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] -1.885182210 1.485105629 -1.409276775 -1.264273327 -1.116836503
#> [6] -0.606148294 1.052341793 2.703803826 -1.231752234 0.574650154
#> [11] -0.867083875 1.294509378 -0.277401449 -0.423005668 -0.444667479
#> [16] 0.698511833 -1.220886545 0.417633585 2.653131735 1.443847730
#> [21] 0.292958229 0.415582028 -0.480793381 0.611136834 -1.354127091
#> [26] 0.008165982 0.063951847 -0.678440573 -0.894198702 0.996269585
#> [31] -0.228075754 1.046937379 -0.729782153 0.421128342 1.023689672
#> [36] 0.663597986 -0.065235086 -1.379501641 0.406370310 -0.671915292
#> [41] 0.570893481 -0.190722809 -1.382687907 -0.417600275 -1.836224625
#> [46] -0.776087496 1.212265977 -0.328009862 0.290032097 0.609304700
#> [51] -1.263316070 -1.608600694 -2.252128727 -0.557479608 -1.170584092
#> [56] 0.090016290 1.083716601 -0.767988597 -0.389547599 1.295696961
#> [61] 0.997376046 0.039803670 0.712188498 0.493212825 -0.900669061
#> [66] 0.040815423 0.734572468 1.980806312 0.275609400 -0.987717454
#> [71] -0.913698036 -0.731226916 0.051657911 1.017777398 -0.558320053
#> [76] 0.417023692 -0.077186503 -0.403291076 0.314777374 0.740077907
#> [81] 1.368782011 1.169922394 2.510816011 -1.135979048 -1.035556492
#> [86] -0.633043971 0.927324201 0.382202717 2.048867130 -0.786858525
#> [91] 1.542581014 0.099938762 0.356749480 -0.914530830 0.594297097
#> [96] -0.567070551 -2.385654854 0.794389081 0.691848129 0.755027049
#>
#> [[2]]
#> [1] -0.079569075 -0.357340899 -0.005912703 0.260379148 1.040858241
#> [6] -1.189013786 0.853000565 -0.266470528 -0.359544340 0.460420773
#> [11] 1.009677687 -0.732564657 0.039160230 1.838926035 1.583506067
#> [16] 1.350733405 -0.676214270 -1.886787252 0.228617389 1.033223751
#> [21] -1.192859948 -1.128250471 -0.089524133 -0.090524225 0.189735394
#> [26] -0.714459653 1.237599744 -2.003873208 1.241366481 -0.196531104
#> [31] -0.524328733 -1.237618905 1.661563505 0.771291699 -1.029744501
#> [36] 0.047775816 -0.590238675 0.494290809 -0.351905633 -0.635511153
#> [41] -0.390074926 1.244012102 -0.028429389 0.329241560 -0.858507647
#> [46] -1.656271456 0.649955424 1.274596015 -1.785577716 0.623895080
#> [51] 0.444014002 0.350660781 -0.807652159 -0.605021692 0.697781599
#> [56] -0.031141958 0.247677475 0.600882066 0.439687697 -0.836108168
#> [61] 0.316780657 0.444698007 0.004971021 -1.207579309 0.432889114
#> [66] 1.298635205 0.611055229 2.546062895 0.758101927 0.344185388
#> [71] -1.156977123 -0.384422508 1.119530546 -0.608891649 0.466645346
#> [76] -0.139423348 0.264246422 0.788224799 -1.706713389 -1.876012604
#> [81] 0.325638995 -0.625151913 -1.441009137 2.621596253 0.434057591
#> [86] 1.300752250 0.970186169 0.542455909 -1.169924554 1.600069698
#> [91] -0.845653584 -0.554268732 0.689870631 0.192119935 0.808481629
#> [96] 0.871194191 -2.411271022 -1.061411448 2.092406721 0.294674823
#>
#> [[3]]
#> [1] -0.70022267 0.73920842 0.45318641 -1.46165997 -0.16419907 -0.60340079
#> [7] 0.80006592 -1.57763840 1.59642912 0.68955281 -0.55477906 0.65221753
#> [13] 1.04899717 -0.86231466 1.85930896 0.15371554 -1.23707155 -1.54220997
#> [19] -1.52653228 -0.30696845 -0.47466047 0.03917443 -0.66133654 -0.42859914
#> [25] 1.42768151 0.85754397 1.29908716 -2.16486793 0.81835090 -0.26274494
#> [31] 0.45022697 0.10515939 -0.23074925 -0.62950216 1.13286042 0.49975901
#> [37] -0.83832600 -0.96057558 0.40600496 0.98271214 1.62902751 0.30594422
#> [43] -0.93197288 -0.30972745 -0.26536897 -0.05596398 1.32663592 -1.05085954
#> [49] 0.13800123 2.20205347 -0.03470886 1.13161017 -1.01291708 -1.58138542
#> [55] 1.29294792 0.12734320 -1.60284719 -0.66075517 0.85036568 0.36241109
#> [61] -0.05875674 1.95357644 -0.04062259 1.01101108 -0.06566995 0.52427448
#> [67] 0.55956117 0.81802062 1.66279832 1.53185481 -0.93657454 0.15133578
#> [73] -0.69663494 0.65645164 -0.79550805 -1.08189505 -0.47826561 0.97378726
#> [79] 1.05856173 -0.33791268 1.25657327 -0.34675041 -1.08670773 -0.56801224
#> [85] 0.21511185 -0.49592932 0.68928334 0.33877736 -0.76979331 -1.04958441
#> [91] -0.74481945 -0.19531328 1.27199989 -0.32259585 -0.12063043 -0.02544976
#> [97] 0.15553939 0.96873271 1.00349685 -2.08212558
#>
#> [[4]]
#> [1] 0.64585281 0.34602423 0.26857316 -0.09970610 -0.50137944 -0.62120538
#> [7] -1.26875484 0.17900096 0.07804341 0.23067173 0.68900028 0.95525708
#> [13] -2.14835191 0.53057603 -0.06678455 0.12570083 -0.28682257 0.47131915
#> [19] -1.79689020 0.08535018 1.46847025 1.02469389 -2.70108694 0.27185985
#> [25] -0.33438377 -1.65623074 -0.05527014 -0.38699272 -0.39998556 -0.38380616
#> [31] -1.66614632 0.01511392 0.97585784 0.34593748 -0.84958935 0.57138192
#> [37] -1.18892661 1.25698354 0.27402202 -0.37438611 0.97570634 -1.82770901
#> [43] -0.52157040 0.88496492 -0.43743027 -0.20434397 -0.43577216 0.48519445
#> [49] -0.14143107 -0.39534904 1.58067706 0.86032206 0.55404556 0.13718514
#> [55] -0.71796052 1.61253865 0.24786470 -0.87294116 -1.03067565 1.48527591
#> [61] 1.36583998 0.88339244 -0.90761500 0.35475204 -0.80623503 0.46025516
#> [67] -0.13247367 1.36656879 -1.50903090 -0.93240515 -1.03975938 0.57843068
#> [73] -0.88461775 0.02805359 0.76261731 1.47735930 0.03287525 0.70378889
#> [79] 1.14170332 -0.01035263 -0.83896767 -1.38182287 0.49380602 1.34441430
#> [85] 1.02662218 0.37495700 0.49899591 -2.18476523 1.24611269 -1.12259640
#> [91] 0.10581760 -1.14064360 0.24539688 -1.99551426 0.81935467 0.14382902
#> [97] 0.21778939 0.06851911 2.90911575 0.04372531
#>
#> [[5]]
#> [1] -2.03435460 1.22187780 0.41352832 -0.74435114 1.49982101 2.63006841
#> [7] 2.34025844 1.00818135 -0.22858542 0.71226621 -0.48273615 0.09478431
#> [13] -0.15878734 1.07128093 0.11236398 1.93707352 -1.60300480 -1.83244963
#> [19] -0.06934179 0.90733976 -0.74827256 1.71954846 -1.98166990 0.81408961
#> [25] 0.34367086 -0.28736719 -0.96758373 -2.76192283 -0.82892680 -0.92627071
#> [31] -2.80229907 -0.50536198 -0.34303890 -0.62494203 0.47913881 0.39288860
#> [37] 1.04944303 1.50262445 0.25465166 -1.48050594 0.62418032 0.99160197
#> [43] 0.47319546 -0.21030071 -0.91924223 0.15502744 1.62080324 -0.18033604
#> [49] 0.15280566 -0.67742608 -0.16566342 0.28986639 1.04008158 -0.27458659
#> [55] 0.71446511 -0.32770891 2.57926739 0.51784090 -0.81237376 2.24004318
#> [61] 0.57392446 -0.24419747 0.36469388 0.47848639 -0.74741509 -0.58580498
#> [67] 0.81984989 -0.68913350 0.67861801 0.63313145 -1.26938774 -0.43311584
#> [73] 1.05673363 2.17221597 0.38924272 0.24855281 -1.37060954 -1.13953214
#> [79] 0.29004423 0.18658272 -1.07630010 -0.43726629 0.38338733 0.59828260
#> [85] 0.20830616 1.40212242 -1.19585221 -1.43146305 0.55635863 -0.83940300
#> [91] 0.57388077 0.78154562 0.84100003 -0.01878956 0.79153663 1.16131117
#> [97] -2.10546294 -0.24957478 0.82966382 -0.62701578
#>
#> [[6]]
#> [1] 0.879523511 0.545333630 -0.019001299 -0.945680689 -0.576730396
#> [6] -0.207042581 0.336817925 0.298815255 0.108870259 1.598633821
#> [11] -0.831500086 -0.936120220 -0.892454622 0.763323551 0.485710112
#> [16] 0.353483964 0.979249607 -1.253620802 -1.781204648 -0.241597305
#> [21] 0.366877697 -0.981608482 -2.133639750 0.565177869 0.356414560
#> [26] 0.941147432 -0.706161599 1.036431170 -0.503635040 0.160716009
#> [31] -0.792661186 -1.451544063 2.209182665 0.913431821 0.267468854
#> [36] -1.091500624 1.187091207 0.313880515 -1.016363889 -0.683341213
#> [41] 0.277859440 1.017499482 -0.148002370 0.152928961 1.478002812
#> [46] -0.545550192 0.406422378 2.000152894 0.346622456 -0.203976399
#> [51] 0.908102663 -1.067338448 -0.129707548 -0.079325698 0.470661758
#> [56] 0.258019081 -0.600750361 -1.818119025 -0.961900162 0.080790497
#> [61] -0.616233616 -0.660061788 -1.274224168 1.203963447 1.215426163
#> [66] 0.197249018 -0.912645937 -0.672906874 0.835836155 -0.757759067
#> [71] 1.091721424 0.171217647 -0.643920002 -0.141601494 0.566006803
#> [76] -0.997968658 -0.945871928 -1.333327537 1.422882148 -2.144413148
#> [81] -0.157713459 0.208864019 0.398735412 0.254721293 0.603076925
#> [86] -1.957453144 1.336658775 -0.292231777 -0.949667512 -0.725664483
#> [91] -0.964688224 0.407766795 0.230652561 -0.002481081 0.163327006
#> [96] -0.531545759 -1.150778455 -0.839336863 0.047613558 -0.623317847
#>
#> [[7]]
#> [1] 0.564940697 1.870197677 -0.903672639 0.569737515 1.342271978
#> [6] -1.695259958 0.878230142 1.538807622 -0.218224055 0.021311855
#> [11] -0.261843203 -0.773387544 -1.034177314 0.239601944 0.436251248
#> [16] 0.946562330 0.566989690 -0.683188133 -2.120194934 0.392399537
#> [21] 0.488346226 -0.643152393 0.366685188 -0.349584368 1.811511491
#> [26] 0.393995928 -1.669623364 -0.209687367 0.607540693 -2.442213660
#> [31] -0.805658553 -0.487432382 -0.897161781 0.881141938 -0.725634256
#> [36] 0.140559749 1.774539240 0.658900095 -0.188181089 0.123445719
#> [41] 0.742210635 0.012199201 0.650342159 0.804621820 -0.966893835
#> [46] -1.789950834 -2.285816677 0.598471966 -0.271087890 -0.861005884
#> [51] 0.436631716 -1.678770784 -0.903780822 2.039974325 0.191768154
#> [56] 0.422037205 1.425104590 -0.017557913 0.417568168 -0.053184152
#> [61] -1.586748363 0.073071469 0.475058812 2.426402951 -0.325803092
#> [66] -0.188479727 -2.413689381 0.960841194 -1.787189053 0.591219171
#> [71] 0.292244219 1.353687996 -1.520739268 -0.463780281 -2.025791111
#> [76] -0.419603495 -0.181850664 0.891754322 -0.100053621 -0.031201893
#> [81] 0.198322759 -2.421440561 0.727534559 0.312976583 -0.826169454
#> [86] -0.014622325 0.112393451 0.265332731 -0.300193340 -0.005004081
#> [91] 1.675171431 -2.205185337 -1.827085941 -0.142974952 -0.825564089
#> [96] -0.860903872 -0.898814062 -0.735604073 -0.072757355 -0.918872963
#>
#> [[8]]
#> [1] -0.22173494 -0.02754112 -1.66895864 0.73250240 0.14242400 2.03653985
#> [7] -0.47332138 -0.14071364 0.17711375 -0.72550574 0.72479654 0.09554315
#> [13] -0.62988079 -1.16235121 -0.46730166 2.19778896 -0.02471908 1.40222789
#> [19] 1.23910645 1.18630829 1.58123794 0.48236966 1.59533335 -0.40371451
#> [25] 0.20994043 0.38356497 0.13491488 -0.46903500 -0.99382491 -0.10698836
#> [31] -1.93762832 -0.33836235 1.23881989 -0.81765733 1.14633687 0.42427250
#> [37] -0.20783742 -0.13062761 -0.87668355 0.52088069 1.75113462 -0.14483898
#> [43] -0.56127748 0.01921659 -3.03553722 -0.30233090 -0.54617002 -0.43411019
#> [49] 0.94111873 -0.35410199 0.81961618 -0.35340102 0.65801836 -0.31289560
#> [55] -0.44623718 -0.71042634 1.35424596 -0.86773765 0.28505023 -0.27796537
#> [61] 1.50830628 0.13615927 -1.37686683 -0.25690785 -0.17857491 1.08615165
#> [67] 0.78906536 0.13355519 -0.19135911 1.44391378 -0.59015169 -0.12058176
#> [73] 0.61983000 -1.43810370 0.36712627 0.34588068 -2.03642093 -1.56410927
#> [79] -0.32017508 2.02194998 0.51166897 1.04765877 0.23914818 1.53216967
#> [85] 0.62830540 0.40941735 -0.07610928 -1.03404306 -0.08620944 0.15598272
#> [91] 0.19767442 -0.63487460 1.62210313 0.74848509 -0.90447760 -0.82251136
#> [97] -1.80200134 1.12813425 -0.33608343 0.18396453
#>
#> [[9]]
#> [1] -0.430358149 0.067115160 1.066261334 -0.513929737 -0.442503802
#> [6] 1.423342676 -1.110745460 -1.460603316 -1.104862706 1.543810991
#> [11] 0.075517566 1.364027545 1.165429895 -0.738057756 0.639732143
#> [16] 1.065551700 0.078646671 0.471813129 0.505330085 -0.945990526
#> [21] 0.509230957 -0.305771856 1.088550786 -0.570355446 -1.214357573
#> [26] -0.102892876 -0.014228219 1.460418538 0.561713902 -0.228537291
#> [31] 1.316174414 -0.368246287 0.690790457 -0.087100285 -1.899492929
#> [36] 0.252593800 -0.309752623 0.158315387 0.924046946 0.753585453
#> [41] -0.485395666 0.359642318 -0.431370317 -0.205457263 -1.518699120
#> [46] -1.211109525 0.287891608 -2.238908768 -1.540904940 2.108437245
#> [51] 0.251262514 -0.900152629 -0.319146951 -0.437684745 0.110136732
#> [56] 0.512480900 -2.006250883 0.002062205 -0.058008295 0.855118266
#> [61] 0.579701319 -1.718023419 0.673652500 0.208317584 0.410008945
#> [66] 0.889257244 -0.341292755 -0.821948038 -0.587377854 -0.154391876
#> [71] 0.011907158 -3.818226503 -1.225663959 0.289908563 -0.304752707
#> [76] 0.803623695 -0.383241046 -0.151244278 1.260709741 -1.021518755
#> [81] 0.318245580 0.114133408 1.048249767 0.664555363 1.003005242
#> [86] -0.624877065 -0.249388611 -0.332908030 -0.329281459 -1.462578483
#> [91] -1.327308076 -0.482600203 -0.438577428 0.249063791 -0.688772346
#> [96] 0.698595638 -0.824830541 -0.385536317 -0.678549382 -0.127472943
#>
#> [[10]]
#> [1] 0.572242340 0.225426410 -0.111652316 1.038766304 -1.466892749
#> [6] 0.124148121 -0.262233190 0.913772707 -0.775964879 -1.129281916
#> [11] -1.154179655 -0.609612940 -0.814947310 0.961700663 -0.226345613
#> [16] 0.586481422 0.704025800 0.154287797 -1.435837325 -1.174066080
#> [21] -0.957994124 -0.644200596 0.182096221 -0.126896221 2.217299043
#> [26] -0.618023279 -0.891732843 0.733735810 -1.238245665 0.204431211
#> [31] -0.293852734 -1.417239224 1.613021742 -1.132934488 -0.479075780
#> [36] -1.219403075 -0.385326305 -0.389775233 0.277285977 1.241678046
#> [41] 1.026919591 0.003394658 -0.339272378 1.412783243 1.271441293
#> [46] 2.335385593 -0.896087555 0.769887213 1.016389930 0.560748449
#> [51] -2.975959115 1.133730972 -0.140103733 -0.676420319 -0.356788035
#> [56] 1.876413735 1.312576995 -0.302971145 0.825505656 0.570664669
#> [61] 1.815765648 0.003291955 -0.716833898 -0.468821391 2.552609838
#> [66] 1.569221987 -0.154383930 -0.295184085 0.864414651 0.938340156
#> [71] -0.937839280 2.632410087 2.067485792 2.120436673 1.307755508
#> [76] -1.339179109 0.849612943 0.021527915 -0.341157148 -0.948062934
#> [81] 0.152846422 -0.665904151 -0.903053563 0.926736233 0.923703275
#> [86] -2.185556916 0.329298719 0.449028925 0.783230092 -1.028181035
#> [91] 0.662845829 0.412419165 -0.785187936 0.142948349 -1.685319253
#> [96] -0.143000718 0.692051770 0.811635611 0.577751854 1.444913627
#>