597
#> 724 54.71425 2.01150190
#> 725 49.53317 0.77688687
#> 726 55.43391 2.97372282
#> 727 55.12556 1.47320775
#> 728 44.81196 1.21311308
#> 729 46.24518 1.01311115
#> 730 49.99736 1.70484704
#> 731 48.65631 1.95868819
#> 732 51.54502 1.32066035
#> 733 49.45776 2.52535860
#> 734 45.18515 NA
#> 735 40.36887 NA
#> 736 53.85807 3.34317222
#> 737 53.20692 0.18165758
#> 738 45.22070 1.58441128
#> 739 54.28948 1.71802527
#> 740 51.11116 0.61877501
#> 741 43.12987 2.64794373
#> 742 48.67033 2.64662252
#> 743 43.33855 3.48547545
#> 744 53.76265 1.52369157
#> 745 46.11730 NA
#> 746 48.48553 1.73741871
#> 747 54.02052 1.82469517
#> 748 34.90244 2.94769719
#> 749 52.40931 1.05128622
#> 750 41.90171 0.64803979
# extract first imputed data set (returned as mitml.list)
mitmlComplete(imp, print = 1, force.list = TRUE)
#> [[1]]
#> ID ReadDis SES FedState Sex MathAchiev MathDis ReadAchiev
#> 1 2001 1.3782640 93.0000000 B Boy 657.6592 NA 584.1848
#> 2 2001 3.5808339 65.2870899 B Girl 503.4589 2.7624764 401.2042
#> 3 2001 2.2202391 42.0000000 B Boy 516.6611 2.6820857 461.0339
#> 4 2001 2.7807380 44.0000000 B Girl 454.6908 2.6892077 397.0767
#> 5 2001 4.4090235 64.1279656 B Girl 565.5090 NA 488.4138
#> 6 2001 2.7694260 71.0000000 B Boy 595.8878 NA 454.7897
#> 7 2001 1.4051654 57.0000000 B Girl 414.1705 NA 313.0809
#> 8 2001 2.3333599 32.0569264 B Girl 573.1110 NA 425.9075
#> 9 2001 2.5715068 61.0000000 B Girl 664.9363 3.5020794 602.4425
#> 10 2001 2.7891355 69.0743005 B Girl NA NA 394.3014
#> 11 2001 2.8348735 73.0000000 B Boy 635.0616 NA 475.0099
#> 12 2001 2.2386114 42.0000000 B Boy NA 2.3725258 593.4917
#> 13 2001 2.3357395 65.0000000 B Boy NA 2.2516842 520.9603
#> 14 2001 2.3753345 83.1813630 B Girl 543.0577 NA 511.1804
#> 15 2001 2.0154270 66.9172330 B Boy 397.2654 2.0464691 463.0607
#> 16 2002 3.3996792 27.0000000 B Girl 448.1669 1.9823430 414.5592
#> 17 2002 4.4007990 50.0000000 B Girl NA NA 478.7242
#> 18 2002 4.2804579 18.1787363 B Boy 416.2586 NA 429.5144
#> 19 2002 3.5781316 21.0000000 B Boy NA NA 491.2927
#> 20 2002 3.8165114 26.0000000 B Boy 640.4623 NA 491.1874
#> 21 2002 3.6801544 44.0000000 B Girl 599.3344 3.0019934 523.0572
#> 22 2002 3.4813231 49.8020340 B Boy 482.3188 NA 395.8608
#> 23 2002 3.8160095 48.0000000 B Girl 512.0667 NA 487.7022
#> 24 2002 3.7059597 37.0000000 B Boy 611.1419 NA 514.6903
#> 25 2002 3.4476357 19.0000000 B Boy 427.4251 NA 465.1159
#> 26 2002 4.1414884 25.0415309 B Girl 562.9828 3.5630918 466.5305
#> 27 2002 3.8495487 18.7216155 B Boy 440.7522 4.0346203 463.3637
#> 28 2002 4.2119674 30.0000000 B Boy 405.4723 NA 263.1956
#> 29 2002 3.8637999 45.0000000 B Boy 282.1802 NA 264.6589
#> 30 2002 2.6147685 50.3868979 B Girl 723.4840 2.3010656 486.4044
#> 31 2003 2.1294999 49.0000000 B Girl 474.7619 NA 513.2351
#> 32 2003 2.5448356 44.0000000 B Boy 500.4721 3.0214663 422.8298
#> 33 2003 1.6189358 42.0580248 B Girl 449.8738 NA 476.9300
#> 34 2003 2.3614700 51.7095093 B Girl 519.5829 NA 474.5220
#> 35 2003 2.8494311 45.0000000 B Girl 468.2464 NA 251.0106
#> 36 2003 2.8476839 16.0000000 B Girl 476.7796 NA 439.0582
#> 37 2003 2.9897723 80.0000000 B Girl 495.8300 NA 526.5440
#> 38 2003 3.2624015 43.0000000 B Girl 490.1441 3.5098573 415.4184
#> 39 2003 3.4023119 55.0000000 B Girl NA 1.9652651 433.6016
#> 40 2003 2.2273705 42.0000000 B Girl 537.9373 2.8328098 363.4819
#> 41 2003 2.7284977 20.4328986 B Boy 398.1356 NA 443.0035
#> 42 2003 2.7177334 15.3049481 B Boy NA NA 334.6031
#> 43 2003 1.8337524 51.4827701 B Girl 532.9716 1.8943021 634.4727
#> 44 2003 3.8581934 10.5063035 B Boy 486.9566 NA 405.2660
#> 45 2003 2.7351127 14.0000000 B Girl 369.6989 NA 325.0733
#> 46 2004 3.2717812 55.9221224 B Girl NA NA 483.0040
#> 47 2004 2.7732887 88.8730915 B Boy 668.5826 2.8644911 523.6973
#> 48 2004 3.7199119 43.0000000 B Girl 613.3472 NA 499.6697
#> 49 2004 3.4111311 62.0215930 B Girl NA NA 416.4318
#> 50 2004 2.5416931 66.0000000 B Girl 526.8928 NA 455.7281
#> 51 2004 2.8761332 72.7352792 B Girl 553.2262 NA 514.1210
#> 52 2004 1.3909093 55.0000000 B Boy 551.6783 1.7061144 533.7558
#> 53 2004 2.4752220 51.9090995 B Boy 540.5931 2.7934743 540.8695
#> 54 2004 4.8085797 32.0000000 B Girl NA NA 381.7510
#> 55 2004 2.4029685 65.1484628 B Boy 683.9091 2.3709193 572.4476
#> 56 2004 3.4419472 25.0000000 B Girl NA NA 418.8071
#> 57 2004 3.4624867 39.6710839 B Girl 302.8980 NA 503.4152
#> 58 2004 2.0907805 82.0000000 B Boy 587.1506 1.9564459 501.1665
#> 59 2004 3.2600253 55.0000000 B Girl 537.1214 3.2771851 559.2271
#> 60 2004 2.2422791 58.9260400 B Boy 482.8522 NA 543.4598
#> 61 2005 3.0770739 35.0000000 B Boy 484.4360 NA 450.9395
#> 62 2005 2.1856005 37.0000000 B Boy 347.2400 NA 386.3451
#> 63 2005 3.1378853 71.0000000 B Girl 511.6636 NA 539.7534
#> 64 2005 1.4450494 34.0000000 B Girl 511.7715 0.9883781 556.8172
#> 65 2005 2.6446402 76.0341026 B Girl 479.0743 NA 718.3623
#> 66 2005 3.6964485 67.0000000 B Boy 563.0951 NA 501.8262
#> 67 2005 3.3399734 30.1747929 B Girl 494.0739 1.6934606 512.3688
#> 68 2005 2.3418269 44.0000000 B Boy NA NA 537.2716
#> 69 2005 2.3624518 21.8112293 B Girl NA NA 686.8962
#> 70 2005 1.7883767 36.0854267 B Girl 546.0527 2.7475648 517.0118
#> 71 2005 2.4886793 43.6316498 B Boy 492.5624 2.0500636 615.3231
#> 72 2005 1.0634608 58.0000000 B Girl 600.1323 0.6019438 755.7048
#> 73 2005 2.1981992 59.0000000 B Boy 460.9448 NA 596.7737
#> 74 2005 2.0501875 51.0000000 B Girl 546.6120 2.5554637 572.5908
#> 75 2005 2.1880467 24.6838599 B Girl 581.5815 1.5893772 527.6175
#> 76 2006 0.7916912 29.0000000 B Girl 375.4418 2.5276585 434.5180
#> 77 2006 1.0281689 76.0000000 B Girl NA 2.0974677 560.4977
#> 78 2006 1.7329561 82.0000000 B Girl 589.4479 NA 610.4958
#> 79 2006 1.4394434 58.0000000 B Girl 637.1021 2.9030669 634.6021
#> 80 2006 1.7215247 43.0000000 B Girl NA 2.3834890 587.1073
#> 81 2006 2.6460954 40.0000000 B Girl 373.8662 NA 434.9804
#> 82 2006 2.2551748 88.0000000 B Girl NA NA 514.1151
#> 83 2006 2.4624009 58.0000000 B Boy NA NA 497.3301
#> 84 2006 2.1567327 56.0000000 B Boy 471.4333 NA 359.4885
#> 85 2006 2.6023368 66.0000000 B Girl 590.4219 NA 565.4026
#> 86 2006 1.5697321 65.2707516 B Boy 626.8431 NA 584.1209
#> 87 2006 2.0667150 63.4685291 B Girl 490.9662 NA 558.2257
#> 88 2006 0.9978086 101.8081362 B Boy 437.3676 2.4058730 566.8183
#> 89 2006 1.5552500 54.6626894 B Boy 392.1131 NA 431.9765
#> 90 2006 1.0186923 87.0000000 B Boy 705.6872 NA 642.7890
#> 91 2007 2.1093969 40.0000000 B Boy 542.2765 NA 584.1110
#> 92 2007 3.4421405 24.0000000 B Boy 586.8636 NA 478.9899
#> 93 2007 1.7944217 44.6569858 B Girl 512.0861 1.8468309 555.2857
#> 94 2007 1.8366425 75.4670760 B Girl 613.4259 1.9603722 559.1174
#> 95 2007 2.7976148 51.0000000 B Boy 517.4156 NA 510.5121
#> 96 2007 1.7748924 31.7874250 B Boy 537.0530 NA 694.9817
#> 97 2007 2.0904092 38.1360695 B Boy 522.7125 2.2668279 456.8656
#> 98 2007 3.2526392 27.0000000 B Girl 526.9362 NA 553.1380
#> 99 2007 2.2003739 -9.0000000 B Boy 399.6303 NA 467.5919
#> 100 2007 2.5178238 27.1083589 B Girl 708.0032 1.6633233 463.8568
#> 101 2007 1.7048537 42.0000000 B Boy 490.0586 NA 581.6712
#> 102 2007 2.7318363 34.0000000 B Girl NA NA 444.4867
#> 103 2007 1.8425331 33.5797604 B Boy 623.2413 2.2484061 609.6243
#> 104 2007 2.5542518 45.7135106 B Boy 563.8276 NA 609.1833
#> 105 2007 2.2292562 51.3797868 B Girl 328.0511 NA 386.9074
#> 106 2008 1.9600889 79.0000000 B Girl 641.1922 2.4015388 578.7706
#> 107 2008 2.2955590 67.0384117 B Boy NA 2.7927474 474.5369
#> 108 2008 2.4427157 48.7042697 B Boy 428.9222 NA 549.9403
#> 109 2008 1.6479081 37.0000000 B Boy 341.4029 3.9147509 573.2746
#> 110 2008 2.4224167 46.0000000 B Girl NA NA 504.8603
#> 111 2008 2.8277852 44.0000000 B Boy 468.1973 NA 444.8460
#> 112 2008 1.9459427 33.0000000 B Boy 469.8814 NA 550.4823
#> 113 2008 2.0365673 25.3199892 B Girl 462.4035 NA 390.5818
#> 114 2008 2.0670048 24.6480450 B Girl NA NA 481.3537
#> 115 2008 2.0762373 22.0000000 B Boy 609.2978 NA 565.6381
#> 116 2008 0.9010711 71.0906823 B Girl 498.3956 0.5874250 726.3183
#> 117 2008 2.2697377 43.6219694 B Boy 448.7307 NA 386.9103
#> 118 2008 2.4090603 50.0000000 B Boy 507.0818 1.9822085 627.7834
#> 119 2008 2.8993836 48.9749867 B Girl 576.7385 NA 533.5656
#> 120 2008 2.0648464 50.0000000 B Boy 487.3037 NA 464.2329
#> 121 2009 2.0669389 73.0000000 B Girl NA NA 512.7534
#> 122 2009 1.3362020 56.0000000 B Girl 478.1576 1.9521731 586.8303
#> 123 2009 2.8605545 21.5695386 B Boy NA NA 523.1517
#> 124 2009 3.2316013 39.0000000 B Girl 545.0301 NA 559.3870
#> 125 2009 2.1915153 56.0000000 B Girl 442.3636 1.8128279 573.3080
#> 126 2009 2.7694056 46.0000000 B Girl 431.9584 3.1318712 563.3265
#> 127 2009 2.3159705 57.2239583 B Girl 428.9995 NA 449.5949
#> 128 2009 3.2689639 60.0000000 B Girl 598.1108 NA 543.5258
#> 129 2009 2.6749050 53.0000000 B Boy 543.1527 NA 560.2386
#> 130 2009 2.0899445 29.0000000 B Boy 464.3863 NA 455.6702
#> 131 2009 1.9648008 45.6549039 B Girl 482.9816 NA 379.0153
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#> 719 1023 3.0719162 59.0000000 SH Boy 355.7736 NA 403.9303
#> 720 1023 3.8808596 19.1926258 SH Girl 273.2362 3.0744330 362.9449
#> 721 1024 2.4826846 43.1655186 SH Boy 473.9666 NA 444.5708
#> 722 1024 3.6331063 55.8231807 SH Boy 294.5778 NA 521.6501
#> 723 1024 1.9465681 48.4227297 SH Girl 476.1825 NA 584.4616
#> 724 1024 2.7312525 56.0000000 SH Girl 502.0737 NA 458.4149
#> 725 1024 2.0267836 70.0000000 SH Boy 597.6780 1.7571637 683.6791
#> 726 1024 3.4362563 41.6958381 SH Boy 473.7670 NA 459.6953
#> 727 1024 2.2711540 21.7152253 SH Boy 508.3143 NA 503.2668
#> 728 1024 3.1468013 51.4493502 SH Girl 639.0155 2.3412316 628.7690
#> 729 1024 2.4740201 32.8296796 SH Boy 530.9969 NA 452.0434
#> 730 1024 3.0247622 46.1046312 SH Boy 511.0005 3.0280786 402.0017
#> 731 1024 2.2611657 58.0000000 SH Girl 472.7960 NA 469.7676
#> 732 1024 2.1752005 53.0000000 SH Girl 530.9404 NA 491.3070
#> 733 1024 2.4325548 58.8116451 SH Girl 466.2013 NA 452.9497
#> 734 1024 3.0470533 43.0000000 SH Girl NA 3.0010849 434.1169
#> 735 1024 2.7736773 54.0000000 SH Girl 483.5764 NA 661.8121
#> 736 1025 2.6838182 56.7866855 SH Boy 487.0204 1.3574273 514.3841
#> 737 1025 1.9842472 70.0000000 SH Girl 594.2876 NA 491.8275
#> 738 1025 2.3740130 36.0000000 SH Girl 540.9354 NA 440.2068
#> 739 1025 1.6193554 42.2934888 SH Girl 436.0193 NA 417.2798
#> 740 1025 2.8589176 49.0000000 SH Boy 440.8006 NA 476.4829
#> 741 1025 2.5186180 21.4470101 SH Boy 405.8512 1.6529102 471.9742
#> 742 1025 3.0626504 70.0770180 SH Girl 511.9248 2.2815527 494.9409
#> 743 1025 3.0618739 50.0000000 SH Boy 451.9471 2.5452844 328.9463
#> 744 1025 1.5418773 37.0000000 SH Boy 478.5156 NA 527.8562
#> 745 1025 2.4776427 55.0000000 SH Girl 442.2832 2.4844679 494.2067
#> 746 1025 2.2615925 33.4269191 SH Boy 548.0371 2.6480964 630.1110
#> 747 1025 0.9990323 42.1030407 SH Girl 589.5249 NA 613.1035
#> 748 1025 3.1338372 41.0000000 SH Boy 646.6643 2.7856840 422.1316
#> 749 1025 1.9852136 59.0000000 SH Girl 568.8137 0.8052410 465.0948
#> 750 1025 2.2269307 55.0000000 SH Boy 298.7237 NA 354.8964
#> CognAbility SchClimate
#> 1 61.75292 0.68985273
#> 2 49.21429 NA
#> 3 52.28463 2.29440231
#> 4 43.22988 NA
#> 5 60.93126 2.00940996
#> 6 52.26145 1.45674056
#> 7 43.03315 2.56978247
#> 8 51.58635 NA
#> 9 52.33561 1.12621246
#> 10 36.93415 NA
#> 11 56.60623 0.39538500
#> 12 51.03553 0.74524267
#> 13 44.63577 NA
#> 14 59.17804 NA
#> 15 37.54569 NA
#> 16 43.99284 NA
#> 17 46.98540 2.37231244
#> 18 33.79546 0.61180300
#> 19 51.64818 2.02943476
#> 20 51.32885 NA
#> 21 44.18259 2.41476941
#> 22 44.57170 1.66086595
#> 23 52.95133 NA
#> 24 50.94319 1.77347489
#> 25 46.28544 3.31398155
#> 26 47.70839 2.82401635
#> 27 39.70263 2.60463039
#> 28 31.92245 NA
#> 29 45.61546 3.03173290
#> 30 43.69108 1.75594182
#> 31 47.62784 1.50061872
#> 32 49.94755 2.47232358
#> 33 52.84001 1.04668178
#> 34 49.50526 NA
#> 35 47.90221 1.21674289
#> 36 55.40291 1.11936950
#> 37 42.05349 2.86431581
#> 38 37.08869 2.29038040
#> 39 51.30699 1.63452855
#> 40 44.17106 2.18537756
#> 41 46.79823 NA
#> 42 37.93870 1.79468405
#> 43 55.77147 0.65355424
#> 44 59.47999 2.00849879
#> 45 48.94856 1.47374146
#> 46 55.24906 2.42450050
#> 47 62.99169 0.34907559
#> 48 51.22075 1.66426280
#> 49 39.89376 1.14576466
#> 50 44.67919 3.05649247
#> 51 51.17925 2.98420771
#> 52 43.10195 1.19007876
#> 53 48.31382 1.88337363
#> 54 48.61489 1.02102629
#> 55 64.39437 0.90020354
#> 56 42.71936 2.67335431
#> 57 44.59671 1.24935803
#> 58 47.54230 1.99613767
#> 59 55.95257 0.95882777
#> 60 39.90653 1.93902973
#> 61 51.19564 0.91754717
#> 62 42.36472 NA
#> 63 47.03644 2.19105095
#> 64 55.92146 2.08468316
#> 65 49.47418 NA
#> 66 43.27989 2.53908201
#> 67 46.71230 NA
#> 68 49.08138 2.28537218
#> 69 52.41982 NA
#> 70 49.03726 NA
#> 71 53.02864 1.71259783
#> 72 50.41845 0.70621172
#> 73 46.14307 1.10874194
#> 74 47.09855 0.72255658
#> 75 45.94551 0.49881356
#> 76 52.97685 NA
#> 77 58.74825 0.28540077
#> 78 59.49572 1.75566381
#> 79 59.74319 1.44747731
#> 80 54.93154 0.95224017
#> 81 40.46022 2.58265595
#> 82 49.79280 NA
#> 83 48.29412 0.73919459
#> 84 55.81966 2.51074317
#> 85 55.97625 1.01585592
#> 86 67.36089 NA
#> 87 61.15367 1.06469831
#> 88 49.95994 1.06492777
#> 89 48.13837 1.06866087
#> 90 63.94315 0.14332145
#> 91 59.41856 1.49548514
#> 92 49.29538 1.38450784
#> 93 46.31159 0.70462583
#> 94 44.23791 NA
#> 95 46.35556 2.22371646
#> 96 46.13109 1.12384550
#> 97 43.86919 0.81592931
#> 98 45.41659 1.76716192
#> 99 33.55162 2.54611929
#> 100 56.90403 0.77285078
#> 101 54.27729 0.98833459
#> 102 47.67443 1.55870008
#> 103 44.64760 2.61783186
#> 104 49.86686 1.69131158
#> 105 35.58971 2.51312199
#> 106 49.92596 1.42286399
#> 107 54.10483 2.30903954
#> 108 54.10191 3.24051388
#> 109 44.20436 2.49141893
#> 110 54.52193 1.44370769
#> 111 55.19782 1.82791788
#> 112 51.47368 NA
#> 113 39.73671 NA
#> 114 41.85986 1.39382101
#> 115 69.61245 NA
#> 116 65.83450 0.05369448
#> 117 41.04012 3.40438213
#> 118 46.88926 1.22977466
#> 119 57.36908 1.13169166
#> 120 48.86076 1.18736216
#> 121 55.35296 1.59927330
#> 122 34.46925 2.33636775
#> 123 58.75404 NA
#> 124 46.24957 2.22872049
#> 125 52.68171 1.30009669
#> 126 50.24901 2.68527838
#> 127 47.55559 2.06761819
#> 128 48.56763 3.52024583
#> 129 58.16918 1.26701890
#> 130 54.29191 1.67481443
#> 131 43.13663 2.35312764
#> 132 48.98710 2.69971592
#> 133 30.65481 NA
#> 134 38.66455 1.69398222
#> 135 54.81429 NA
#> 136 53.75867 NA
#> 137 42.58492 1.17288756
#> 138 41.76147 1.82236776
#> 139 48.26423 NA
#> 140 58.53032 0.23362536
#> 141 56.42771 1.25466128
#> 142 47.48680 1.63158824
#> 143 49.65895 NA
#> 144 56.88795 1.37973452
#> 145 54.09836 0.06148502
#> 146 59.04799 1.24653358
#> 147 50.25611 NA
#> 148 39.89143 2.74435664
#> 149 43.79439 2.02678240
#> 150 49.98564 NA
#> 151 50.02337 1.53486105
#> 152 45.96076 1.21205937
#> 153 47.33028 1.71794359
#> 154 71.28925 0.74557885
#> 155 50.88028 1.04003491
#> 156 52.11439 NA
#> 157 58.38630 1.51230103
#> 158 39.19333 NA
#> 159 37.34282 2.47569845
#> 160 52.51242 NA
#> 161 54.36307 NA
#> 162 55.22976 1.50396813
#> 163 46.71494 NA
#> 164 45.56869 NA
#> 165 51.39534 1.44381833
#> 166 46.26493 2.16576889
#> 167 39.13682 1.45210441
#> 168 50.73844 1.36846670
#> 169 57.25830 1.55082179
#> 170 54.60662 NA
#> 171 44.14960 NA
#> 172 37.87674 NA
#> 173 49.76751 NA
#> 174 61.71291 NA
#> 175 60.05634 NA
#> 176 48.03481 NA
#> 177 46.71992 2.08090930
#> 178 69.50042 1.07739784
#> 179 51.51742 1.44928151
#> 180 45.83863 1.46668928
#> 181 55.09074 2.15602748
#> 182 43.79073 2.09076414
#> 183 49.60907 3.00371834
#> 184 50.03273 1.42554414
#> 185 49.22591 0.89298463
#> 186 44.10854 NA
#> 187 47.28005 2.89726868
#> 188 41.47962 NA
#> 189 48.61896 0.97160177
#> 190 49.01898 1.30059648
#> 191 43.83802 3.33927103
#> 192 41.67879 1.83826082
#> 193 41.26717 NA
#> 194 52.91467 2.08353614
#> 195 38.43329 4.19315987
#> 196 45.80467 1.54636225
#> 197 48.85474 1.45280437
#> 198 44.73852 NA
#> 199 37.97948 1.27491220
#> 200 56.71479 2.48054439
#> 201 51.51230 1.39263284
#> 202 50.02230 2.16072426
#> 203 49.84566 0.96563379
#> 204 45.99887 1.76615702
#> 205 44.83893 1.81455619
#> 206 52.65608 1.83965445
#> 207 51.37159 1.64523227
#> 208 38.99838 1.31247509
#> 209 54.07093 1.61128264
#> 210 61.72655 1.64699324
#> 211 56.49807 0.79468169
#> 212 52.57411 0.52935874
#> 213 41.91981 2.48701934
#> 214 67.53394 NA
#> 215 53.91434 3.14330263
#> 216 54.35370 3.15375723
#> 217 38.88009 NA
#> 218 42.20862 2.58059625
#> 219 59.44628 1.97822277
#> 220 61.95784 NA
#> 221 41.41525 1.08684342
#> 222 53.31578 2.96277532
#> 223 45.27335 2.30093992
#> 224 52.65606 2.17834238
#> 225 42.86452 2.53790111
#> 226 43.79833 NA
#> 227 31.42518 1.52019131
#> 228 35.35883 1.60282386
#> 229 43.71876 1.39166734
#> 230 61.51781 1.28418964
#> 231 31.52180 NA
#> 232 46.77829 1.60361233
#> 233 54.70923 1.15553925
#> 234 45.89390 1.62615869
#> 235 41.36624 0.56493588
#> 236 45.36573 2.15257458
#> 237 48.41005 1.73147965
#> 238 42.48055 0.72004019
#> 239 60.42405 0.95165694
#> 240 39.67934 NA
#> 241 43.27173 1.89813637
#> 242 38.32494 1.85582581
#> 243 47.78031 2.32261751
#> 244 56.29025 NA
#> 245 57.36945 2.90272050
#> 246 34.01099 2.86627120
#> 247 43.57711 1.58236154
#> 248 43.63356 2.91970019
#> 249 58.90441 2.13023209
#> 250 43.67486 2.97584149
#> 251 48.44418 1.53396093
#> 252 52.76854 2.61930399
#> 253 41.96779 2.07586805
#> 254 52.60610 1.80491066
#> 255 44.26429 NA
#> 256 54.94901 1.94908281
#> 257 46.35863 2.10687608
#> 258 50.05244 1.15582675
#> 259 45.47990 1.13864432
#> 260 52.30600 2.35257300
#> 261 58.42421 1.92084683
#> 262 39.09549 1.41393875
#> 263 39.79168 NA
#> 264 44.53284 1.04697679
#> 265 43.34384 1.01717620
#> 266 53.11500 1.87695070
#> 267 57.38681 1.67299199
#> 268 50.46225 0.90975326
#> 269 33.68913 2.68636712
#> 270 45.58487 1.84945500
#> 271 56.14344 1.03392586
#> 272 46.33458 NA
#> 273 46.21165 NA
#> 274 41.88425 1.69231250
#> 275 46.01167 1.46360399
#> 276 49.91531 NA
#> 277 54.94972 2.39946983
#> 278 33.04023 1.28272068
#> 279 50.55802 1.64921133
#> 280 35.88377 1.64569667
#> 281 50.93176 2.24044212
#> 282 53.78409 1.62281217
#> 283 54.86135 1.78078544
#> 284 53.39089 1.37277731
#> 285 45.00594 NA
#> 286 36.52742 NA
#> 287 54.79957 0.88819163
#> 288 56.44000 1.87542987
#> 289 49.47176 NA
#> 290 40.72014 3.05700917
#> 291 51.23960 2.91117322
#> 292 61.44517 NA
#> 293 36.60574 1.23547156
#> 294 49.07167 NA
#> 295 51.22441 NA
#> 296 46.79174 NA
#> 297 44.14770 NA
#> 298 48.53741 3.47900935
#> 299 46.30321 NA
#> 300 53.94373 2.13190669
#> 301 43.83678 3.04034985
#> 302 57.05078 0.99617695
#> 303 49.76847 1.98484530
#> 304 41.04031 2.18889274
#> 305 49.95619 NA
#> 306 39.42904 1.73237863
#> 307 34.45912 2.26346641
#> 308 46.56891 1.62160769
#> 309 57.50571 1.35652608
#> 310 44.89961 1.83920059
#> 311 34.11059 0.89782093
#> 312 67.85582 2.42411117
#> 313 62.73674 1.72357606
#> 314 52.52655 2.22995572
#> 315 45.97028 2.76010075
#> 316 63.92077 NA
#> 317 42.60143 1.84915555
#> 318 38.16384 NA
#> 319 45.54144 2.14687247
#> 320 42.48981 1.17005444
#> 321 60.87516 1.09623692
#> 322 49.33988 1.05503368
#> 323 55.15134 0.56543925
#> 324 52.58878 0.74531145
#> 325 55.37395 0.86761958
#> 326 42.34463 1.40450451
#> 327 58.44611 2.07471857
#> 328 42.14741 1.44055639
#> 329 60.66343 0.96134051
#> 330 50.40522 2.45968681
#> 331 44.39663 2.19335489
#> 332 57.71674 1.49750116
#> 333 44.65115 1.53993215
#> 334 29.13736 NA
#> 335 46.90967 0.86424381
#> 336 54.56014 2.39879094
#> 337 55.29978 0.91980257
#> 338 52.43326 2.68988044
#> 339 40.48757 1.78640070
#> 340 49.85063 NA
#> 341 50.76692 NA
#> 342 45.80086 2.68997287
#> 343 58.93578 0.59987242
#> 344 43.76264 1.61189653
#> 345 42.33899 2.70784412
#> 346 53.07528 NA
#> 347 52.38591 1.32147398
#> 348 56.24408 0.63775221
#> 349 41.96154 1.40808937
#> 350 52.63469 2.06933074
#> 351 46.91453 0.69748315
#> 352 41.82650 0.02449097
#> 353 34.57765 2.18210506
#> 354 49.24336 NA
#> 355 50.62509 3.00473827
#> 356 36.39622 2.78111009
#> 357 63.17062 1.59919462
#> 358 47.93190 1.77783228
#> 359 46.06207 NA
#> 360 46.71404 2.41690217
#> 361 58.28479 1.12184852
#> 362 51.21989 NA
#> 363 48.53650 NA
#> 364 67.63160 0.36073754
#> 365 44.72082 NA
#> 366 38.74315 1.40597815
#> 367 54.20871 NA
#> 368 46.32283 1.45897981
#> 369 46.44616 NA
#> 370 43.57491 NA
#> 371 44.99828 NA
#> 372 49.95344 1.12469357
#> 373 49.06921 1.50493651
#> 374 41.65660 2.15150190
#> 375 49.45618 1.21539605
#> 376 52.29975 1.17193020
#> 377 47.68321 1.81010228
#> 378 42.69919 0.97365858
#> 379 43.77111 2.01601145
#> 380 59.48112 0.85933869
#> 381 53.06860 0.52768137
#> 382 49.54044 0.86921401
#> 383 50.78905 1.05154841
#> 384 53.31031 0.21157162
#> 385 46.71683 1.93209032
#> 386 48.77700 2.11895200
#> 387 48.44086 NA
#> 388 54.56475 2.00865564
#> 389 52.58924 1.70616661
#> 390 67.70272 0.86421012
#> 391 58.77545 1.20547011
#> 392 31.34640 1.20768081
#> 393 46.87849 2.68745905
#> 394 55.97085 0.33691441
#> 395 40.22654 1.87098740
#> 396 45.99534 NA
#> 397 49.08847 1.89610111
#> 398 55.78524 0.68365830
#> 399 43.45506 NA
#> 400 38.88606 3.63411221
#> 401 55.28357 0.99785244
#> 402 38.36898 2.38304022
#> 403 46.70743 0.97340104
#> 404 33.26948 1.91262354
#> 405 60.26151 1.56799419
#> 406 36.98436 1.70916477
#> 407 63.86240 1.65033835
#> 408 50.83135 2.50817306
#> 409 59.58898 2.30276610
#> 410 49.23351 0.13612011
#> 411 47.05065 1.03431233
#> 412 54.02667 1.23246388
#> 413 47.38327 1.26388415
#> 414 44.59240 NA
#> 415 49.10937 1.05465068
#> 416 44.61282 0.93134961
#> 417 49.71206 1.40926677
#> 418 51.04030 NA
#> 419 58.38683 0.92863178
#> 420 44.73202 NA
#> 421 51.07618 NA
#> 422 43.57856 0.85566717
#> 423 44.85643 2.06612937
#> 424 39.33796 1.96467203
#> 425 43.81946 2.17888990
#> 426 46.15998 1.29517451
#> 427 51.98132 NA
#> 428 47.90609 0.05577463
#> 429 56.32246 2.19085143
#> 430 45.29087 2.06822381
#> 431 47.07745 2.48115423
#> 432 38.87890 NA
#> 433 36.89686 2.11239540
#> 434 48.39889 NA
#> 435 52.68195 2.76156112
#> 436 42.77860 2.60124026
#> 437 52.37044 NA
#> 438 44.08849 1.48471725
#> 439 62.61671 0.95505269
#> 440 47.83460 1.83030720
#> 441 43.46531 1.81329299
#> 442 49.42435 2.72426077
#> 443 47.59289 3.44518099
#> 444 41.27675 2.48591746
#> 445 45.94558 1.97831540
#> 446 49.95111 1.75647594
#> 447 48.55513 1.32949439
#> 448 50.74122 1.62067730
#> 449 51.74677 1.06288606
#> 450 43.66985 2.22135727
#> 451 51.94793 2.83267113
#> 452 44.67551 1.49704696
#> 453 49.44404 2.95256259
#> 454 58.24824 0.45360631
#> 455 44.88963 NA
#> 456 51.57083 1.61303493
#> 457 45.03525 NA
#> 458 41.06265 0.89041572
#> 459 46.49441 0.68575921
#> 460 49.76706 2.27501519
#> 461 43.07484 2.30774666
#> 462 55.45819 0.82647034
#> 463 52.91159 NA
#> 464 56.07139 1.03114529
#> 465 59.79022 2.23642571
#> 466 40.57815 1.51708863
#> 467 54.90599 0.68432299
#> 468 36.11195 1.24287362
#> 469 50.47391 1.18549258
#> 470 62.07730 2.05230322
#> 471 57.55032 0.86727232
#> 472 44.19671 1.61522352
#> 473 41.30192 NA
#> 474 64.93741 0.52690997
#> 475 41.05547 1.65184655
#> 476 46.95241 1.57830963
#> 477 41.13643 1.97554471
#> 478 58.63412 NA
#> 479 50.58290 1.18088034
#> 480 42.42668 0.18326179
#> 481 44.89244 1.57496535
#> 482 53.53092 2.74362886
#> 483 42.48517 1.98997068
#> 484 45.55689 2.92712805
#> 485 48.67427 NA
#> 486 28.88816 2.57853311
#> 487 34.66124 2.37586020
#> 488 38.05705 NA
#> 489 54.58033 2.45744433
#> 490 42.33191 1.99922760
#> 491 57.07167 NA
#> 492 48.09869 1.34489926
#> 493 56.45686 0.31458068
#> 494 63.42326 2.47051154
#> 495 54.47569 0.52469856
#> 496 38.85056 2.82973657
#> 497 52.44914 NA
#> 498 59.19094 1.02108456
#> 499 48.35915 2.05291025
#> 500 50.45488 1.57927766
#> 501 40.68935 1.95350148
#> 502 47.66872 0.44844854
#> 503 44.39102 0.98665783
#> 504 45.32018 NA
#> 505 46.85055 0.02570602
#> 506 51.00500 1.45708126
#> 507 54.93881 0.82435380
#> 508 42.35981 2.49200128
#> 509 55.50558 0.63745183
#> 510 53.51010 1.11462376
#> 511 43.65943 0.97290506
#> 512 54.26770 1.41764304
#> 513 49.40051 2.65212789
#> 514 47.97558 1.91222112
#> 515 42.37511 1.04296648
#> 516 31.01098 NA
#> 517 44.80225 2.44475024
#> 518 53.76296 0.07938128
#> 519 52.13193 1.56738158
#> 520 44.83448 1.54202140
#> 521 44.45425 2.20452654
#> 522 40.01467 3.03774152
#> 523 48.76920 2.17575958
#> 524 62.05945 1.86458722
#> 525 49.08337 1.54666024
#> 526 39.31273 1.68604517
#> 527 57.20633 NA
#> 528 57.49446 2.26499416
#> 529 58.88923 1.02180388
#> 530 55.72963 2.18682569
#> 531 51.72103 2.79356214
#> 532 55.56633 2.36680073
#> 533 53.36697 2.85626958
#> 534 45.67030 NA
#> 535 43.32441 NA
#> 536 40.77006 2.94372946
#> 537 60.18020 NA
#> 538 37.17801 2.84797607
#> 539 36.24714 1.93505888
#> 540 61.31785 1.19251342
#> 541 50.43067 2.88240406
#> 542 60.74981 2.36924724
#> 543 47.61484 2.95931857
#> 544 57.10280 1.98012793
#> 545 59.94559 3.15003161
#> 546 52.36156 1.36877904
#> 547 57.67561 0.97917455
#> 548 46.93713 1.53306809
#> 549 67.20931 1.76486230
#> 550 41.62608 NA
#> 551 42.89655 2.38625416
#> 552 41.29261 1.50442415
#> 553 49.70180 1.33087584
#> 554 50.77572 1.52849380
#> 555 56.74971 0.67951422
#> 556 39.16889 1.96181317
#> 557 57.17905 1.63636775
#> 558 43.97529 2.22498588
#> 559 43.94221 1.60497665
#> 560 46.51777 2.03813490
#> 561 46.26710 1.51546226
#> 562 49.80742 3.01527447
#> 563 59.58219 1.34055165
#> 564 50.94269 NA
#> 565 37.41457 0.90436777
#> 566 46.35459 1.52494455
#> 567 55.61201 0.86767569
#> 568 48.22518 4.01683876
#> 569 43.62418 1.72666081
#> 570 53.02557 4.10941931
#> 571 54.95450 1.75320507
#> 572 52.22768 1.73383503
#> 573 37.29954 2.05655661
#> 574 54.30419 0.97301121
#> 575 47.88682 0.80222168
#> 576 61.36084 1.60815313
#> 577 54.03003 2.19991423
#> 578 48.07674 2.05761746
#> 579 60.48953 1.10967569
#> 580 38.10106 NA
#> 581 53.49433 1.47539761
#> 582 45.53989 0.84266158
#> 583 48.28200 1.18814402
#> 584 47.72016 0.82818306
#> 585 69.05091 1.49092935
#> 586 50.47366 1.01667028
#> 587 53.92793 0.77093276
#> 588 43.12728 1.50058763
#> 589 56.00357 2.59330219
#> 590 52.44459 1.11104097
#> 591 57.77533 NA
#> 592 56.66631 2.88202537
#> 593 46.53708 1.01582634
#> 594 64.86953 0.47162871
#> 595 62.95669 2.33736623
#> 596 42.55085 2.10322614
#> 597 43.55563 2.25312130
#> 598 43.25483 3.30078413
#> 599 50.13065 1.79118263
#> 600 48.51343 0.81521849
#> 601 55.62521 2.13974750
#> 602 52.64536 1.79727852
#> 603 53.20326 1.99138726
#> 604 53.22384 3.09366485
#> 605 46.31887 1.44669462
#> 606 37.29152 1.78292099
#> 607 51.95777 NA
#> 608 47.40738 NA
#> 609 50.46989 1.90958653
#> 610 50.74865 1.46936062
#> 611 54.23660 2.39539515
#> 612 54.54468 0.42324274
#> 613 48.80502 1.07739512
#> 614 64.22211 1.03850788
#> 615 50.14329 1.46141425
#> 616 39.53011 NA
#> 617 49.07993 0.94549365
#> 618 32.42078 0.70416658
#> 619 51.35052 1.62128250
#> 620 51.91532 NA
#> 621 54.43553 0.76072237
#> 622 46.69205 1.31154580
#> 623 49.15857 0.13856209
#> 624 58.61473 0.93150095
#> 625 49.45719 0.69080424
#> 626 43.37329 NA
#> 627 59.57949 2.14075192
#> 628 47.36080 1.01702153
#> 629 48.38646 NA
#> 630 41.03825 3.19479724
#> 631 48.82232 2.52598919
#> 632 49.49272 2.51286819
#> 633 48.84968 1.51316211
#> 634 48.70152 NA
#> 635 56.80069 1.67496184
#> 636 43.43766 1.62310930
#> 637 56.21564 NA
#> 638 53.10429 1.24454980
#> 639 55.78075 2.58872647
#> 640 55.77883 1.32012901
#> 641 40.67525 2.20539552
#> 642 56.55131 1.30694073
#> 643 47.38730 2.25966394
#> 644 53.40726 1.47951482
#> 645 53.41058 3.27755809
#> 646 31.66225 2.52198778
#> 647 52.33804 1.37006038
#> 648 45.32376 NA
#> 649 34.19603 1.73584902
#> 650 46.71051 1.96812431
#> 651 49.23000 1.49174622
#> 652 47.08926 2.23938106
#> 653 54.72403 NA
#> 654 44.45343 1.94873940
#> 655 44.34510 2.97201410
#> 656 41.64139 2.46024423
#> 657 67.61052 1.46706681
#> 658 51.33569 1.17499431
#> 659 38.53252 3.27888161
#> 660 57.60312 NA
#> 661 48.21985 1.75662952
#> 662 47.70862 1.10790231
#> 663 44.28848 1.27460047
#> 664 47.08151 1.94170310
#> 665 44.05911 2.31713647
#> 666 32.19634 NA
#> 667 65.27219 0.75183253
#> 668 45.16888 2.29672635
#> 669 31.64196 2.13342012
#> 670 38.48050 NA
#> 671 57.15667 3.01311608
#> 672 36.97942 1.88429330
#> 673 38.93111 1.83296853
#> 674 56.50293 3.03875789
#> 675 36.90316 2.62631809
#> 676 60.39707 2.09609471
#> 677 53.78710 NA
#> 678 58.80794 0.66626294
#> 679 42.58607 NA
#> 680 51.81731 1.64451877
#> 681 42.57285 2.42946660
#> 682 59.73319 2.24762335
#> 683 45.48028 2.53062858
#> 684 58.65006 2.21350658
#> 685 65.18155 1.37940559
#> 686 31.40195 3.22848570
#> 687 45.70481 1.56061578
#> 688 43.08841 1.20980338
#> 689 55.04365 1.61760010
#> 690 39.68348 1.64074530
#> 691 55.48458 NA
#> 692 40.04134 3.27966636
#> 693 60.15500 1.15266380
#> 694 45.30839 3.27311912
#> 695 48.94916 1.98756482
#> 696 67.47621 0.34348842
#> 697 52.68544 3.15979890
#> 698 41.96662 1.19996978
#> 699 40.67880 1.30162339
#> 700 44.94585 1.07752938
#> 701 47.12154 1.86069885
#> 702 43.64972 NA
#> 703 45.34421 1.75045570
#> 704 58.70417 0.37035699
#> 705 47.30970 3.13551885
#> 706 37.98094 2.74961533
#> 707 38.39670 0.74769240
#> 708 48.08939 2.43521999
#> 709 42.74625 2.23786519
#> 710 38.74729 3.48137025
#> 711 49.93434 NA
#> 712 58.77110 NA
#> 713 34.02575 1.37671572
#> 714 50.53054 NA
#> 715 39.36351 0.99859648
#> 716 38.22525 1.93717033
#> 717 39.20733 1.96378181
#> 718 50.75884 2.08266756
#> 719 34.69061 2.76346276
#> 720 36.03542 1.83342404
#> 721 43.44007 3.23066329
#> 722 35.86920 2.67167240
#> 723 47.09713 0.90904597
#> 724 54.71425 2.01150190
#> 725 49.53317 0.77688687
#> 726 55.43391 2.97372282
#> 727 55.12556 1.47320775
#> 728 44.81196 1.21311308
#> 729 46.24518 1.01311115
#> 730 49.99736 1.70484704
#> 731 48.65631 1.95868819
#> 732 51.54502 1.32066035
#> 733 49.45776 2.52535860
#> 734 45.18515 NA
#> 735 40.36887 NA
#> 736 53.85807 3.34317222
#> 737 53.20692 0.18165758
#> 738 45.22070 1.58441128
#> 739 54.28948 1.71802527
#> 740 51.11116 0.61877501
#> 741 43.12987 2.64794373
#> 742 48.67033 2.64662252
#> 743 43.33855 3.48547545
#> 744 53.76265 1.52369157
#> 745 46.11730 NA
#> 746 48.48553 1.73741871
#> 747 54.02052 1.82469517
#> 748 34.90244 2.94769719
#> 749 52.40931 1.05128622
#> 750 41.90171 0.64803979
#>
#> attr(,"class")
#> [1] "mitml.list" "list"
# extract all imputed data sets at once
implist <- mitmlComplete(imp, print = "all")
if (FALSE) { # \dontrun{
# ... alternatives with same results
implist <- mitmlComplete(imp, print = 1:5)
implist <- mitmlComplete(imp, print = "list")
} # }