Process samples to a list that can be included to a dataframe
Arguments
- object
Stanfit object containing variable
par_nameor matrix with rows representing samples, columns representing variables.- par_name
Name of variable to extract when
objectis a stanfit object. Default to"y_pred"(variable containing predictions).- n_samples
How many samples to return. Default (=NULL) to all samples.
Examples
samples_to_list(matrix(rnorm(1e3), nrow = 1e2))
#> [[1]]
#> [1] 1.192816352 -1.444344362 0.255458729 -0.079880854 0.783372145
#> [6] 1.107952079 -0.452654070 -1.401415632 -0.509990723 1.562905383
#> [11] -0.347334211 0.683714301 0.825479660 0.311709224 1.763198672
#> [16] 0.261834809 0.138689204 -0.345026689 0.737805137 0.330902565
#> [21] 0.106067409 -0.878674610 1.463621162 -1.121818156 1.205909866
#> [26] 0.590022411 -0.535741379 1.187797648 0.551681421 -2.138907220
#> [31] -0.792653848 -0.695657374 1.094752616 -0.100362614 1.374677921
#> [36] 0.359881635 -0.911636110 0.372154103 0.824123998 -0.277860876
#> [41] 0.290705252 -1.462234408 -0.936234046 -0.005393725 1.146549255
#> [46] -0.300266206 -1.672400721 0.342697385 0.004421065 -1.329155221
#> [51] -0.755702197 -0.401535183 -0.142446497 -0.614792116 -1.294828736
#> [56] -1.256173491 0.480847546 -0.254530960 -0.698209465 -1.475120921
#> [61] -0.818271446 2.083201459 0.267543327 0.718185357 0.709885113
#> [66] -2.386306238 1.404265692 -0.209610722 -0.990249372 1.961966620
#> [71] 0.594045910 -0.281695649 -0.568785963 -0.065095506 -0.960744079
#> [76] 1.169699561 0.018659447 1.856655616 -1.113184454 -0.252767978
#> [81] -1.396072244 -0.619151548 0.263314005 -1.404014797 0.823751531
#> [86] -0.085016007 0.649380818 1.011451413 1.629933411 0.855285024
#> [91] -0.301875728 -0.395757012 0.252985427 -0.084844855 0.645852682
#> [96] -1.389283606 1.483731455 -0.064638732 -0.805267654 -1.934885466
#>
#> [[2]]
#> [1] 0.08484413 0.51687622 1.41375161 0.39713983 0.37010424 1.73923589
#> [7] -0.68153988 -1.11248045 -0.50197427 -0.45545620 -0.95503454 -0.34784849
#> [13] 0.22522393 -0.59512055 1.36536633 1.74617818 -0.17434665 1.00339677
#> [19] -0.48560012 -0.52588290 -0.13652250 1.08675927 -0.34185392 1.77385232
#> [25] -0.17168849 -0.87486044 -0.89005250 -1.11555464 -0.40113332 0.23996381
#> [31] 0.65854431 0.85166108 -0.62901011 -0.79454969 -0.40371944 1.30141076
#> [37] 1.20973243 2.28758844 0.70336470 -0.60386586 1.02624779 0.50741909
#> [43] -0.87608115 -0.71209045 -0.60493192 0.33180791 -0.38419582 1.86682384
#> [49] 0.05620488 -2.37549193 -0.05972797 0.42387511 1.41780153 1.51697497
#> [55] 0.95264669 -0.50883594 -0.93151956 -0.89403525 0.70194970 -0.29554239
#> [61] 0.35112089 1.03655147 0.28401640 -0.49001972 0.51862789 1.84030336
#> [67] 1.01635979 0.51043708 -1.98510890 2.17144117 -0.62395461 0.93994245
#> [73] -0.42718539 1.61985553 -0.28783710 -1.09983951 0.30297204 -0.74738746
#> [79] -0.62417622 0.40981039 0.26364199 -0.32743474 -0.26446903 0.33028409
#> [85] -0.27123434 -0.55850463 -0.48729364 0.91727594 0.46176051 2.40768979
#> [91] 0.68675647 -1.25265217 0.12767029 -0.88804576 0.93349971 0.93675224
#> [97] 0.49051353 -0.07953660 0.74045414 0.24437098
#>
#> [[3]]
#> [1] -0.06103008 -1.55866809 -0.18457723 -0.88789202 0.62763447 0.78208595
#> [7] -1.70301997 1.30401652 -0.94560273 -0.29895192 -0.11270688 -0.50888259
#> [13] -0.64262955 1.05189685 -0.98010827 0.57785397 0.27472747 0.28393422
#> [19] -0.79814933 -0.10147950 0.73936886 -1.94578575 -0.44878154 0.19015021
#> [25] -1.48560480 -1.53219433 -0.55113202 -0.16504810 -0.79828398 0.92665042
#> [31] -2.11625115 -0.97677426 0.03431268 0.45629474 -0.09319871 0.06120260
#> [37] -1.22382708 -0.17700586 0.15860971 2.64891611 0.15454608 -0.12561159
#> [43] 0.69867088 -1.39446424 -0.39846920 0.46239462 -1.17945094 1.39089009
#> [49] -0.60361621 0.70969501 -0.82249442 0.24869571 0.83113548 0.96840035
#> [55] 0.25300953 -0.27684488 -1.54461443 0.79494642 -1.40220043 -1.46796683
#> [61] 0.42130248 0.77903711 -1.34585675 1.31926771 0.36004228 -1.92500383
#> [67] -0.33658898 1.01111520 0.37400749 0.66263736 0.53660945 -0.07241280
#> [73] 0.62119347 1.71447523 -0.59025979 -0.70632172 -0.48962004 -0.79409250
#> [79] 0.41336026 0.44155262 -0.64997739 1.00788314 -0.10213169 0.32117748
#> [85] -0.39904470 -1.42034114 -0.90655113 0.82785448 -1.31127320 1.06918203
#> [91] 0.12117447 1.57529572 1.58688605 -1.46125005 0.97518429 1.11455494
#> [97] 2.61778081 -1.76995515 -3.23740021 0.30700413
#>
#> [[4]]
#> [1] -0.174265752 0.657495410 -0.008831523 0.421837595 0.650005772
#> [6] 0.390177072 -0.768557294 0.856942396 -0.353348987 0.406633202
#> [11] 0.182891462 -1.876715379 -0.510741518 -0.158000116 1.215151659
#> [16] 0.042218893 0.397407043 1.290503157 0.866671362 0.616154225
#> [21] -1.482557543 0.136187368 1.294988672 -1.290650016 -0.977093403
#> [26] 1.580500626 -0.198718784 0.178222356 0.942686623 -0.723284390
#> [31] -0.396482359 0.315830272 -1.304693990 -1.809377201 -0.918340185
#> [36] 0.328061194 0.197851881 -1.143879686 -0.064507457 -0.711701969
#> [41] -1.948634720 0.305012422 -1.510894658 -0.488629527 1.941073936
#> [46] 0.088127170 -0.471546085 0.356480834 2.437968092 0.842094303
#> [51] 0.838628315 -0.177798768 -0.337828787 1.883786434 -0.115525568
#> [56] -1.072619499 0.173673376 0.601400133 0.096800691 -0.345193170
#> [61] 0.368975842 -1.539204524 -2.565885119 0.447413479 -0.454570556
#> [66] -0.060526601 -0.589556414 0.250647396 0.130262580 0.209611195
#> [71] -1.263310840 -0.663480994 -0.444005565 -0.589947306 -0.509446904
#> [76] -0.319052393 0.940056781 0.545919126 0.887302535 -0.576802660
#> [81] -0.652275997 0.586327429 -1.590766030 0.603602495 0.765801044
#> [86] 0.798276526 -0.092398312 -0.932317441 0.302354993 1.589085197
#> [91] 0.913859114 -0.476254330 -1.533084543 -1.742228969 0.189036168
#> [96] 1.209282466 -0.203970419 -1.557476513 0.371621987 0.459539957
#>
#> [[5]]
#> [1] -0.86277594 0.67292393 -0.59329735 -0.13489906 -0.04633516 0.35199693
#> [7] 1.62280594 -0.79464507 -0.23049986 -1.44351177 -0.52425207 1.26628943
#> [13] -0.71617199 0.14548212 0.96053098 -0.67424691 1.12467803 2.47293735
#> [19] 1.74020335 -1.53075669 1.41702094 -0.39685031 0.48999401 0.71862163
#> [25] -1.78788581 1.20675202 -1.57149222 1.10356699 1.72887445 -0.11600011
#> [31] -0.07319157 0.30214692 0.14651204 1.50528851 0.07467346 0.40495924
#> [37] 0.13197059 0.79605215 0.35968998 0.71575058 0.11974905 -0.72601810
#> [43] -0.27974141 -0.57414146 0.52048222 -1.23750182 -0.74541211 1.58557275
#> [49] -0.35586285 -1.51305956 1.51557414 0.84428005 0.33901072 0.49973128
#> [55] 0.87800578 -0.82969225 0.43109539 -1.25098050 0.68328345 -0.79931099
#> [61] 0.40124381 -0.02780726 -1.30972238 -0.70708721 -1.46737704 -0.08421625
#> [67] 0.05817145 -1.41343575 -0.22945194 0.66127757 -0.97509056 -0.69556901
#> [73] -1.28258947 -1.30746432 -1.50847617 0.19102599 1.61651866 -0.19085495
#> [79] -0.03855950 0.56202508 0.64327098 0.30449537 -0.39741918 0.37146595
#> [85] 0.96195119 0.71031599 -1.14549838 -0.98185265 -0.92117508 -0.06650559
#> [91] -1.31892585 -0.58514071 -0.26759452 0.23861358 -0.31664116 -1.28955774
#> [97] 0.90584001 0.02976631 -0.34927184 0.58408005
#>
#> [[6]]
#> [1] -0.27064906 -0.59792633 1.11260749 -0.27365534 1.20093166 0.36723092
#> [7] -0.74724124 -1.41487085 -0.93108864 1.43418487 1.44503438 -1.02784713
#> [13] 0.27790238 -0.39761916 0.25374031 -1.26047622 -0.11465603 1.39502319
#> [19] -1.47615111 -0.08441358 0.54650824 -0.82054972 0.52879615 -0.22545194
#> [25] 0.15845059 -1.75429575 -0.38745576 0.75426858 0.63401004 0.35567270
#> [31] 0.86643619 0.27126674 0.63315895 0.78528378 -1.39431105 -0.12315526
#> [37] 1.65625632 -0.58826145 0.72493595 -1.04506180 1.65335447 -1.09639133
#> [43] -0.51611585 -0.26687012 0.63262447 -0.17403882 -0.39223928 -0.33492180
#> [49] 0.26835997 0.52749529 0.68708263 0.83221930 0.45659361 0.24648807
#> [55] 0.32907091 0.29811925 -0.49550869 -0.13439721 0.00860995 0.81829294
#> [61] -0.89852773 -0.72530289 0.43793313 -0.83728747 -0.80291812 -0.06528758
#> [67] -1.32739903 -0.69440341 -0.64270406 0.41587004 0.94736761 0.10276019
#> [73] -0.54905999 -0.92219076 0.20959217 0.11715161 1.34632425 -1.24548202
#> [79] 0.20879001 -0.54308209 1.39308285 1.05017220 -0.10679694 -0.58353832
#> [85] -0.31568020 0.47630777 -1.10421098 0.24695358 -0.48491616 -0.61965897
#> [91] -0.18863221 -0.90766227 0.34789709 0.43510151 -1.31491747 -0.39270947
#> [97] 0.87004058 -1.09073773 -0.59826094 0.88819035
#>
#> [[7]]
#> [1] -1.378913534 -1.651805843 -0.560608081 -2.174049106 -1.061595905
#> [6] 1.040918777 1.065953354 0.694540276 0.139099757 -0.201092837
#> [11] 0.033904279 0.363965989 0.124707178 -0.565872772 0.141839251
#> [16] 0.353873280 0.719574788 1.168043576 -0.863860579 1.091431232
#> [21] 0.443296812 -2.562523538 2.284566149 0.067855920 0.373212837
#> [26] 0.121768686 0.582370503 1.082792223 0.720162148 0.086594651
#> [31] 1.393854437 -0.295764492 -0.511164709 0.371753698 3.077088151
#> [36] -0.841773477 -0.757351584 0.225515311 0.821011433 0.443006006
#> [41] -0.796659635 -0.545376677 0.543297629 -1.661003664 0.523849432
#> [46] 1.330772482 1.611648232 0.072022299 -0.710756752 -0.871306717
#> [51] -0.307498250 -1.738088974 1.040427979 2.256791945 1.741951478
#> [56] 0.111568078 0.778078319 1.293373040 -0.291159884 0.531275075
#> [61] 0.055874846 2.098537411 0.777969786 0.017406662 0.909998561
#> [66] 0.054319704 1.710472073 0.661729231 -0.610819108 -0.102528388
#> [71] -0.769892028 -1.250920393 0.569002047 -0.611318615 0.397500945
#> [76] 0.896814349 0.005403033 -0.850009853 1.241061065 0.364704370
#> [81] -0.775399745 -0.395000655 -3.262717401 -0.915951797 1.264955073
#> [86] 0.096894386 -1.509469689 0.063721662 -2.142291259 0.349268423
#> [91] 1.634436182 2.003644354 0.220709202 -0.765586295 -1.118195566
#> [96] 1.020963508 0.880848356 -1.647363168 0.240867062 -2.122455318
#>
#> [[8]]
#> [1] 0.11313826 0.25818136 -0.57919735 -0.04287906 0.75483207 -0.16765081
#> [7] -0.75245662 -0.59244911 -1.32180897 -0.45743264 2.90270571 0.61997324
#> [13] -3.51803913 -0.04368998 0.25764244 -0.22623901 0.40793869 0.07640337
#> [19] 1.38634507 0.93422264 1.30137733 0.32791961 -1.16004958 0.75403149
#> [25] 1.09331454 1.22328185 -0.41623610 -0.66327214 0.99175861 -0.18927626
#> [31] -0.36397755 0.17534740 1.20970475 0.32591187 -0.10945910 0.03397584
#> [37] -1.21728965 0.51167018 1.17094139 0.34454991 0.54983876 -0.95612763
#> [43] 0.30716056 0.09151208 -0.93636236 1.90577393 0.33369602 -0.44658884
#> [49] 0.33714160 1.00830968 2.43336661 0.68526645 0.28961148 -0.13567761
#> [55] -0.15330647 -1.01651397 -0.06133107 -0.40519219 -0.68370077 0.73367431
#> [61] -1.68757778 0.33437046 -0.54043706 1.02046305 -1.00433366 -0.11780586
#> [67] 0.49529099 2.58014889 1.80346755 -1.23211530 -0.06505926 -1.13000150
#> [73] 0.82501143 0.59267509 -0.66034799 0.05987437 -1.05545080 0.98828970
#> [79] -1.35048647 -1.12441979 0.22991078 -1.02374175 -1.08769667 -1.34363433
#> [85] -0.35955168 -1.25745660 -1.15764579 -0.19059760 -0.50379130 -0.46928925
#> [91] 1.00168370 1.27346352 0.61625003 -0.45335837 0.52291020 0.35340073
#> [97] 0.22512154 1.64184381 -0.85181344 -1.80005350
#>
#> [[9]]
#> [1] -0.343881985 -2.134494444 -0.134482408 -0.266116528 0.321186231
#> [6] 0.531502473 -0.014906647 1.030454468 -1.753157700 -1.183287727
#> [11] -1.305423747 -0.520529285 -1.034937208 0.582139467 2.483638919
#> [16] -0.965248566 0.035295043 0.523856760 0.106144678 0.372260544
#> [21] 0.841765649 1.860808703 -1.010373717 -0.177632029 2.024361762
#> [26] 0.634418718 1.158487264 1.290535988 -0.144495121 -0.251715293
#> [31] 1.248173043 0.143074636 -1.385329844 0.844608897 0.152772403
#> [36] 0.064325634 0.861263761 -0.273301258 0.560629369 1.290768491
#> [41] 1.524215763 -0.620363005 0.505385695 -0.782027287 -1.123941254
#> [46] 0.465798155 0.521638593 0.510090302 0.439940673 -0.111903188
#> [51] -1.398188537 -0.411521208 -0.142930663 0.794905960 -0.574940440
#> [56] -0.293892923 -0.290658114 0.231612869 -0.067205397 1.244004813
#> [61] -0.293926347 -0.073971454 0.799525641 -0.770533606 0.245472769
#> [66] -1.566192019 -0.822696777 -0.644508315 -0.298573710 -1.037365350
#> [71] 0.124802637 0.811443555 2.256749672 -0.613394724 -0.071723617
#> [76] -0.813328645 0.037673482 1.185847732 0.334429189 0.250543996
#> [81] 0.296057310 -0.509491535 0.201138185 0.006443739 0.355031041
#> [86] -1.391452022 1.274653131 -1.386808735 -0.603088708 0.338214355
#> [91] -0.086534307 0.820669672 -0.078786266 0.026965436 -0.570338527
#> [96] -0.268144920 0.742066313 -0.256792876 -0.920429958 -2.045600298
#>
#> [[10]]
#> [1] -1.165839542 -0.838151113 0.714856201 -0.512552266 -1.101897286
#> [6] 0.531503905 -1.885063653 -0.988782348 -0.202846034 -1.937313888
#> [11] 0.890362697 -0.112423112 -0.224072409 -1.283825031 -1.342499017
#> [16] -1.070571511 -1.552867101 -0.493495109 0.238320886 0.027418373
#> [21] 0.228853710 -0.069811729 0.961724978 0.420007325 -0.384825946
#> [26] -2.155742917 -1.309645316 0.425808345 -1.527475420 -0.075326634
#> [31] -1.724481025 0.312383488 -0.557059748 -1.112549886 0.673401399
#> [36] -0.001044417 -1.149541691 0.964228573 0.405855477 -0.509258781
#> [41] -0.917171363 0.383263335 1.032982066 0.130521400 0.889833963
#> [46] -0.672486250 0.074985296 2.301279647 0.032755084 -0.069560798
#> [51] 0.515621994 1.392966545 1.018563171 0.053010557 0.580274753
#> [56] -0.594179494 -0.371855338 -1.423035200 -1.140483817 1.268504739
#> [61] -0.280104390 0.911053990 2.004394540 0.247140421 -0.429076094
#> [66] -2.183755122 -0.123634896 0.287383879 -0.371599269 1.626562257
#> [71] 0.309908346 -1.564040664 -1.230623465 -1.370197482 0.106555805
#> [76] -0.398825492 -0.353406130 0.234501126 1.769789884 0.457876384
#> [81] 1.143758112 -1.307722621 -0.942549601 -0.094961251 -1.130046974
#> [86] -1.456208037 -1.698717514 -1.240826691 -1.058299049 -0.754378567
#> [91] -0.585106942 0.558142081 -0.019006583 -0.169356024 1.295330716
#> [96] -1.426059996 1.754103727 -2.115575269 1.009702424 0.254535083
#>