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] -0.53765056 -0.45242607 -0.43929097 -0.61622311 0.44163455 0.48259745
#> [7] 0.54214438 -2.29078465 0.31035185 1.40407898 1.37711764 1.06039565
#> [13] 0.63217289 1.08492804 1.35645944 0.36242404 2.16934446 0.13913051
#> [19] 1.37632653 -0.49144999 1.53491576 -0.41619872 -0.52054380 0.85058387
#> [25] 0.33449657 -0.82935177 -0.21869594 -1.54508372 0.23322978 0.03106964
#> [31] 0.35786565 1.60862422 1.42985426 -0.94833964 1.01570554 0.03773461
#> [37] -1.74423940 -0.97007381 -0.22902736 -0.97484568 2.69237242 1.39239386
#> [43] 1.36007615 -0.36541588 -0.86893720 -0.50655673 1.21470730 0.50695868
#> [49] -2.09497131 0.03407924 0.85272870 0.74322814 0.55715361 -1.24858322
#> [55] -0.20787431 0.42396946 -0.50669744 -0.61152331 2.41165945 -0.16495814
#> [61] -0.44040605 0.52197617 -1.91832225 -1.98264996 0.52120016 0.77778320
#> [67] -0.81211887 0.91074832 0.94875395 -1.34804945 0.35417586 0.53026393
#> [73] -0.31097493 -0.24415553 -0.29187819 -1.12808616 -1.12288159 2.05393864
#> [79] -0.90951843 0.45837916 -0.04661845 -0.68095460 -1.48882940 -0.39251301
#> [85] -1.74968202 -0.03866763 -0.79715324 -0.91592054 0.07326746 1.23817132
#> [91] 0.71837134 0.53946650 -1.06123399 -0.54073787 -0.71520471 -0.17892009
#> [97] 0.16497028 -0.72740817 -0.53783713 -0.59966490
#>
#> [[2]]
#> [1] 1.18208775 0.18921288 0.24894911 1.04664341 -1.28930094 0.37511557
#> [7] -0.55691839 0.30242663 0.22226647 -0.96216696 0.05203237 0.90004038
#> [13] -0.39490088 0.95414600 -0.58821435 -1.47658453 -1.37777577 -1.34567231
#> [19] -0.73663796 -0.47011150 1.38060934 1.67501093 1.17690663 -0.14889834
#> [25] -0.17782336 0.80312186 -0.41579535 1.21248959 1.24036003 0.68567588
#> [31] -0.02679868 0.30958051 0.24986433 -1.35646087 0.59937977 0.00864779
#> [37] 0.09071661 -0.65705741 -0.48178225 0.01775788 -0.85953576 1.35770498
#> [43] 1.21506118 1.45391292 -0.08591198 -0.61756875 -0.21826025 -1.32600521
#> [49] -2.36220890 -1.40996955 0.25439714 0.29587030 0.05678979 -0.10265486
#> [55] 1.95192303 0.87856596 -1.30661693 0.09034427 0.90235804 0.54942132
#> [61] -0.86983920 -0.03921465 -0.51845168 -0.91184962 0.15031364 0.44035545
#> [67] 1.31978206 0.24656113 0.94182660 -0.34215133 -0.27614681 0.38365678
#> [73] 1.44691022 1.73390029 0.45642938 0.70750349 2.06378922 0.02391059
#> [79] 0.24594946 0.27205914 -0.99245858 -0.02757795 2.22284516 0.15550390
#> [85] -0.86911632 -1.17448945 -1.75967731 0.05836159 1.16451986 0.33762789
#> [91] -1.05451872 0.66076911 -0.82340900 0.43703366 0.37238811 -1.64674913
#> [97] -1.92355227 0.38083303 1.37570535 0.82584873
#>
#> [[3]]
#> [1] -0.41611500 0.98214959 0.24218073 -0.93792685 1.50585850 -1.06585117
#> [7] 0.16227053 0.26047039 -1.48820199 1.41518387 0.56250751 0.64205574
#> [13] -0.89053264 -0.11653752 -0.94197475 1.11582792 0.47013513 0.86061271
#> [19] -0.07039665 -0.61318021 -0.33671496 -0.21584018 0.62113229 -1.28402652
#> [25] -1.30009244 -0.37676946 0.10374865 -0.70356227 1.49741394 -0.30282688
#> [31] -1.37683133 0.88317017 0.67142028 1.23002238 1.64546788 -0.18292604
#> [37] -1.37925781 1.25060060 -1.87623677 -0.36878757 -2.12929731 0.33764603
#> [43] -1.57457485 -0.19631941 0.91506011 1.07863654 1.45280285 -1.65328109
#> [49] -2.76186752 0.26436916 1.02457159 -0.65918555 -0.38630438 -0.24249895
#> [55] 0.22059324 -1.48109003 0.72469120 -2.37751470 -0.06540921 -0.46970481
#> [61] -0.28051629 0.57483659 -0.20567685 0.23488051 0.11062832 0.27420223
#> [67] 1.57491963 0.56776783 -0.05961225 -0.14958771 0.26616879 0.52840324
#> [73] -0.57938809 0.94219937 -0.70636136 -1.27540210 0.73325992 -0.42020709
#> [79] -0.25537509 -0.36923822 1.21244833 -0.44536301 1.13866752 0.19052348
#> [85] -1.36639361 -1.29810260 -2.13709831 -0.09620553 0.69450905 -0.47459123
#> [91] 1.76313061 2.02584606 0.42761881 -0.56647935 -0.83383531 0.39825915
#> [97] -1.47453793 -0.39544120 -0.13070247 -1.99949395
#>
#> [[4]]
#> [1] -0.99593086 0.42011400 -0.06286163 -0.08013185 -0.03228341 -0.71898093
#> [7] -1.11656132 -0.78026990 -1.77695853 -0.42783487 -2.03102701 2.75076475
#> [13] 1.51366972 0.03398894 0.74079278 -1.27080818 -0.16356423 -0.61094549
#> [19] 1.25188419 0.25031947 -1.70558168 -0.85541313 -0.14490163 -0.32444696
#> [25] -0.17256490 -1.23606292 -1.90230421 -0.09450402 0.03255579 0.46129012
#> [31] 1.38140030 -0.41647627 0.68094267 -0.41437304 -0.51834551 -0.68401973
#> [37] -0.88564860 0.04923707 0.18556122 -0.60865779 -0.73110285 2.71514421
#> [43] -1.33938704 -0.64601525 -0.93245461 -0.76908693 0.37157978 0.35543278
#> [49] -0.98399849 0.21472959 -0.08008508 -1.42236955 1.10814896 1.07847764
#> [55] -0.44025034 -0.77816901 -1.81859001 -1.12408090 1.06052384 -1.47870016
#> [61] -1.55156017 0.77750668 1.06844014 -0.18358770 1.55824293 -0.21324238
#> [67] 0.93053526 0.41081180 -1.27984430 -0.78236663 -2.27608345 -0.12639591
#> [73] 1.44814671 -1.44275737 1.46718718 -0.74329990 -0.30422384 0.33765806
#> [79] -0.60750209 -0.29556027 -0.13453714 0.81478437 -0.27292173 2.15948580
#> [85] 1.09173757 0.74338485 -1.20785935 0.32781805 -0.53416511 1.28394672
#> [91] 0.02893134 -0.39567707 -0.69486833 -1.49208070 1.44425724 -0.34701739
#> [97] -0.04025917 1.24663211 -1.34630152 -0.57390128
#>
#> [[5]]
#> [1] -0.70595925 -1.85740454 -0.24697048 -0.33556093 -0.24937687 0.45952256
#> [7] -0.46007548 0.05893280 -0.74259108 -2.16357400 -0.23289649 0.87490683
#> [13] -0.97349403 -0.51274686 -0.92348799 -1.49442573 -0.16593036 1.58223832
#> [19] 1.01460227 -1.14647834 -0.90984911 3.10918268 -1.06955277 -0.70010952
#> [25] -0.19844447 0.74362012 -0.05015977 1.31314355 0.08601352 -0.62985137
#> [31] 0.65507033 0.01939355 0.69626996 2.00886989 -0.05697828 0.24041550
#> [37] -0.02189017 -0.83080816 1.40247432 -0.72386911 1.33058037 -0.81133302
#> [43] 1.79503611 0.68662633 0.08937800 0.32454774 0.07131812 0.23304838
#> [49] 1.98637658 -0.95167079 -0.55864232 0.25581454 -0.19807617 0.42878914
#> [55] 0.07077011 -1.53665380 0.45398437 0.87439857 -1.29773757 -1.07896524
#> [61] -1.13484994 0.02261431 -0.02146122 -0.27877244 -0.02420641 0.82502030
#> [67] -0.75018278 0.53621047 -1.57271748 -0.98642742 1.98351232 -1.85137844
#> [73] -0.90978818 -1.95144002 -0.80027646 -1.86936160 -0.75057148 -0.59093839
#> [79] -0.74209927 0.69351208 -0.05946397 -1.86389510 -1.27450892 -1.78177081
#> [85] -0.50859339 -1.73687829 0.04048130 -0.12417946 -0.61275343 0.16066248
#> [91] -0.66235963 -0.33485166 0.62301159 1.02819429 -1.13457824 0.91691105
#> [97] 1.21387479 -0.68593246 -1.09456819 0.36487410
#>
#> [[6]]
#> [1] -1.00801708 0.55499644 0.43606592 0.10537330 -0.25373785 -0.97649123
#> [7] 0.39421777 1.01490303 0.63144381 -0.48339825 -1.52633394 0.61684228
#> [13] 1.22928684 0.15745303 1.40634206 0.39680092 0.32642296 -1.45934331
#> [19] -0.79929553 0.47001280 -1.15018052 -0.27159672 0.45742422 -0.01695794
#> [25] -0.54159436 0.87581342 0.74083815 -0.16481239 -0.75096428 -1.25336629
#> [31] -1.03623626 -0.02943857 -0.27494378 0.48545147 0.91698203 -0.98534392
#> [37] -1.49118975 0.81959245 1.01340453 1.05360525 -0.07142864 0.95244461
#> [43] -0.38403752 -0.41775999 -0.47026817 -1.69018029 -0.94549766 -0.34301196
#> [49] 0.35846241 0.04818886 1.13017228 -0.52763231 0.47957533 1.41752930
#> [55] -0.08009077 -0.39418700 0.52525764 -0.79593510 0.24509645 -0.77931984
#> [61] 0.59492387 1.10889090 -0.94296903 0.70034399 -0.42467483 -1.14313760
#> [67] 0.23344022 -0.18923658 -1.66341126 1.91569077 -0.81689444 0.38365049
#> [73] -0.45863225 -0.71570398 0.42954854 -1.16985274 1.32208831 1.36596464
#> [79] -0.24972371 -0.42472135 1.09843934 0.67092304 0.03095466 2.36851196
#> [85] 2.58578811 1.21228095 -1.25119684 0.40026604 0.93470763 -0.47266985
#> [91] 1.58301322 0.59775422 0.46608459 -0.74436754 0.95905526 0.15263708
#> [97] -0.76936870 1.39308074 0.91866877 1.01608706
#>
#> [[7]]
#> [1] 0.53463544 -0.98762856 1.18779227 -0.51754221 -0.25956025 -0.32806467
#> [7] 0.07343239 -0.24786302 -1.37386226 -0.04044582 0.42153824 0.20159751
#> [13] -1.69719192 0.64228768 -0.99523961 0.96381390 -1.65603723 1.07086109
#> [19] -0.10902636 1.89918639 -1.13703073 -0.27971976 -0.89412905 0.13670185
#> [25] -0.74916542 0.51819908 -0.19233721 0.02880981 0.35859089 -0.02899503
#> [31] 1.14704207 0.37358894 0.32333921 -0.82981932 1.39446258 -0.19154358
#> [37] 0.27227702 -1.08165901 -2.32939936 -0.54962596 -0.07257999 1.03228840
#> [43] 0.21513853 -0.49434012 1.51213828 -0.57946326 1.67478963 -1.00098026
#> [49] 1.22270284 1.07718817 -0.61194546 0.50686697 0.46006837 1.48439186
#> [55] 0.88196323 -0.53670224 1.28555371 0.58784853 -1.30848203 0.31672632
#> [61] 1.19415830 0.91305715 -0.78675299 -0.41092970 0.47637368 0.18591587
#> [67] -1.32471625 1.17237106 0.23149277 0.48307190 -0.53531958 1.37813582
#> [73] -1.30267167 0.63485754 0.99965516 -0.33774895 -0.08603361 -1.71881758
#> [79] -0.92912157 0.81367605 0.52641355 1.01195739 0.83137981 0.41513414
#> [85] -0.66125706 0.54881129 -0.53936780 -0.17131843 -0.76673461 -0.60657485
#> [91] 1.64731282 0.84106935 0.33817510 -0.40488308 0.90000904 1.19066666
#> [97] -0.04753908 0.78692542 1.16668411 -0.27182387
#>
#> [[8]]
#> [1] -0.313704285 -0.286300150 -0.803440263 -0.094555455 -0.074046506
#> [6] 0.714490683 0.124718366 1.296594339 -1.114492926 -0.842058813
#> [11] -1.504294209 -0.284026455 0.042869041 -0.008866413 -2.949083784
#> [16] 0.020358254 -0.098446980 0.589109098 -0.425751629 0.634658985
#> [21] -0.578524902 -0.169109048 -1.919232520 -1.534266387 -1.114761221
#> [26] 1.597811635 -0.639805078 1.566690553 -1.449155712 -0.791503959
#> [31] -0.504480733 0.401826700 0.971396469 -0.579663020 1.604179789
#> [36] 0.225973337 -0.514857122 -0.823788240 0.334415250 -0.093490765
#> [41] 0.304062078 -0.476507534 -0.241311717 0.824155833 -1.555643970
#> [46] 0.093501283 -0.366949421 -0.129408799 0.407795520 -0.583968954
#> [51] -0.193449890 -0.269546670 0.073658232 0.357236138 0.550428418
#> [56] 0.038401793 -1.609575292 -1.049710115 2.052033974 0.176436411
#> [61] 1.128307358 0.435001744 0.548833492 0.647418304 0.878463454
#> [66] 0.350797869 0.049879720 0.835749446 -0.281725199 -0.791679461
#> [71] 0.001653727 -1.187530126 0.362417465 -0.549435319 0.692949838
#> [76] -0.060843916 -1.193540930 -0.119908059 -0.708107950 -1.616663973
#> [81] 0.495847824 1.299750970 -1.615985506 -1.250367945 1.582132306
#> [86] 1.252529118 -0.209395701 -0.639033687 0.398902937 1.341973500
#> [91] -0.037607422 0.543670114 1.740218394 -0.324455939 -0.447511333
#> [96] 0.416082526 -1.295865368 0.682633090 0.496913333 1.439660656
#>
#> [[9]]
#> [1] 1.207358558 0.238514694 -0.298837878 1.384621050 -0.700069022
#> [6] 1.860931509 1.803924959 -1.356043492 -0.314751072 -1.019265181
#> [11] -0.612249656 -0.289068749 1.506983292 0.367722694 -0.020034941
#> [16] -0.979921959 -1.400912333 1.445014910 -0.423481621 -0.733749597
#> [21] -0.708484753 1.475092459 0.845004185 1.293994431 0.298161142
#> [26] -0.405682490 -0.138807578 -0.222592731 1.747150257 -0.081704668
#> [31] 0.124141586 0.392236141 0.378419970 0.166175673 1.153387369
#> [36] 0.014748302 0.021440845 -0.826352170 0.047399133 -0.293107372
#> [41] 1.207632181 0.032001384 0.180397550 0.077160580 0.558395338
#> [46] -0.166854367 -0.227980619 0.242666056 -0.928482969 1.515406678
#> [51] -0.811598824 1.311247408 0.815566796 0.120032668 0.881789848
#> [56] -1.798743117 -0.957051078 -0.474058606 -1.860461283 0.253690073
#> [61] -0.214401713 -2.370181451 0.003258078 0.669745568 0.226820843
#> [66] -0.591868492 -0.405414494 1.414224665 0.241625825 -1.436087478
#> [71] -0.314552745 -0.480542811 0.836254248 -0.052349287 0.951957625
#> [76] 1.494512798 -0.344214729 0.645775407 -1.534500551 0.599672514
#> [81] -0.504358892 -0.406909625 -0.460935206 2.214908426 1.486967820
#> [86] -0.355098858 0.876203737 -0.214696646 2.020798363 -1.838661562
#> [91] 0.172937164 -0.763245040 -1.118492914 1.197977461 0.981193912
#> [96] 1.191749205 0.632833568 0.532825947 -0.820121900 -0.159325676
#>
#> [[10]]
#> [1] -0.017532122 -0.390664205 -0.402775110 1.276706963 0.821075754
#> [6] 0.419785146 1.711661220 -2.215632715 -0.184878197 0.671168243
#> [11] -0.795140242 -1.566257835 1.213732488 1.503810074 -1.169425021
#> [16] 0.613377167 1.483931321 -0.443773736 0.268589741 -1.228216829
#> [21] 0.478528762 1.669859573 -0.036455545 -0.440936271 0.734408890
#> [26] -0.575309458 0.074897554 0.059301839 0.848264703 2.575396587
#> [31] 0.094259964 -0.519949532 0.774428621 1.228289259 1.880606885
#> [36] -0.125241723 -0.759094766 -0.509303603 -0.156039669 0.132582442
#> [41] -0.974084022 -1.250949663 -0.046336042 1.137387771 1.264449891
#> [46] -0.548742076 0.682391430 -0.929773363 -0.975148693 -0.027117079
#> [51] 0.446671886 -0.329112249 0.113049080 1.051229395 0.326977400
#> [56] 0.787037444 0.441559619 -1.019304514 -0.158698326 -1.637701292
#> [61] 2.839266231 0.961819160 0.508432001 0.259523192 -0.773404126
#> [66] -1.805527531 0.178383232 -0.525777309 0.400186316 -0.122587586
#> [71] -0.071345032 2.095734365 1.322082615 1.200558995 -0.781874565
#> [76] -0.441476451 -0.246028129 0.365792190 -0.034132882 0.296227003
#> [81] -0.221059772 0.187706159 -0.438062172 -0.088733579 0.634250029
#> [86] 0.865538237 -0.430593090 0.013030894 0.051249629 0.538638152
#> [91] 0.519672613 -2.422911275 -0.806290253 -0.484679992 -0.653077284
#> [96] -0.293764247 -0.276989004 0.136469589 1.067207722 0.001828103
#>