Wrapper to refit a fitted model.
Usage
getRefit(object, newresp, ...)
# Default S3 method
getRefit(object, newresp, ...)
# S3 method for class 'lm'
getRefit(object, newresp, ...)
# S3 method for class 'glmmTMB'
getRefit(object, newresp, ...)
# S3 method for class 'HLfit'
getRefit(object, newresp, ...)
# S3 method for class 'MixMod'
getRefit(object, newresp, ...)
# S3 method for class 'phylolm'
getRefit(object, newresp, ...)
# S3 method for class 'phyloglm'
getRefit(object, newresp, ...)
# S3 method for class 'brmsfit'
getRefit(object, newresp, ...)Details
The purpose of this wrapper is to standardize the refit of a model. The behavior of this function depends on the supplied model. When available, it uses the refit method, otherwise it will use update. For glmmTMB: since version 1.0, glmmTMB has a refit function, but this didn't work, so I switched back to this implementation, which is a hack based on the update function.
Examples
testData = createData(sampleSize = 400, family = gaussian())
fittedModel <- lm(observedResponse ~ Environment1 , data = testData)
# response that was used to fit the model
getObservedResponse(fittedModel)
#> [1] 2.453657858 -0.828336778 0.778045690 -0.233776019 1.333309314
#> [6] -0.496310829 1.294744111 -0.357968997 -0.339333418 0.695429218
#> [11] -1.278748537 0.089687452 -0.542576877 -1.269616632 -1.354839430
#> [16] -0.809164914 -1.614011837 1.664196117 -0.746366271 0.569391820
#> [21] 0.303503324 0.223108122 -0.509141746 -0.071292289 0.638451066
#> [26] -0.354002360 0.892019684 -0.943833055 0.428193501 1.180949552
#> [31] -0.869936585 -0.008121773 0.618080762 1.179884199 -0.828067289
#> [36] 0.553680250 -0.911302509 -2.421555281 0.047940684 2.577728173
#> [41] -2.606230688 -1.364971115 0.299473712 -0.290267477 -1.592043773
#> [46] -2.618958768 -1.464211517 -2.315634723 -1.888213854 -0.996937354
#> [51] -1.669265073 -0.790629909 -2.039083394 -1.242703481 -0.370210646
#> [56] 0.335107845 0.139432690 0.647266981 -1.260535258 -2.291780308
#> [61] -0.475867601 -1.216464671 -1.021464813 -0.678197299 0.147560649
#> [66] -2.004533692 0.142907985 -1.743402627 0.467239855 -1.431696510
#> [71] -0.440518106 -2.197970361 -0.944098924 -1.607739413 -2.046327950
#> [76] -1.825142983 -2.092150123 -2.192206360 -1.307041460 -1.439299577
#> [81] 0.290306061 0.949420532 -1.242029395 -0.610773864 0.504845049
#> [86] -0.175020924 0.314058257 0.114964454 -2.660906808 -0.272261564
#> [91] 2.344072529 0.088614881 1.961182555 0.534398382 1.276725575
#> [96] 0.346914852 2.941326049 -1.580347305 0.155354765 0.300322434
#> [101] -1.365037152 2.194979873 0.607429144 0.299173049 0.250744205
#> [106] 0.343615633 1.459449627 1.830142646 0.198801185 0.718641456
#> [111] -1.945778645 1.774002604 -1.143197642 -0.386434836 0.894155211
#> [116] -0.310806717 0.447664429 1.108164430 0.674003494 0.668228821
#> [121] 0.012685555 -0.025034696 1.402539755 0.465888861 -1.636275161
#> [126] 0.486296620 2.068814179 1.633207290 2.598863944 0.260197041
#> [131] -0.971689032 -0.176020281 -0.892075041 -1.931590043 -1.125739349
#> [136] -0.650729414 0.532992807 0.173707457 0.303593253 -0.335100124
#> [141] 0.934901892 -0.582426972 0.908961186 0.215065316 -0.359015299
#> [146] -1.775578806 -0.452449807 -0.003092273 0.575162670 1.361367697
#> [151] -3.172390663 -1.761062674 2.344058747 -0.944953663 -0.920122147
#> [156] -1.691073231 -1.257837195 -0.943845184 -0.666119601 -1.781604909
#> [161] 1.255752492 -2.713206037 -0.181988170 -1.332153035 -1.123917626
#> [166] -0.885256538 -0.342435899 0.698027808 -1.354468655 -0.415898422
#> [171] 0.571513122 0.287933780 -3.866883411 -1.345445455 0.544041748
#> [176] 0.676388721 -0.714871901 -0.433700270 -0.899787755 0.515065150
#> [181] -0.253565779 -1.002434361 0.407670298 -1.038708417 0.668660923
#> [186] -0.408772204 0.008851634 -1.813462910 -3.624342686 0.772838070
#> [191] -0.275940920 1.037871646 -1.116252444 -1.791240365 -2.485639613
#> [196] 0.432769840 1.155940385 -1.412013467 -0.897140624 -2.693000794
#> [201] -0.918084723 1.642371841 0.864330078 1.373378412 0.831937071
#> [206] 0.608323191 0.933498646 0.245126476 -1.022122534 -0.946338332
#> [211] -0.961240934 1.709335076 1.496865282 -0.389213205 -1.003413366
#> [216] 0.164832328 -0.386258099 0.983181806 1.314073300 2.370018441
#> [221] -0.321852505 0.444179642 0.969972895 0.928405568 0.764366294
#> [226] 0.401545928 0.166691739 1.695065943 0.325488677 -0.770127036
#> [231] 1.506482702 -0.050503013 -0.124401325 -0.561672377 -1.040097499
#> [236] -1.023727283 0.664986191 -0.070536308 0.468155307 0.607120917
#> [241] 1.018680705 1.093528407 0.212787037 2.316335978 -0.284700358
#> [246] 0.067707391 1.802811390 2.220198791 -0.628892636 1.101730770
#> [251] 0.903951367 2.908349572 0.590666085 3.102550337 2.072195201
#> [256] 1.449126149 2.726067952 0.245095472 1.338707331 -0.936311178
#> [261] 0.539525843 1.912085996 2.104279955 0.585913630 -0.387085851
#> [266] 2.825310573 2.766199896 1.964619725 2.074288352 0.787899352
#> [271] 1.703383559 2.869294457 3.802468093 1.420529961 -2.404897901
#> [276] 1.071551082 0.553723503 4.475263339 1.533268260 -1.832254435
#> [281] 0.858670691 2.849849589 1.187649547 2.110584269 1.115292562
#> [286] 2.487605988 1.210205243 2.588820386 1.914690940 2.580794354
#> [291] 0.715548319 3.003833745 2.944304630 3.311581613 1.555451538
#> [296] 1.074674433 2.482920059 1.596195353 2.139472786 -0.176758863
#> [301] -0.340691755 2.159297128 1.527148935 -0.109653552 1.711275180
#> [306] 2.657946104 1.568311227 0.634421441 3.323165983 -0.157634289
#> [311] 3.469546830 2.757420394 1.497685996 2.100803126 2.652657689
#> [316] -0.321166938 2.068197232 3.796333999 1.392675079 1.394544224
#> [321] -2.181779759 1.105230202 0.299103497 0.017867506 1.124590949
#> [326] 0.241282156 0.980633387 -0.281542506 1.117125304 -0.728640871
#> [331] 0.523856181 -0.104585446 0.086571132 -0.899827087 -0.327262221
#> [336] 0.344252215 -2.001297352 -1.101615300 -1.951101671 -0.576898439
#> [341] -1.126263589 -0.902797710 0.552194201 -2.197080617 -0.262445573
#> [346] 0.529215067 -1.870696991 1.852340069 -1.730179145 -0.221337153
#> [351] 0.174583242 -2.058454287 -0.752049922 -0.692002603 -0.435817240
#> [356] 0.827360375 -0.310531126 1.602541465 1.306129424 -1.638214365
#> [361] -1.268047291 -1.822048315 2.611730592 0.829281601 -0.930862204
#> [366] -0.905993139 -0.921638951 -2.220283520 -0.509819336 -0.131404766
#> [371] -2.075277449 -2.713317100 0.492709524 -2.698777021 -0.809151214
#> [376] 0.152408986 -1.625260113 0.639995418 -1.272354719 -1.572505770
#> [381] -1.208364581 -0.446097613 0.082213051 -1.720793230 -2.459372684
#> [386] -0.575229201 0.216414684 -0.818330111 -0.691070247 -2.519502263
#> [391] -1.102732160 -0.324941648 -0.455044473 -0.758382867 0.263991277
#> [396] 0.351335102 0.599929941 -0.763555752 -1.210706188 2.435870892
# predictions of the model for these points
getFitted(fittedModel)
# extract simulations from the model as matrix
getSimulations(fittedModel, nsim = 2)
#> sim_1 sim_2
#> 1 3.31900065 1.218208855
#> 2 -1.21567893 -0.790651821
#> 3 -1.14571205 2.518367035
#> 4 1.85329493 0.254166129
#> 5 1.69926219 -0.597367978
#> 6 0.05222634 3.366823922
#> 7 1.34507565 0.527462118
#> 8 1.45692026 -0.733516120
#> 9 -1.87972177 0.736024528
#> 10 0.35356116 -0.013852062
#> 11 -1.08066472 -1.305438240
#> 12 0.21263669 0.628346623
#> 13 -1.14304831 -0.153163569
#> 14 -1.40085422 -2.493862506
#> 15 -0.04137052 1.492588313
#> 16 1.05265795 1.631573102
#> 17 -1.85643008 -1.929961830
#> 18 0.16711989 3.139546884
#> 19 2.84651108 2.705566167
#> 20 1.09312998 -0.981225107
#> 21 1.00738613 2.643894151
#> 22 0.54678779 0.594197655
#> 23 3.00985602 0.406517779
#> 24 1.74311730 1.709084092
#> 25 -0.38654517 0.989077595
#> 26 -1.60605102 -0.648312404
#> 27 -0.45029222 1.205024394
#> 28 -1.52509527 -0.220687221
#> 29 1.01227890 0.807470309
#> 30 0.65118074 1.398778080
#> 31 -1.28562763 -0.579741912
#> 32 -1.48252782 0.884124753
#> 33 0.61013544 -0.088066904
#> 34 0.30224093 -1.362216501
#> 35 -0.15548887 -0.999817575
#> 36 -2.12703993 -0.348443553
#> 37 -2.73939319 -2.074966185
#> 38 -1.12380839 -1.404691662
#> 39 -1.83492383 -2.551405102
#> 40 1.68314840 1.769899668
#> 41 0.62583578 -0.174803825
#> 42 -0.40556060 0.681767956
#> 43 -0.05117178 3.970813333
#> 44 -0.22134749 -0.916455355
#> 45 -0.73378705 -0.928129820
#> 46 0.93489226 0.981821632
#> 47 1.05324017 0.401220680
#> 48 -1.89126007 1.380417485
#> 49 -0.25503281 1.244293880
#> 50 0.10598607 1.392003363
#> 51 0.65360835 0.810308020
#> 52 1.02681674 0.803368742
#> 53 -1.76073578 0.148102856
#> 54 0.39304234 0.708758354
#> 55 0.05845688 2.969673230
#> 56 0.24208935 0.185522044
#> 57 0.46992641 0.492898168
#> 58 0.06240664 3.243765907
#> 59 1.30714397 2.917850441
#> 60 -0.17720842 -1.490362082
#> 61 0.39191210 0.555525621
#> 62 2.54423130 2.038428524
#> 63 -1.02100232 -1.307849286
#> 64 1.31206964 -0.880992033
#> 65 -2.48215542 -1.239633300
#> 66 -0.77809537 0.119537842
#> 67 -2.08348047 -3.375285125
#> 68 -1.82306502 -2.566444507
#> 69 1.27014690 0.705114583
#> 70 0.50077046 0.147748044
#> 71 -0.02968567 -2.003242690
#> 72 -1.28989833 -0.083008427
#> 73 2.26714434 -2.430100259
#> 74 1.69953414 -2.288532471
#> 75 -3.42090010 -2.898647261
#> 76 0.73572890 -0.146547404
#> 77 -0.62186715 -1.590294299
#> 78 -2.81795507 -0.775201334
#> 79 0.90863177 1.117977405
#> 80 -0.20239779 0.950269212
#> 81 2.06339573 0.200705826
#> 82 -0.11253536 2.057253793
#> 83 0.92783619 -2.264589079
#> 84 0.53544907 0.228650062
#> 85 2.35946542 2.358143818
#> 86 -0.21945301 1.554545840
#> 87 0.16841022 0.355383156
#> 88 1.25299882 1.345010755
#> 89 -0.17452700 -0.752463334
#> 90 0.28219505 -1.347195203
#> 91 -0.09852252 2.801300740
#> 92 -0.96809878 0.847785172
#> 93 3.02307882 1.731712212
#> 94 0.94248930 1.981337278
#> 95 -2.44363094 2.349698813
#> 96 -1.10051815 -3.495599391
#> 97 -1.40160730 1.267810606
#> 98 -0.59877295 -1.228559046
#> 99 1.70207214 1.532563127
#> 100 0.34883405 1.348875804
#> 101 -3.40262974 -0.574451020
#> 102 1.45024003 1.485315579
#> 103 -1.00376471 1.012744038
#> 104 1.48158283 1.458940034
#> 105 -1.28119202 -2.150992077
#> 106 1.09049266 1.133492584
#> 107 -0.58859358 -0.946814665
#> 108 -0.73706339 -0.384537064
#> 109 1.99360359 1.184014719
#> 110 -1.32874550 1.691853755
#> 111 0.16668671 -0.357420012
#> 112 1.93873067 -0.122158420
#> 113 1.77676366 1.830061149
#> 114 0.12532792 0.042081238
#> 115 -0.72147029 0.852123409
#> 116 1.95984637 -1.001026633
#> 117 -2.10180277 1.976909596
#> 118 -2.26503318 1.072428055
#> 119 -3.75899359 -0.865199015
#> 120 -0.37238476 -2.253351308
#> 121 0.75995830 -0.184558187
#> 122 -0.62971162 1.884369922
#> 123 -0.23659345 -1.693764942
#> 124 1.20108139 1.173043958
#> 125 1.56043447 -0.172453752
#> 126 2.41134838 1.937872934
#> 127 3.76411992 1.318197960
#> 128 1.35436766 2.722130891
#> 129 2.83317446 0.175003717
#> 130 -0.01689015 0.336471130
#> 131 -1.08397525 0.217454292
#> 132 -2.01404545 -2.089359870
#> 133 0.95590982 -2.183744813
#> 134 -0.80351941 -0.324838747
#> 135 -0.24323909 0.731814484
#> 136 -1.14137024 0.885290047
#> 137 1.26315659 0.245116006
#> 138 -0.22077605 -1.174542009
#> 139 -1.37750148 -2.093878908
#> 140 -1.04621997 0.014917228
#> 141 -0.22984777 -0.097081653
#> 142 -1.00015485 -1.735968016
#> 143 0.26492590 3.126459237
#> 144 2.29272576 0.383004938
#> 145 -0.66284929 2.653551340
#> 146 -0.29574679 -0.134924071
#> 147 2.14735431 -2.121802394
#> 148 -0.15018991 1.934274207
#> 149 3.85631060 2.153755324
#> 150 -2.39685870 1.066834042
#> 151 -2.42472719 -0.186127884
#> 152 -0.27034067 -0.640195712
#> 153 2.40564053 -0.075833883
#> 154 0.36704268 0.925816003
#> 155 -2.49364922 -1.098045545
#> 156 1.89907659 2.067228974
#> 157 -0.89892730 -1.508759642
#> 158 -4.21621341 1.071507968
#> 159 0.40451771 -1.079801419
#> 160 1.43509459 0.361003560
#> 161 -0.80135982 -0.867001148
#> 162 0.90180487 -0.099774675
#> 163 0.89700149 0.126190366
#> 164 -1.86056060 -0.915651813
#> 165 1.64724866 -0.028795338
#> 166 -3.78414711 -0.488136791
#> 167 -0.32857677 1.780256095
#> 168 2.07687928 2.151524404
#> 169 -0.57250331 -0.552308152
#> 170 0.02297460 0.507958915
#> 171 0.32926286 -0.571635369
#> 172 3.11655396 -0.003660671
#> 173 1.58798673 -3.163192574
#> 174 1.03172520 3.196023316
#> 175 2.31924433 -1.978193008
#> 176 0.79093863 0.940551631
#> 177 1.01849168 0.798589846
#> 178 -3.29142640 -1.555172173
#> 179 -0.66329566 -1.203956681
#> 180 1.64062731 -0.711233323
#> 181 -1.00472257 -0.077926930
#> 182 -1.06737493 1.380049623
#> 183 0.18603070 -2.799182841
#> 184 0.38891457 0.490378484
#> 185 1.27099158 -0.181507267
#> 186 -0.69003863 -0.591279560
#> 187 2.92982282 -0.457987850
#> 188 0.21205435 -0.640329222
#> 189 0.82426471 0.317869147
#> 190 -1.81485904 -0.370765435
#> 191 1.49232692 0.198732429
#> 192 0.15138821 1.799793967
#> 193 -0.60993740 -2.285864670
#> 194 1.63598512 0.164723339
#> 195 -1.24388372 1.306106065
#> 196 0.44536059 1.187832160
#> 197 1.39401897 -1.110873193
#> 198 -0.62797199 1.355024147
#> 199 0.47575048 0.252555309
#> 200 0.58332117 -0.646675789
#> 201 -0.74955263 -1.214936823
#> 202 0.11543149 0.753504032
#> 203 -1.24897277 -0.368109104
#> 204 1.88965733 2.360555382
#> 205 0.52523416 -0.576543201
#> 206 2.33385429 -1.340288053
#> 207 0.32703637 -1.237888345
#> 208 0.63645299 -0.321594220
#> 209 1.35594134 0.505133746
#> 210 -0.77754114 2.167580054
#> 211 1.28750219 0.023238192
#> 212 -0.19547521 0.077981227
#> 213 1.69714811 2.129808710
#> 214 -1.08176700 -1.553508719
#> 215 1.42172317 0.840236231
#> 216 1.57338176 0.947201418
#> 217 0.46096798 1.712661119
#> 218 -1.11065775 2.050281331
#> 219 -1.04881408 -1.100510848
#> 220 -2.31751976 0.134158179
#> 221 0.70417237 0.584653766
#> 222 0.29622972 -0.005098707
#> 223 -0.53775459 0.138959154
#> 224 -0.11499753 0.170331516
#> 225 -0.62517797 -0.203160448
#> 226 -0.38622636 -1.218823411
#> 227 0.88085143 0.980176554
#> 228 0.63807624 3.197453684
#> 229 -5.50288253 0.541186231
#> 230 -2.81880191 2.029596444
#> 231 -1.87266809 1.533357213
#> 232 -1.07041952 -0.775555451
#> 233 -0.66935525 -0.670997930
#> 234 -0.80269797 1.292862740
#> 235 1.50806566 1.484146413
#> 236 -2.61270876 -0.549281592
#> 237 -1.02092829 0.026730042
#> 238 0.86036417 1.209687674
#> 239 -2.85840683 -2.438065518
#> 240 -0.52236544 -0.308316809
#> 241 -1.59564620 1.190630821
#> 242 -2.44468178 -2.548748925
#> 243 -1.78238092 -2.527440738
#> 244 -0.01779505 -0.361101449
#> 245 -0.80327691 2.723352154
#> 246 1.84579861 1.210574725
#> 247 2.50653465 0.613343411
#> 248 -2.27253936 0.390115132
#> 249 -0.95896004 -3.311658910
#> 250 1.68684463 0.243078480
#> 251 -1.54263194 1.447372005
#> 252 1.25117179 1.104509881
#> 253 -3.04684011 -1.336689141
#> 254 3.42088438 1.285243945
#> 255 0.64952661 1.484436027
#> 256 -0.62442647 -1.423124294
#> 257 -2.04755734 1.430701363
#> 258 0.77633303 1.020990364
#> 259 1.24116514 2.350226719
#> 260 1.15810469 1.002332161
#> 261 1.06910493 -0.391093078
#> 262 -1.07692160 0.310503801
#> 263 0.21862524 2.269831743
#> 264 0.52817923 0.924472460
#> 265 -1.99211952 -1.606431810
#> 266 3.54825017 0.496914301
#> 267 -1.03701870 -0.348476225
#> 268 2.04183370 0.624461814
#> 269 0.08987494 -0.981897991
#> 270 0.03905507 0.472143697
#> 271 -0.36000989 0.092850436
#> 272 0.24883083 -1.143522976
#> 273 -0.70012015 0.273815202
#> 274 -1.10430976 -2.905958554
#> 275 1.69721325 1.757494063
#> 276 0.36771230 -2.057420937
#> 277 -0.84274629 -1.529619895
#> 278 2.28700155 -0.316257561
#> 279 -1.42520149 1.562778747
#> 280 0.69137236 2.662223432
#> 281 -0.15323026 -0.399948523
#> 282 -0.19487700 -0.691128140
#> 283 0.49458664 -1.999301265
#> 284 -1.22048522 -0.912358120
#> 285 0.73257920 -1.306022912
#> 286 0.63974019 -0.234909075
#> 287 0.04726022 0.271641270
#> 288 1.32555205 0.147166515
#> 289 -0.14641491 0.243167585
#> 290 0.56014594 -0.315732571
#> 291 -0.38895624 0.883320908
#> 292 1.42737686 -0.259674777
#> 293 -1.23828435 -0.243639155
#> 294 -0.08382155 1.408301134
#> 295 0.62211862 0.132476456
#> 296 0.17727162 -0.601325727
#> 297 0.99166755 1.549875146
#> 298 0.18148061 -0.720917777
#> 299 2.14897640 -1.816897693
#> 300 -0.09404055 0.809960541
#> 301 -1.69041454 -0.465930511
#> 302 -0.63044211 0.099705366
#> 303 -0.71299022 0.538141781
#> 304 1.92703804 0.323536172
#> 305 1.04101327 -1.169296639
#> 306 2.04266100 1.881733667
#> 307 -0.18392017 -1.847089621
#> 308 -0.50304115 0.611392498
#> 309 -1.37487945 1.580939749
#> 310 1.11431467 -1.040356828
#> 311 -1.71905896 0.862591481
#> 312 -0.22594147 2.630137922
#> 313 0.29740733 -4.176497493
#> 314 -0.57583650 0.121789511
#> 315 -0.49187268 -2.567179926
#> 316 0.29151909 -2.820304351
#> 317 0.64526251 1.929678337
#> 318 0.93135120 -0.270368140
#> 319 1.43001780 -3.194272252
#> 320 -2.14983128 1.076920777
#> 321 -0.78784636 -0.746547509
#> 322 0.24301388 0.757610011
#> 323 0.54397806 0.103840225
#> 324 0.01267864 0.844714796
#> 325 -1.44980375 2.382912880
#> 326 0.05720076 2.235321589
#> 327 -2.11871601 0.309272256
#> 328 -1.41104411 -1.044735080
#> 329 -0.20880656 2.794893219
#> 330 0.47884201 1.074901287
#> 331 -2.71327316 0.786037168
#> 332 0.50071709 0.420793226
#> 333 -0.85427152 -1.247172961
#> 334 2.36925047 -0.636725534
#> 335 0.13572505 0.003634403
#> 336 -0.58520815 0.599849823
#> 337 -0.03185417 -1.389354027
#> 338 0.09673146 -0.943652769
#> 339 0.01667334 -2.049396800
#> 340 1.20028440 -2.741127503
#> 341 -1.89234675 -0.354854568
#> 342 0.42021642 -0.292628493
#> 343 -1.13128176 0.941534446
#> 344 0.02145855 -1.007008275
#> 345 -3.07621733 -2.971009816
#> 346 -0.07253901 -1.287512559
#> 347 -0.34307473 -0.741215940
#> 348 -0.76517841 0.152846850
#> 349 -0.55512878 -2.696554990
#> 350 2.10475199 0.110438202
#> 351 -0.25378340 3.276613494
#> 352 0.05339137 0.214815242
#> 353 -1.73484417 -0.812729034
#> 354 -0.05245805 1.322111837
#> 355 2.70344396 0.386175222
#> 356 0.71646857 -0.716567550
#> 357 -1.83069229 -0.104382243
#> 358 1.76577579 0.230586704
#> 359 -0.66365022 2.539137354
#> 360 -2.10626100 1.321843895
#> 361 -1.28535008 2.610177545
#> 362 1.78608091 3.561270194
#> 363 4.63499047 0.546269108
#> 364 -0.12091604 -0.445313730
#> 365 -1.23378904 -2.366672943
#> 366 -0.44941505 -0.511234596
#> 367 2.43870281 0.059535715
#> 368 0.20898332 -0.996484210
#> 369 -1.62330094 0.519792170
#> 370 0.92788588 -0.926740142
#> 371 0.64197338 0.863098171
#> 372 -0.76830227 -0.146527150
#> 373 0.01840121 2.659658439
#> 374 -1.18538076 -0.272268942
#> 375 -0.64806596 0.845992716
#> 376 1.32699490 -0.569200090
#> 377 1.16924085 1.352562675
#> 378 2.11022344 0.652783660
#> 379 0.18763873 0.329684957
#> 380 -1.22255752 0.412208353
#> 381 -1.60639913 -0.732433985
#> 382 0.48048449 -0.318944632
#> 383 0.43462143 0.038692106
#> 384 0.79482407 -0.986182792
#> 385 -0.96394377 -1.510609250
#> 386 -0.35411222 2.186733652
#> 387 0.05434203 0.715756548
#> 388 2.14689667 1.509079068
#> 389 1.04660180 -0.254059812
#> 390 -2.00641320 1.033775109
#> 391 -3.39977071 0.741264340
#> 392 0.13118995 2.282740858
#> 393 2.18368070 -0.931266100
#> 394 2.52187320 3.064472974
#> 395 2.59143305 1.503773957
#> 396 -0.29409719 -1.652907812
#> 397 -0.56020571 2.847933401
#> 398 0.09706961 1.010326874
#> 399 0.42563128 0.347957874
#> 400 2.49398622 1.262680542
# extract simulations from the model for refit (often requires different structure)
x = getSimulations(fittedModel, nsim = 2, type = "refit")
getRefit(fittedModel, x[[1]])
#>
#> Call:
#> lm(formula = observedResponse ~ Environment1, data = newData)
#>
#> Coefficients:
#> (Intercept) Environment1
#> 0.0394 1.1379
#>
getRefit(fittedModel, getObservedResponse(fittedModel))
#>
#> Call:
#> lm(formula = observedResponse ~ Environment1, data = newData)
#>
#> Coefficients:
#> (Intercept) Environment1
#> 0.0510 0.9571
#>
# get data frame that was used to fit the model
getData(fittedModel)
#> ID observedResponse Environment1 group time x y
#> 1 1 2.453657858 0.9960624995 1 357 0.653256813 0.8908850471
#> 2 2 -0.828336778 -0.2415031088 1 74 0.630562171 0.9669564639
#> 3 3 0.778045690 0.5320715331 1 205 0.102272007 0.5702867797
#> 4 4 -0.233776019 0.3579092622 1 262 0.149540758 0.1072084836
#> 5 5 1.333309314 0.7899031318 1 132 0.469718336 0.4237873207
#> 6 6 -0.496310829 0.4005181487 1 320 0.586952253 0.9038561934
#> 7 7 1.294744111 0.7177845044 1 221 0.072767201 0.6629881773
#> 8 8 -0.357968997 0.5058755521 1 248 0.654424228 0.1933884465
#> 9 9 -0.339333418 -0.5646694177 1 337 0.070543525 0.9782757252
#> 10 10 0.695429218 0.6900783642 1 384 0.927793193 0.1980860212
#> 11 11 -1.278748537 -0.5061839335 1 362 0.096013308 0.8545403099
#> 12 12 0.089687452 0.5353759802 1 55 0.122263515 0.0864530876
#> 13 13 -0.542576877 -0.1408085083 1 279 0.381466253 0.1693191386
#> 14 14 -1.269616632 -0.9340909920 1 5 0.087709128 0.1686480923
#> 15 15 -1.354839430 0.3947787122 1 305 0.188938600 0.8821068697
#> 16 16 -0.809164914 0.1112346877 1 54 0.858201692 0.1085148340
#> 17 17 -1.614011837 -0.7300431971 1 184 0.921540324 0.2176890490
#> 18 18 1.664196117 0.7319754385 1 32 0.857690905 0.3726653557
#> 19 19 -0.746366271 0.8395993649 1 383 0.776783721 0.2356356017
#> 20 20 0.569391820 -0.5634757611 1 125 0.433775268 0.9271279408
#> 21 21 0.303503324 -0.4054341875 1 47 0.943618244 0.5874593991
#> 22 22 0.223108122 0.6978906053 1 81 0.867372770 0.4203397601
#> 23 23 -0.509141746 -0.3965381761 1 386 0.201187585 0.7605965454
#> 24 24 -0.071292289 0.6608141745 1 267 0.012820888 0.5750778604
#> 25 25 0.638451066 -0.0400626659 1 68 0.073440575 0.4850290532
#> 26 26 -0.354002360 -0.4666077574 1 87 0.943420867 0.3348826158
#> 27 27 0.892019684 -0.2671898762 1 334 0.869253475 0.4554616858
#> 28 28 -0.943833055 -0.7813404417 1 61 0.137498825 0.2431806515
#> 29 29 0.428193501 -0.0416386686 1 131 0.378489658 0.5112502712
#> 30 30 1.180949552 0.4183684383 1 223 0.683298404 0.6939445511
#> 31 31 -0.869936585 -0.5368267749 1 197 0.013809039 0.2784429563
#> 32 32 -0.008121773 -0.1059300187 1 324 0.631133949 0.9174870048
#> 33 33 0.618080762 0.7133106934 1 66 0.378180687 0.3113693972
#> 34 34 1.179884199 -0.0195517959 1 62 0.565876110 0.6092093680
#> 35 35 -0.828067289 -0.5266609085 1 307 0.030164947 0.8819609175
#> 36 36 0.553680250 -0.4168996648 1 127 0.632471865 0.1451823080
#> 37 37 -0.911302509 -0.4562470345 1 60 0.453817846 0.1861553499
#> 38 38 -2.421555281 -0.7315015080 1 378 0.743314133 0.4991910607
#> 39 39 0.047940684 -0.9905176219 1 332 0.837603783 0.9284500766
#> 40 40 2.577728173 0.9453243422 1 222 0.183293801 0.7515953565
#> 41 41 -2.606230688 -0.6436399296 2 298 0.129792849 0.6307023547
#> 42 42 -1.364971115 -0.3352918462 2 182 0.488593804 0.5693795888
#> 43 43 0.299473712 0.9581911238 2 318 0.711750804 0.7876096584
#> 44 44 -0.290267477 0.8734273138 2 119 0.233232874 0.0293046082
#> 45 45 -1.592043773 -0.6092217271 2 15 0.023430505 0.0241338371
#> 46 46 -2.618958768 0.5204572887 2 157 0.446849718 0.2416094563
#> 47 47 -1.464211517 -0.2164073819 2 113 0.019186129 0.1517372034
#> 48 48 -2.315634723 -0.8305805889 2 14 0.784696083 0.0878167315
#> 49 49 -1.888213854 -0.6031356500 2 160 0.187418221 0.3260211824
#> 50 50 -0.996937354 -0.2684861305 2 287 0.179221528 0.5580139626
#> 51 51 -1.669265073 0.7569628628 2 370 0.241755045 0.0915218371
#> 52 52 -0.790629909 0.5004706406 2 210 0.911805813 0.8330842846
#> 53 53 -2.039083394 -0.8821355957 2 78 0.584738730 0.2625846379
#> 54 54 -1.242703481 -0.7839044775 2 364 0.712696955 0.0418681081
#> 55 55 -0.370210646 0.9622377674 2 333 0.390956588 0.3227031389
#> 56 56 0.335107845 0.8154588616 2 129 0.906948218 0.3044621330
#> 57 57 0.139432690 0.7925932747 2 232 0.317374183 0.5371955342
#> 58 58 0.647266981 0.8722089278 2 97 0.830025262 0.1847742479
#> 59 59 -1.260535258 0.4063805207 2 304 0.312192120 0.3589450570
#> 60 60 -2.291780308 -0.5595247471 2 190 0.809638021 0.5706888309
#> 61 61 -0.475867601 0.4305635905 2 124 0.620137532 0.6808666436
#> 62 62 -1.216464671 0.6374525763 2 303 0.752278120 0.0937378656
#> 63 63 -1.021464813 -0.3117389665 2 136 0.470082766 0.2990484880
#> 64 64 -0.678197299 -0.1249190890 2 139 0.667637056 0.8693178701
#> 65 65 0.147560649 -0.5045573581 2 105 0.065022052 0.7586213599
#> 66 66 -2.004533692 -0.6047688085 2 273 0.936886783 0.8068607335
#> 67 67 0.142907985 -0.8539155112 2 153 0.518541665 0.5849860546
#> 68 68 -1.743402627 -0.6893800911 2 224 0.019392667 0.2795068475
#> 69 69 0.467239855 0.5634435862 2 147 0.943991057 0.7073362707
#> 70 70 -1.431696510 -0.2478265390 2 309 0.809995054 0.9048638011
#> 71 71 -0.440518106 -0.4170853789 2 7 0.379183821 0.1986421233
#> 72 72 -2.197970361 -0.3143646060 2 329 0.924082743 0.5748666790
#> 73 73 -0.944098924 0.7963052257 2 91 0.039530126 0.4791351280
#> 74 74 -1.607739413 0.4037704766 2 90 0.538448040 0.9495786219
#> 75 75 -2.046327950 -0.2599456408 2 46 0.479081438 0.3925373943
#> 76 76 -1.825142983 -0.9410206294 2 9 0.010207550 0.0590967494
#> 77 77 -2.092150123 -0.0646654307 2 164 0.112178359 0.8071942143
#> 78 78 -2.192206360 -0.8600633629 2 372 0.322586253 0.4844308470
#> 79 79 -1.307041460 -0.7570388801 2 101 0.706385231 0.2749085450
#> 80 80 -1.439299577 0.4423058531 2 387 0.154901575 0.3115723443
#> 81 81 0.290306061 0.0380422869 3 313 0.714186340 0.9061672222
#> 82 82 0.949420532 0.4064040752 3 246 0.173166481 0.9328250773
#> 83 83 -1.242029395 -0.8993385732 3 67 0.117448410 0.2392562334
#> 84 84 -0.610773864 0.1567819556 3 49 0.915423305 0.8415852999
#> 85 85 0.504845049 0.3978837347 3 264 0.931287439 0.0838170773
#> 86 86 -0.175020924 0.2737955600 3 341 0.556505040 0.8689927233
#> 87 87 0.314058257 -0.4842559919 3 116 0.084179059 0.6277380148
#> 88 88 0.114964454 -0.7545351665 3 170 0.682403561 0.8418364632
#> 89 89 -2.660906808 -0.6192770698 3 1 0.812646714 0.3327155302
#> 90 90 -0.272261564 -0.2988473540 3 302 0.069246598 0.5891705276
#> 91 91 2.344072529 0.7743909750 3 374 0.904894194 0.9378754536
#> 92 92 0.088614881 -0.2251597494 3 103 0.934617336 0.0756514445
#> 93 93 1.961182555 0.0601526015 3 57 0.788049598 0.8880751582
#> 94 94 0.534398382 0.9612634899 3 237 0.541654770 0.5910803720
#> 95 95 1.276725575 0.6044633454 3 361 0.006823630 0.7585316156
#> 96 96 0.346914852 -0.2455679094 3 154 0.982476517 0.0832178306
#> 97 97 2.941326049 0.6506557008 3 86 0.206043933 0.6228283066
#> 98 98 -1.580347305 -0.6540352036 3 53 0.942646079 0.4723349211
#> 99 99 0.155354765 0.6466684537 3 123 0.574022658 0.9611027420
#> 100 100 0.300322434 0.0318405014 3 31 0.524517515 0.6347560748
#> 101 101 -1.365037152 -0.6322534312 3 367 0.348464634 0.9750133464
#> 102 102 2.194979873 0.9503041282 3 352 0.405968083 0.7440996675
#> 103 103 0.607429144 0.7184218979 3 226 0.977091768 0.6339930010
#> 104 104 0.299173049 -0.1978572789 3 277 0.429633670 0.3000145187
#> 105 105 0.250744205 -0.0784544107 3 130 0.525786694 0.2734003158
#> 106 106 0.343615633 0.5300683179 3 325 0.120211486 0.3704585447
#> 107 107 1.459449627 -0.6034472734 3 109 0.039548105 0.1123805491
#> 108 108 1.830142646 0.5819424097 3 212 0.999833936 0.2532309152
#> 109 109 0.198801185 -0.6426627352 3 200 0.635159972 0.7040555137
#> 110 110 0.718641456 0.2682454824 3 20 0.890341783 0.9952926952
#> 111 111 -1.945778645 -0.6874721283 3 99 0.025967845 0.4859860372
#> 112 112 1.774002604 0.4745536959 3 16 0.832138345 0.9214907747
#> 113 113 -1.143197642 -0.1374314390 3 306 0.305445602 0.9150742623
#> 114 114 -0.386434836 -0.6879373090 3 326 0.571569438 0.0737914271
#> 115 115 0.894155211 -0.1302509843 3 165 0.812014707 0.6793928980
#> 116 116 -0.310806717 -0.2544932705 3 389 0.559666903 0.5612908166
#> 117 117 0.447664429 0.3329663747 3 84 0.742652935 0.9389180026
#> 118 118 1.108164430 -0.9254932348 3 394 0.659585741 0.7244608596
#> 119 119 0.674003494 -0.3736193310 3 379 0.798460793 0.9545813671
#> 120 120 0.668228821 -0.2536786497 3 134 0.976782323 0.8610969889
#> 121 121 0.012685555 0.0220926064 4 350 0.132267290 0.8212964148
#> 122 122 -0.025034696 -0.1212887196 4 280 0.914911452 0.6579057444
#> 123 123 1.402539755 0.4493912971 4 58 0.490537286 0.0120295680
#> 124 124 0.465888861 0.9003636707 4 126 0.508323238 0.7773824986
#> 125 125 -1.636275161 0.4357705247 4 12 0.860593015 0.7989792926
#> 126 126 0.486296620 0.9991054400 4 217 0.030651767 0.8622886380
#> 127 127 2.068814179 0.7957090032 4 338 0.992468718 0.0933096772
#> 128 128 1.633207290 0.9247355852 4 203 0.550274527 0.8236111037
#> 129 129 2.598863944 0.9616437922 4 335 0.022955033 0.2439644418
#> 130 130 0.260197041 -0.4320253376 4 64 0.156100253 0.5221534842
#> 131 131 -0.971689032 -0.5124276802 4 73 0.721847171 0.3505660000
#> 132 132 -0.176020281 -0.7157547320 4 393 0.648494300 0.6435795675
#> 133 133 -0.892075041 -0.7182144397 4 365 0.571712984 0.7133523170
#> 134 134 -1.931590043 -0.2014654265 4 399 0.774227252 0.4881931569
#> 135 135 -1.125739349 -0.5303851701 4 349 0.824727933 0.1821352595
#> 136 136 -0.650729414 0.6678386065 4 135 0.642195547 0.5924058044
#> 137 137 0.532992807 -0.6001322391 4 100 0.778295608 0.7838008751
#> 138 138 0.173707457 0.5961017306 4 177 0.223120453 0.2781395409
#> 139 139 0.303593253 0.3717121915 4 204 0.710836342 0.4138816565
#> 140 140 -0.335100124 -0.0845588250 4 209 0.419848915 0.2334053458
#> 141 141 0.934901892 -0.1417053603 4 82 0.386076719 0.3088052035
#> 142 142 -0.582426972 -0.4433133798 4 143 0.950407556 0.5045611926
#> 143 143 0.908961186 0.9830617388 4 215 0.246683022 0.6631101433
#> 144 144 0.215065316 -0.2717251829 4 159 0.928250172 0.6890876105
#> 145 145 -0.359015299 0.5852627186 4 183 0.811124956 0.5281848935
#> 146 146 -1.775578806 -0.8507764530 4 196 0.864337891 0.3788806314
#> 147 147 -0.452449807 -0.2151942332 4 216 0.834777953 0.3065848306
#> 148 148 -0.003092273 0.3582192971 4 59 0.547577095 0.5711941151
#> 149 149 0.575162670 0.7868173639 4 299 0.085818709 0.5917507522
#> 150 150 1.361367697 -0.4493902368 4 347 0.740005394 0.5240821026
#> 151 151 -3.172390663 -0.5422160015 4 22 0.162429042 0.9359628789
#> 152 152 -1.761062674 -0.5644104322 4 263 0.282994285 0.5516204431
#> 153 153 2.344058747 0.6503237756 4 25 0.517955795 0.9167222728
#> 154 154 -0.944953663 -0.1106878365 4 311 0.546705657 0.2199693359
#> 155 155 -0.920122147 -0.3308408912 4 172 0.807654965 0.3639557778
#> 156 156 -1.691073231 0.6751895975 4 233 0.823434107 0.7843281224
#> 157 157 -1.257837195 0.1391978119 4 111 0.745309148 0.0926203502
#> 158 158 -0.943845184 0.5675319890 4 239 0.579640643 0.3560557452
#> 159 159 -0.666119601 0.0196894612 4 253 0.545410918 0.3635555969
#> 160 160 -1.781604909 0.8359513953 4 283 0.454568366 0.4001872798
#> 161 161 1.255752492 0.9647626905 5 390 0.125017331 0.3516777235
#> 162 162 -2.713206037 -0.7597528794 5 243 0.288781185 0.3788610070
#> 163 163 -0.181988170 -0.0056338478 5 231 0.070128652 0.4222502233
#> 164 164 -1.332153035 -0.4019194893 5 290 0.480098029 0.1880924581
#> 165 165 -1.123917626 0.8735294770 5 388 0.366440907 0.9603877079
#> 166 166 -0.885256538 -0.8467567954 5 274 0.098407217 0.4350437385
#> 167 167 -0.342435899 -0.2121500918 5 363 0.293510523 0.0838602958
#> 168 168 0.698027808 0.6803908325 5 202 0.633540714 0.4224337991
#> 169 169 -1.354468655 0.2258792059 5 285 0.015297279 0.2160859436
#> 170 170 -0.415898422 -0.0048084706 5 385 0.954634371 0.4856988944
#> 171 171 0.571513122 0.4025009898 5 207 0.477518180 0.0981356197
#> 172 172 0.287933780 -0.1996847172 5 6 0.417058548 0.3234270227
#> 173 173 -3.866883411 -0.7497571842 5 255 0.501111534 0.1226919445
#> 174 174 -1.345445455 0.6188313798 5 13 0.555580719 0.1388838654
#> 175 175 0.544041748 0.2467902834 5 2 0.634192127 0.1881559577
#> 176 176 0.676388721 0.9437335990 5 356 0.034897547 0.3011440348
#> 177 177 -0.714871901 0.6231932286 5 35 0.937100703 0.9228579060
#> 178 178 -0.433700270 -0.7086969540 5 336 0.623169487 0.2230227611
#> 179 179 -0.899787755 -0.6899925228 5 300 0.800319836 0.6565216447
#> 180 180 0.515065150 0.4357114499 5 137 0.822706767 0.5976401174
#> 181 181 -0.253565779 0.3925550235 5 249 0.929303614 0.2068981430
#> 182 182 -1.002434361 0.2361991834 5 252 0.392619838 0.5023497301
#> 183 183 0.407670298 0.2768939128 5 121 0.346284988 0.9139282811
#> 184 184 -1.038708417 -0.8455301616 5 228 0.616157320 0.0226150453
#> 185 185 0.668660923 0.8716919934 5 201 0.596759166 0.1911933329
#> 186 186 -0.408772204 0.2135302778 5 392 0.945044875 0.6971109952
#> 187 187 0.008851634 0.6834293185 5 321 0.886025458 0.6327874877
#> 188 188 -1.813462910 -0.9844792299 5 77 0.208683637 0.8851770465
#> 189 189 -3.624342686 -0.4322259095 5 18 0.547968983 0.5855597949
#> 190 190 0.772838070 -0.9450797257 5 354 0.877833648 0.9150107377
#> 191 191 -0.275940920 0.3007093705 5 11 0.697633917 0.0663954183
#> 192 192 1.037871646 0.4549820200 5 317 0.489201869 0.0358745134
#> 193 193 -1.116252444 -0.6800320423 5 146 0.858296376 0.8071184061
#> 194 194 -1.791240365 -0.4016723861 5 186 0.230681097 0.8404251502
#> 195 195 -2.485639613 -0.7474533911 5 151 0.237920022 0.6137385394
#> 196 196 0.432769840 0.8575453209 5 227 0.583848535 0.8307773301
#> 197 197 1.155940385 0.9387864056 5 114 0.779015312 0.0757186643
#> 198 198 -1.412013467 0.0708704796 5 400 0.565830776 0.6655600984
#> 199 199 -0.897140624 0.2679892858 5 43 0.470625896 0.7157895947
#> 200 200 -2.693000794 -0.9543238045 5 297 0.736765194 0.5642220271
#> 201 201 -0.918084723 -0.2427671794 6 149 0.823293308 0.8086849058
#> 202 202 1.642371841 0.8438872457 6 270 0.170295606 0.1715297054
#> 203 203 0.864330078 -0.8054517172 6 211 0.215201880 0.4297959763
#> 204 204 1.373378412 0.7130959411 6 33 0.277012884 0.9525962349
#> 205 205 0.831937071 0.3648567619 6 240 0.291446701 0.3162350606
#> 206 206 0.608323191 0.1209985274 6 265 0.499579492 0.5820297936
#> 207 207 0.933498646 -0.7317592227 6 244 0.280696978 0.0339830292
#> 208 208 0.245126476 0.0227270080 6 92 0.482419770 0.2314430594
#> 209 209 -1.022122534 0.5905470806 6 199 0.768527569 0.4814132820
#> 210 210 -0.946338332 0.7493772428 6 65 0.526405207 0.0205086689
#> 211 211 -0.961240934 -0.1851658910 6 50 0.494246555 0.5471812345
#> 212 212 1.709335076 -0.1211192803 6 142 0.348353108 0.9058072709
#> 213 213 1.496865282 0.8459775224 6 344 0.682439300 0.2940684119
#> 214 214 -0.389213205 -0.5842537936 6 310 0.653839137 0.7295598013
#> 215 215 -1.003413366 0.8359664930 6 241 0.047600599 0.7501993731
#> 216 216 0.164832328 0.8729333798 6 3 0.441953876 0.8803033466
#> 217 217 -0.386258099 0.2084194710 6 150 0.313547616 0.2841317230
#> 218 218 0.983181806 0.6948077320 6 29 0.950595566 0.0560812822
#> 219 219 1.314073300 -0.4458762207 6 369 0.336801894 0.8102059164
#> 220 220 2.370018441 0.0019821320 6 163 0.961602019 0.8744601298
#> 221 221 -0.321852505 -0.1919521079 6 192 0.680885976 0.9401609953
#> 222 222 0.444179642 -0.1114270925 6 282 0.533677725 0.1629159648
#> 223 223 0.969972895 0.4844378387 6 316 0.888219401 0.7895457791
#> 224 224 0.928405568 -0.5639222460 6 322 0.771116520 0.7632550932
#> 225 225 0.764366294 -0.6585250562 6 345 0.221824500 0.4976859903
#> 226 226 0.401545928 0.5775171584 6 96 0.593949137 0.9133636139
#> 227 227 0.166691739 0.9651290369 6 238 0.980921835 0.5911460840
#> 228 228 1.695065943 -0.4736499898 6 162 0.540465803 0.7446568329
#> 229 229 0.325488677 -0.7226982219 6 268 0.184476725 0.2629910759
#> 230 230 -0.770127036 -0.3486775723 6 155 0.635831510 0.7788651891
#> 231 231 1.506482702 0.3244491168 6 398 0.630548947 0.5124009408
#> 232 232 -0.050503013 0.2251607017 6 251 0.704924704 0.2763609812
#> 233 233 -0.124401325 -0.1565096420 6 194 0.537410447 0.7283277968
#> 234 234 -0.561672377 -0.7875789311 6 380 0.419834987 0.5397535944
#> 235 235 -1.040097499 0.3579734731 6 158 0.940343766 0.2916158678
#> 236 236 -1.023727283 0.0632812646 6 358 0.283689528 0.8843667083
#> 237 237 0.664986191 0.9654654609 6 56 0.755500123 0.2716909370
#> 238 238 -0.070536308 0.2453685934 6 261 0.042820134 0.7990986593
#> 239 239 0.468155307 -0.6631466099 6 108 0.187164197 0.6906271838
#> 240 240 0.607120917 0.8368615513 6 79 0.062679186 0.4924187143
#> 241 241 1.018680705 0.0746165649 7 230 0.050515538 0.4091798202
#> 242 242 1.093528407 0.4246957391 7 40 0.882084969 0.8029459629
#> 243 243 0.212787037 -0.1649191747 7 168 0.442848863 0.1515725709
#> 244 244 2.316335978 -0.1838941709 7 178 0.138506994 0.0375153301
#> 245 245 -0.284700358 -0.0626243516 7 286 0.267017469 0.7930378378
#> 246 246 0.067707391 -0.6937845978 7 360 0.068288085 0.7990165157
#> 247 247 1.802811390 0.3736739638 7 368 0.849233428 0.2820514077
#> 248 248 2.220198791 -0.2542677191 7 44 0.705443780 0.5866858528
#> 249 249 -0.628892636 -0.9335333700 7 397 0.987702428 0.8697028048
#> 250 250 1.101730770 0.9854931459 7 340 0.938783779 0.6240715333
#> 251 251 0.903951367 -0.7138843909 7 276 0.626069878 0.7041703907
#> 252 252 2.908349572 -0.1963639851 7 144 0.318250612 0.4955518560
#> 253 253 0.590666085 -0.0457354398 7 219 0.596367547 0.4801448302
#> 254 254 3.102550337 0.7257214463 7 289 0.753097851 0.8401184436
#> 255 255 2.072195201 0.8754436295 7 85 0.448005894 0.6057622549
#> 256 256 1.449126149 -0.0818013041 7 94 0.825306363 0.3509830772
#> 257 257 2.726067952 -0.1424199170 7 281 0.434508602 0.7388838409
#> 258 258 0.245095472 -0.4157921760 7 80 0.783256761 0.6294971153
#> 259 259 1.338707331 0.7119700685 7 245 0.401373337 0.7624185190
#> 260 260 -0.936311178 -0.0374327740 7 288 0.273867389 0.9501613413
#> 261 261 0.539525843 -0.5286141983 7 355 0.253984208 0.2652584324
#> 262 262 1.912085996 0.2998344800 7 198 0.397880553 0.8503206393
#> 263 263 2.104279955 0.9714283384 7 328 0.073716681 0.5381066068
#> 264 264 0.585913630 0.5382065857 7 254 0.760976523 0.1322624478
#> 265 265 -0.387085851 -0.2770168553 7 342 0.440855827 0.7187199746
#> 266 266 2.825310573 0.7402821570 7 110 0.580456192 0.4742256689
#> 267 267 2.766199896 0.8878541966 7 72 0.496133124 0.2792978319
#> 268 268 1.964619725 0.5617555859 7 93 0.841568367 0.7062352244
#> 269 269 2.074288352 -0.1082357690 7 366 0.684853489 0.6549325623
#> 270 270 0.787899352 -0.4895637934 7 381 0.755842410 0.1210550060
#> 271 271 1.703383559 0.4907327555 7 242 0.010512490 0.6374937780
#> 272 272 2.869294457 0.6540385867 7 161 0.860731006 0.3054640365
#> 273 273 3.802468093 0.5674366746 7 128 0.297326810 0.2302718654
#> 274 274 1.420529961 -0.6678406890 7 23 0.850668873 0.6268043530
#> 275 275 -2.404897901 -0.3184686354 7 41 0.750309320 0.0657544753
#> 276 276 1.071551082 0.7895332542 7 104 0.695155318 0.3760742401
#> 277 277 0.553723503 -0.3419520203 7 39 0.221941116 0.2126299168
#> 278 278 4.475263339 0.7929601837 7 30 0.912318130 0.1680166253
#> 279 279 1.533268260 0.9166033086 7 373 0.610260223 0.7693962338
#> 280 280 -1.832254435 -0.3897914654 7 301 0.152176242 0.3717113021
#> 281 281 0.858670691 0.2568469862 8 225 0.386569945 0.0249704698
#> 282 282 2.849849589 -0.3476716103 8 89 0.597200171 0.6329794538
#> 283 283 1.187649547 -0.8820807929 8 48 0.532908602 0.6806662693
#> 284 284 2.110584269 -0.7869126415 8 296 0.029303329 0.9230161032
#> 285 285 1.115292562 -0.4067881024 8 152 0.670011465 0.0133782409
#> 286 286 2.487605988 -0.0697708484 8 107 0.111219683 0.4034480264
#> 287 287 1.210205243 -0.2258174820 8 83 0.545845098 0.0013430566
#> 288 288 2.588820386 -0.0478225746 8 102 0.355278284 0.3333391054
#> 289 289 1.914690940 -0.5636117873 8 258 0.833885740 0.8378628970
#> 290 290 2.580794354 0.0062603336 8 95 0.897203488 0.1288921887
#> 291 291 0.715548319 0.2557434463 8 51 0.172790436 0.4264309637
#> 292 292 3.003833745 0.4148988803 8 106 0.290414622 0.8799017903
#> 293 293 2.944304630 -0.3715099711 8 214 0.209118518 0.6427409705
#> 294 294 3.311581613 0.5458495528 8 220 0.399089205 0.2488822464
#> 295 295 1.555451538 0.1361266491 8 169 0.214940510 0.0900030937
#> 296 296 1.074674433 -0.6590216653 8 19 0.129973350 0.7766408718
#> 297 297 2.482920059 -0.0371528869 8 284 0.479275352 0.6460470243
#> 298 298 1.596195353 -0.0850865594 8 34 0.009523849 0.2436140818
#> 299 299 2.139472786 0.3135960577 8 173 0.245561408 0.5672009746
#> 300 300 -0.176758863 -0.7486364739 8 98 0.265604785 0.7136064060
#> 301 301 -0.340691755 -0.5065186196 8 193 0.621184485 0.0652861171
#> 302 302 2.159297128 -0.5433485690 8 4 0.248521128 0.7599088710
#> 303 303 1.527148935 -0.3674209169 8 293 0.938111260 0.9449899329
#> 304 304 -0.109653552 -0.0544213005 8 278 0.473601346 0.6622055240
#> 305 305 1.711275180 -0.5625130031 8 353 0.117948642 0.9698908525
#> 306 306 2.657946104 0.4414750417 8 213 0.441521021 0.8178705971
#> 307 307 1.568311227 -0.0811725953 8 395 0.384599111 0.4246150590
#> 308 308 0.634421441 0.3721295251 8 371 0.932549641 0.0278975538
#> 309 309 3.323165983 0.3897839799 8 17 0.921072695 0.8393545116
#> 310 310 -0.157634289 -0.5413182192 8 26 0.550938369 0.4855677651
#> 311 311 3.469546830 0.5860403762 8 247 0.420137917 0.8889182366
#> 312 312 2.757420394 0.6528994688 8 339 0.153472378 0.1182805900
#> 313 313 1.497685996 -0.5555916904 8 260 0.820818552 0.9430239496
#> 314 314 2.100803126 0.8507441184 8 24 0.987524946 0.0063320897
#> 315 315 2.652657689 -0.8620402743 8 138 0.575270520 0.6129808971
#> 316 316 -0.321166938 -0.5241972217 8 250 0.301477528 0.2656834009
#> 317 317 2.068197232 0.6522515570 8 396 0.632300913 0.2903679616
#> 318 318 3.796333999 -0.5932799890 8 218 0.148108655 0.2378175594
#> 319 319 1.392675079 -0.0877032052 8 166 0.199385881 0.0728293492
#> 320 320 1.394544224 -0.5506860954 8 208 0.950552051 0.2497938545
#> 321 321 -2.181779759 -0.8367629931 9 235 0.952649485 0.9405308915
#> 322 322 1.105230202 0.8288259143 9 180 0.643423026 0.0504717373
#> 323 323 0.299103497 0.6809951141 9 343 0.963056363 0.3732233008
#> 324 324 0.017867506 -0.5160491429 9 189 0.110163568 0.8400586133
#> 325 325 1.124590949 0.6498187729 9 256 0.431424904 0.0959550920
#> 326 326 0.241282156 0.6416666885 9 76 0.622240087 0.5789370753
#> 327 327 0.980633387 0.1043022601 9 117 0.837713705 0.5709830569
#> 328 328 -0.281542506 0.0888434914 9 28 0.746382655 0.2525010633
#> 329 329 1.117125304 0.5485448446 9 269 0.192322384 0.8738415379
#> 330 330 -0.728640871 -0.3416796564 9 141 0.555704879 0.0228248790
#> 331 331 0.523856181 0.3047532481 9 88 0.568367806 0.4068983237
#> 332 332 -0.104585446 -0.4192889458 9 195 0.375687667 0.6452586679
#> 333 333 0.086571132 -0.9974702997 9 331 0.621843572 0.0070970820
#> 334 334 -0.899827087 0.1812567730 9 156 0.923908009 0.2784528923
#> 335 335 -0.327262221 -0.3263843888 9 37 0.334446569 0.4345643036
#> 336 336 0.344252215 0.3737469171 9 271 0.135447781 0.9660988953
#> 337 337 -2.001297352 -0.7043758240 9 257 0.186877079 0.0828529764
#> 338 338 -1.101615300 -0.3489291538 9 112 0.715882894 0.9411280127
#> 339 339 -1.951101671 -0.6213847660 9 330 0.635915040 0.7880949765
#> 340 340 -0.576898439 -0.1414770819 9 308 0.991130765 0.3808233482
#> 341 341 -1.126263589 -0.1049334663 9 315 0.588899826 0.9256801512
#> 342 342 -0.902797710 -0.5779801020 9 191 0.171879038 0.4556058443
#> 343 343 0.552194201 0.6885634051 9 75 0.928717723 0.3037289574
#> 344 344 -2.197080617 -0.9901413033 9 188 0.892950525 0.4562519523
#> 345 345 -0.262445573 -0.7970823380 9 140 0.684191073 0.7451158687
#> 346 346 0.529215067 -0.1082813628 9 122 0.008112332 0.4392077900
#> 347 347 -1.870696991 -0.9330967176 9 351 0.171086059 0.0288458201
#> 348 348 1.852340069 0.3316532751 9 63 0.729454166 0.4380517432
#> 349 349 -1.730179145 -0.0004051249 9 69 0.487887308 0.0003081441
#> 350 350 -0.221337153 0.4563822066 9 234 0.934793848 0.1335419649
#> 351 351 0.174583242 0.8863607477 9 377 0.664279319 0.2595426950
#> 352 352 -2.058454287 -0.1795074074 9 382 0.872543221 0.1176272300
#> 353 353 -0.752049922 -0.6035984885 9 323 0.994163883 0.8617069940
#> 354 354 -0.692002603 0.0256400644 9 327 0.652520986 0.2032806599
#> 355 355 -0.435817240 -0.4932646379 9 181 0.111826189 0.9345353923
#> 356 356 0.827360375 0.9344215444 9 27 0.360094420 0.8166087500
#> 357 357 -0.310531126 0.0965321269 9 359 0.578520926 0.5333367961
#> 358 358 1.602541465 0.8665305553 9 229 0.928937111 0.8658891914
#> 359 359 1.306129424 0.9430375076 9 185 0.380883786 0.5178224763
#> 360 360 -1.638214365 0.1871645730 9 145 0.215055217 0.2845501811
#> 361 361 -1.268047291 0.1290700571 10 291 0.961537936 0.4479385151
#> 362 362 -1.822048315 0.2268931805 10 176 0.719469586 0.8066026238
#> 363 363 2.611730592 0.7132322532 10 206 0.256488979 0.6048767818
#> 364 364 0.829281601 0.6059019724 10 174 0.419455763 0.7828225470
#> 365 365 -0.930862204 -0.3340003453 10 167 0.704861408 0.2517714626
#> 366 366 -0.905993139 0.1685026735 10 71 0.578167409 0.7241959772
#> 367 367 -0.921638951 0.9815527024 10 171 0.396341634 0.1906652171
#> 368 368 -2.220283520 -0.3442604076 10 275 0.299536245 0.0885386942
#> 369 369 -0.509819336 -0.1179913618 10 118 0.750043749 0.8814451746
#> 370 370 -0.131404766 -0.1317986418 10 312 0.587734632 0.4036239707
#> 371 371 -2.075277449 -0.4613235523 10 70 0.211696755 0.9714663043
#> 372 372 -2.713317100 -0.5464809500 10 292 0.395086627 0.1331916868
#> 373 373 0.492709524 0.3952196091 10 115 0.831793559 0.6391849318
#> 374 374 -2.698777021 -0.7141728867 10 236 0.336016321 0.0863452626
#> 375 375 -0.809151214 0.0012689796 10 45 0.722247015 0.8057735439
#> 376 376 0.152408986 0.8219025210 10 175 0.049290797 0.1300353142
#> 377 377 -1.625260113 -0.1116333283 10 346 0.392692252 0.5076366123
#> 378 378 0.639995418 0.1927865422 10 266 0.138226157 0.2672930732
#> 379 379 -1.272354719 0.3750132225 10 348 0.971017512 0.5827158829
#> 380 380 -1.572505770 -0.9095729999 10 133 0.337985484 0.7076068183
#> 381 381 -1.208364581 -0.7508260184 10 148 0.522001930 0.6775658561
#> 382 382 -0.446097613 -0.1493401020 10 10 0.707785746 0.6773950446
#> 383 383 0.082213051 0.4455056740 10 8 0.007462253 0.2964806294
#> 384 384 -1.720793230 0.0644712844 10 187 0.126879997 0.0733539541
#> 385 385 -2.459372684 -0.0868085525 10 314 0.085256559 0.1871421491
#> 386 386 -0.575229201 0.6052440419 10 38 0.314833005 0.8872882838
#> 387 387 0.216414684 0.2744004112 10 36 0.986785345 0.8457384047
#> 388 388 -0.818330111 0.8397448654 10 319 0.550516509 0.4412613777
#> 389 389 -0.691070247 0.7471180828 10 52 0.784662683 0.4526858653
#> 390 390 -2.519502263 -0.6267953529 10 391 0.588398299 0.5176218466
#> 391 391 -1.102732160 -0.9434729703 10 179 0.885827860 0.6425564219
#> 392 392 -0.324941648 0.1829539058 10 294 0.138976784 0.5571263558
#> 393 393 -0.455044473 0.2910517678 10 259 0.253344581 0.0851187203
#> 394 394 -0.758382867 0.6022340860 10 272 0.690646366 0.2756956159
#> 395 395 0.263991277 -0.1986814104 10 120 0.182907603 0.6539147040
#> 396 396 0.351335102 -0.2725842092 10 295 0.820380509 0.5567755259
#> 397 397 0.599929941 0.4825311857 10 42 0.134202013 0.7898312830
#> 398 398 -0.763555752 -0.6335825622 10 21 0.046223387 0.1683430437
#> 399 399 -1.210706188 0.6397964223 10 375 0.901391606 0.8000954688
#> 400 400 2.435870892 0.9778621597 10 376 0.475442290 0.5152154223
#> expectedMean
#> 1 0.975350418
#> 2 -0.262215190
#> 3 0.511359452
#> 4 0.337197181
#> 5 0.769191050
#> 6 0.379806067
#> 7 0.697072423
#> 8 0.485163471
#> 9 -0.585381499
#> 10 0.669366283
#> 11 -0.526896015
#> 12 0.514663899
#> 13 -0.161520590
#> 14 -0.954803073
#> 15 0.374066631
#> 16 0.090522606
#> 17 -0.750755278
#> 18 0.711263357
#> 19 0.818887283
#> 20 -0.584187843
#> 21 -0.426146269
#> 22 0.677178524
#> 23 -0.417250258
#> 24 0.640102093
#> 25 -0.060774747
#> 26 -0.487319839
#> 27 -0.287901958
#> 28 -0.802052523
#> 29 -0.062350750
#> 30 0.397656357
#> 31 -0.557538856
#> 32 -0.126642100
#> 33 0.692598612
#> 34 -0.040263877
#> 35 -0.547372990
#> 36 -0.437611746
#> 37 -0.476959116
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