This function computes (pseudo-) residuals of an fHMM_model object.
Examples
data("dax_model_3t")
compute_residuals(dax_model_3t)
#> Computed residuals
#> fHMM fitted model:
#> * total estimation time: 7 mins
#> * accepted runs: 21 of 100
#> * log-likelihood: 16913.33
residuals(dax_model_3t)
#> [1] -0.5139012664 -0.8569534589 -0.4286563375 -0.0956797075 1.6975039888
#> [6] 0.8525142991 -0.1252450839 0.1827160946 0.3004340698 1.1933181177
#> [11] 0.5130748182 -0.9110762865 0.1655244116 0.1796955344 -0.5795127866
#> [16] -0.2683824694 -0.6094239775 0.9277355215 0.8939362784 -0.2555589606
#> [21] -1.1635211404 1.2000356961 0.7063348536 0.9960124554 0.5256672781
#> [26] -0.6948661130 1.3092198342 0.8076146632 0.8085819914 -0.9446183765
#> [31] 0.3482834181 -2.4789411289 0.9749415278 0.9233461081 -0.0482764126
#> [36] 0.1858947270 0.1920819031 0.9174961779 -0.5565680702 0.9832196033
#> [41] -1.4749814093 0.5885543248 0.8384792140 2.1188900649 0.1544620372
#> [46] 0.1683351659 0.8590624765 -0.7148354696 -0.3398139143 0.2732685650
#> [51] -2.7010654258 -0.4122515832 -2.3438261878 1.7264518975 1.2731226469
#> [56] 1.5844089921 -0.6019576914 -0.0711091218 -0.9935648672 2.3165943697
#> [61] -0.3621901219 0.3955603792 -0.6234038716 -2.1228459459 -0.4319150744
#> [66] -1.6917237611 0.9645819985 -1.9342534081 1.1992913003 0.7860088561
#> [71] -0.0337230692 -0.7312551069 0.0231749687 0.0797876289 -2.3943746982
#> [76] -0.2714562280 0.1172266042 0.2309609788 -0.5985584867 0.0190171298
#> [81] 0.6629657998 0.6575227508 1.1317584023 -1.7059571755 2.0106639900
#> [86] 0.7350771815 0.7283531736 -1.7919369957 0.1190958269 1.4785466451
#> [91] -1.2221926145 -1.2929193799 -1.6561801510 1.4753919337 0.1209219388
#> [96] -0.7552677049 1.8436113733 -1.6340208971 -0.2951454168 -2.0339512408
#> [101] -0.8076765497 0.1798043522 -0.9998239231 1.5938673132 -0.4210703567
#> [106] 0.8670413001 1.1155791403 -0.0828056884 1.7322432270 1.7257390620
#> [111] -0.2957220416 -0.4742926643 -0.6699419754 -0.4990963803 0.1378151005
#> [116] -0.1779330303 0.3655584993 0.8667086903 -0.2106949048 -2.0416569392
#> [121] 0.7296007563 0.3171767828 -1.3221038055 -0.4764782141 -0.7696440091
#> [126] 0.5235639126 0.2526752826 0.0949568610 -1.9495735909 0.2786634772
#> [131] 0.6813549978 -0.1396339891 0.2077309114 -0.0965243267 1.1101117126
#> [136] 0.2179843570 -0.6984492145 0.6846558698 1.3963723180 1.2929897948
#> [141] 1.1695671954 -0.2232180662 -0.3935202205 1.1747216454 -1.0681184715
#> [146] -0.4429062935 0.0265413457 -0.2589549523 -1.2187993579 -0.5630631145
#> [151] 0.6739383304 -0.4535361045 -0.3314993929 -0.7768325341 -0.2101668083
#> [156] 1.0522262424 0.1313937463 1.1023420760 0.5840726433 0.4536139520
#> [161] 0.1086045865 -0.2311439582 0.1000172412 -0.3623636944 -0.4600194593
#> [166] -0.3272837511 0.5403779647 -0.1522846823 -0.0073067556 0.8183080568
#> [171] 0.3496207926 -0.4437153059 -1.1166020488 0.3430603497 1.3493931071
#> [176] 1.0496041372 -0.4949817146 -0.6174878068 0.4332265702 -1.0703580133
#> [181] -0.5372211567 -0.8095487280 -1.3643617519 0.4730733290 -0.5075242130
#> [186] -1.1539678261 0.5220948210 -1.8830413823 -0.9056818684 0.6642777815
#> [191] 0.5599544871 -0.2446018190 0.5644102510 0.2260356895 -0.3649164447
#> [196] 0.7283857306 -0.1950038942 -0.1956119866 0.7797120357 -1.2642396841
#> [201] -1.0543855455 -0.0673034963 -1.2540459564 -1.0986529490 2.2754604982
#> [206] -0.3681010377 -1.0779044839 -0.5464282365 1.5921896780 0.0076044417
#> [211] 0.0468603870 2.0667939963 -0.5896041767 0.2389915132 1.7489387808
#> [216] 0.0396280647 1.6466987101 -0.1773079014 0.3347908494 0.4401548610
#> [221] 0.1040625657 -0.6189980662 -0.7065128231 -0.5124849343 -1.1603278405
#> [226] -1.1989705033 2.4938760896 -0.0412949697 -1.2832746705 -0.9791950845
#> [231] -1.5957633533 0.7988895802 -1.9001685944 1.0613674109 0.7385918675
#> [236] 0.3891095815 -0.7901138636 -0.2921962071 -2.6134744944 1.6673701095
#> [241] -1.2065009225 2.6712137063 -0.1500710826 -0.6244432990 1.4454769276
#> [246] 1.0424275204 -0.5279135980 -1.2637418868 -1.7152596497 -1.6173763821
#> [251] 0.7191062348 1.0641792737 -2.7174477725 -0.5640898485 0.6340331023
#> [256] 0.0190171298 0.4813712862 0.4785585775 0.5362659052 0.7501559196
#> [261] -0.8298834860 -0.8395317618 1.7423034719 -0.6699033962 0.0873408564
#> [266] 0.1356265009 0.1648242036 -0.9836750666 1.7341483320 0.3084576808
#> [271] 0.4002934890 -0.2127212660 1.7472187432 -0.1812999041 0.1983259718
#> [276] 0.2850933515 0.5536524376 -0.1580634088 0.2531609539 -0.3444251257
#> [281] 0.6455304153 -0.1115668462 0.6423432199 -0.9933528781 -0.7337313450
#> [286] -0.0963500663 0.7557567587 -1.2795035422 0.6803490210 -1.5884681280
#> [291] 0.8036882278 -0.0613414248 -0.8855366420 1.3112123509 -1.7480772048
#> [296] 0.4045742712 -0.2222671774 -1.2036052265 -0.8185935124 -2.4595433588
#> [301] 1.4200347160 0.4014194328 -0.1297653728 -1.0206536204 0.4574092957
#> [306] 0.7192733259 0.8370017661 0.2779836823 -0.4445806850 -0.7398108578
#> [311] -0.9004652558 -0.4646296861 -1.0055421212 0.6812807450 -0.9354562775
#> [316] -0.4506036994 0.8791412877 -0.9826867265 -1.4752357534 1.1209359941
#> [321] 1.2479096395 1.3780476521 -0.7100690543 0.4640064405 -0.2570913645
#> [326] -0.3898438761 -1.2801867334 0.3647865346 1.1984386114 -0.9615693397
#> [331] 1.0998906729 1.7350351993 0.4942257815 0.6653732364 0.0190171298
#> [336] -0.4019922643 -0.4043518511 2.8821901075 0.2274055050 -0.6429929263
#> [341] -0.9298131947 0.9259190687 -0.0967620177 0.1235756936 0.6526291037
#> [346] 1.1032012358 -0.2871005839 -0.2883461453 -1.5119564734 0.6258098218
#> [351] -0.1739423622 -0.1526723132 -0.5367700913 1.2697692897 -0.2775902549
#> [356] -0.9259110005 0.0899775805 0.9842005461 0.3300731896 0.1786449538
#> [361] 0.7843362189 0.2690342664 -0.6506024945 0.7886783754 -0.6495937918
#> [366] -0.0628321708 -1.1627306970 -0.9637537102 1.0379380724 0.0425781543
#> [371] 0.6645828210 0.8022802861 -0.5847164182 -0.0809557181 0.0551640070
#> [376] -0.2803265737 -1.2615276030 0.6743022638 -0.9846481547 -1.4491375163
#> [381] -0.5725248114 0.7043584313 -0.5762821275 0.6634067484 0.2149310886
#> [386] -0.4841989407 -0.6821153321 -0.1709813167 1.7937873428 1.1067137540
#> [391] 0.6537406585 -0.6349111161 -0.4955676074 -0.1888402741 -1.7271838174
#> [396] 0.1189443447 -0.6731552708 -0.1697982107 1.1572019725 0.5064697563
#> [401] -0.9331127860 -0.0726553200 -1.5249698042 1.3434310399 -0.8362210881
#> [406] 0.3807722071 -1.6754288584 -1.0624382996 1.2670181982 1.0645032511
#> [411] 0.5074385875 0.9135715989 -0.3163012882 -0.7349239518 -0.5242482432
#> [416] 0.1527049015 0.1040229493 -1.8152175557 -1.3690923801 -1.0684946003
#> [421] 0.3004344832 0.9405508178 -0.8793906403 -1.2871463626 -1.9766153453
#> [426] -0.1879765817 0.1390203680 0.0783714883 0.5069801813 1.9138448846
#> [431] 0.2845370491 -1.3583981313 -0.0347854113 -0.9532957923 0.2532040565
#> [436] -0.6275973130 0.8899317664 -1.0930759807 -1.2177186139 -1.0553069866
#> [441] -0.4252732494 -2.7353910824 0.6044990646 0.5591453336 -2.1478552836
#> [446] 1.1119200357 -0.2946252896 -1.2977216857 -1.9840714775 -0.1612889373
#> [451] 2.2190240709 -0.2160686185 0.8589679024 0.8686869601 1.1369898218
#> [456] -0.5403935607 0.6307224578 1.1780977995 0.9858000719 -0.4439993118
#> [461] 0.1270566973 -0.1293848116 1.2014546772 0.9054134166 -0.6896339177
#> [466] -0.5686822155 0.7033374599 0.2143588213 -0.5154176156 -0.4444295345
#> [471] 0.9271051736 0.7476933573 0.9072959358 -0.6977723784 0.8834371240
#> [476] -1.1808325813 -0.8830181281 0.1905021370 0.6939562639 -0.3717178770
#> [481] 1.3971721102 -0.3177770695 1.2355065837 1.0621518923 -0.5743221519
#> [486] -0.6327608625 1.0251111476 0.1191148138 0.8199422877 0.8639264660
#> [491] 1.8244760812 -1.2876534516 -0.1167394226 0.5739809951 0.4076174135
#> [496] -0.5233371928 -0.7910623378 -2.1562240762 0.3277065187 0.8383495530
#> [501] -0.0032430086 0.4049366993 3.6766147032 0.1414986867 -1.0236620621
#> [506] -1.0690471262 0.3392359027 -1.2224655813 -1.4349311905 -0.8473409002
#> [511] 2.4202701715 -0.4047349659 -0.8091596870 -0.7509421289 1.3072831484
#> [516] 0.0190171298 0.0190171298 0.7538201820 0.7467413007 0.6507000075
#> [521] 0.0190171298 0.0759406266 0.0758977638 1.5013136282 0.7101409653
#> [526] -1.2197422142 0.0789072789 0.7631788289 -0.8444004207 -0.2435342687
#> [531] -2.1001607633 -0.0376653097 -1.1515894737 2.2470439205 -0.1455312811
#> [536] -0.7590644032 -0.3397346767 1.7551433012 0.1273566664 -0.1830168184
#> [541] 0.0540222803 -1.0797811452 -0.4626848874 0.8429825241 -0.1371721804
#> [546] -1.6681361293 -0.7078150296 -2.0335933573 0.9287501659 -0.3964346785
#> [551] 1.6270710478 -0.8301332824 0.7970305078 0.6047893459 -1.6885297910
#> [556] 0.1611773763 -1.6698191636 0.2753007055 1.1247941676 -1.6364628892
#> [561] 1.8737163507 0.5485006419 0.9764220801 1.2105307992 0.8884065241
#> [566] 2.1871825469 -0.2286342104 0.8321890160 0.0785993756 1.0138316702
#> [571] -0.2475537580 -0.9039909168 -0.4091582744 0.4623689683 1.7769093092
#> [576] 0.3668875534 0.5255928550 -1.3463704520 -0.2068965431 0.2650593769
#> [581] -0.6703789422 1.0519543881 -0.5801753469 0.7120423939 0.0190171298
#> [586] -0.5866960118 -0.5915921818 -0.3980171816 -0.3665351839 0.0991810518
#> [591] -1.1414930929 -0.1281141682 1.3959813901 -1.4645318068 0.4085142260
#> [596] 0.8088973528 1.4413623565 -0.3398938578 -0.7758328650 0.3294136917
#> [601] -1.1197797401 -0.1753961630 -0.4474045736 -1.5448389735 -0.7928280278
#> [606] 0.1346490924 0.5175459404 -0.5573822675 -0.5618142649 -1.2358435245
#> [611] -0.0134798091 -0.1089303658 2.4023183921 -0.9198084133 -1.4364996546
#> [616] 1.6112953394 1.1282552067 0.3669585107 -0.3533130457 -0.1463882679
#> [621] -0.5443292701 -0.1985979111 -0.9741949758 -0.5976998379 0.3222985986
#> [626] 0.9752397332 -0.6378984657 -0.5479781047 -1.8584747424 0.9074976398
#> [631] -1.0920284281 -1.9499642739 -0.0051550137 0.5595746185 -0.7527096656
#> [636] -0.3245528078 0.2955354952 -1.5703301597 -0.6547597825 -1.3226897009
#> [641] 1.4700449613 -0.2886023288 -0.6160020211 -0.8863984690 -0.0556173117
#> [646] -0.8787056232 0.7468623833 -0.8739745548 1.4492014571 1.1153179658
#> [651] -0.0734284931 -1.3894719998 -0.4625093509 1.1222320208 1.8542857180
#> [656] -0.2832848850 -0.5597316252 -1.4566300655 -0.5892476090 0.1773274868
#> [661] -1.8421062393 0.6861912640 1.1160228483 0.1375146642 -1.7815902207
#> [666] -1.7997400107 -1.6729562908 1.2594647821 -1.0988846265 0.6845177557
#> [671] 2.5055182918 0.2521516241 -1.6245564240 -0.8959492140 -0.7169444643
#> [676] -1.9578179512 2.3275134706 -1.0266702303 2.0980803334 0.8828753501
#> [681] -1.0755853853 0.4369854665 -0.8962373210 0.8454940317 0.2599074003
#> [686] 1.5238104374 -0.6234374559 1.0313640432 0.4380761762 -0.6994303684
#> [691] -0.3797353519 0.7282512506 -1.5466315122 -0.1633387423 0.5960967744
#> [696] -0.9899936616 -2.0103024276 0.3632133311 -0.7271436742 1.4465054193
#> [701] -0.5544892583 0.7732444650 1.0075334338 -1.6022670851 -0.6115630624
#> [706] -0.4163673556 -0.2808397286 -1.7492657196 -1.3360849651 0.7832613341
#> [711] -1.7327099718 -0.4741984360 1.1881859163 0.7918396648 -1.1984167044
#> [716] -1.7946526474 1.3088821947 0.8577930595 -1.3768054947 -1.2482270104
#> [721] -0.5999201293 -0.5842079012 -0.2891950071 1.8370085628 2.3626266787
#> [726] -0.9764118646 2.2963863812 -0.4294018694 1.9006081875 -0.0419631361
#> [731] 1.4013377133 -1.3711652119 -1.5728158955 0.9723294771 0.2113078983
#> [736] 1.1940909114 -1.9191488490 1.1623587082 0.5376095906 0.2120974397
#> [741] 1.8183441179 0.3297741379 -0.5340896843 -1.5349673769 -0.8567963731
#> [746] -0.3960005510 0.9559967276 -0.5422044035 1.4696083464 0.1040372051
#> [751] 0.3788205880 -0.0718133530 0.1356968188 1.1022457154 0.2503904429
#> [756] -0.1852488221 -1.1609376977 1.7311700677 0.2296825103 -0.3961330470
#> [761] 0.7352853933 -1.0487276487 0.5251930818 -1.0274562635 -0.1401105744
#> [766] -1.5635984107 1.2653793621 0.3983830276 -0.9333104804 -0.3639396057
#> [771] 1.5286035351 -0.7121139603 -1.3279327548 -0.7081581563 0.8486551073
#> [776] -0.2317286865 0.0637893448 0.0637893448 -0.9503210303 -0.9773392029
#> [781] 0.7531611646 0.0637893448 1.3726234985 1.3307461006 -0.0850212880
#> [786] 0.8338727046 -0.4744138588 -1.3670277672 0.6226750186 0.0594002387
#> [791] 0.3542474597 0.5313169208 -0.5438252166 0.1225831769 -1.5649121803
#> [796] -0.2671832871 -0.2397988361 -0.8267893197 0.1718910171 -1.1825946134
#> [801] -0.9662895719 0.4567568043 0.5586411626 -0.1167197424 0.8079940617
#> [806] 0.1214143655 -1.5296563907 1.3264641694 -1.0016709114 -1.0694857470
#> [811] 0.3107513998 0.6551417716 -0.7436857095 -0.1737120850 1.6791302874
#> [816] 0.5484498713 0.4968708195 -1.4926415088 -0.4223888457 0.8847797053
#> [821] -1.0402805725 -1.1884025101 -0.4787561694 1.0063946524 0.5689431230
#> [826] 0.1026573617 -0.6629222082 0.0178929364 -0.8553922331 -0.0277974523
#> [831] -1.4944717228 -0.3258864219 -1.5681055032 2.2762284801 0.8327843702
#> [836] 1.3148316509 1.4514585075 0.5093327989 -0.0876327861 1.5482103305
#> [841] -2.1027810635 1.2986132217 -0.7554119215 0.1334263530 -0.8642161758
#> [846] -1.3666933206 0.4728756301 1.9680108397 -0.2246661273 1.2449419379
#> [851] 2.0101360691 -0.4957548714 -0.4014406894 -0.4532818259 0.5763566976
#> [856] 0.6495686332 0.8288068100 -0.0633765577 1.0362299696 0.0637893448
#> [861] 0.4613870010 0.4572967052 0.2361006459 -0.9880653731 -0.6401202607
#> [866] 1.5003594267 -0.5174319712 0.4918955282 0.3464963189 0.3444183669
#> [871] 0.4057841141 0.7301667582 -0.6975482227 -1.4118861681 0.9617264066
#> [876] -0.1860774131 -0.2916662962 0.2733508574 0.8642508449 0.0599673977
#> [881] -1.6313747366 -0.2929879230 -0.2924098252 1.0264971028 -1.1066478884
#> [886] 0.1647188455 1.2198573083 1.2171061754 -0.3136780407 1.9679455929
#> [891] 2.0647430087 -0.9170267663 1.3351775902 -0.9748967263 2.1675309763
#> [896] -0.7749648540 1.1234600637 0.9230847718 0.9947994582 -1.1814699248
#> [901] 2.2687090431 0.5259237774 0.4240723441 -1.2964120520 -0.1703568429
#> [906] -1.2175540317 0.7492118410 -0.4170696993 1.0137049949 -0.3679203149
#> [911] -0.0766161824 -1.7376328719 2.2540240146 0.0395220146 -0.0348229163
#> [916] 2.1628667416 0.2812461829 -0.4802107102 -1.1862404569 1.3169816831
#> [921] 1.5823144158 -0.2345394100 0.0848257233 -1.2619055585 0.8317876687
#> [926] -1.7909501173 0.7315127304 -0.2928300352 1.6100897590 -0.3833900359
#> [931] 1.3767137612 0.2474299507 0.0390646879 1.3040146751 -1.0490878131
#> [936] -0.7222322799 0.7486280487 -1.3711942485 -0.9668614460 0.0269540257
#> [941] 0.1852292956 0.9660121376 0.4018064021 1.2055633698 -0.1731015336
#> [946] 1.3948373596 -0.0391576309 -0.0521486001 1.3924382407 -0.3296667378
#> [951] -1.0303227017 -0.9499543200 0.6199815250 0.2267123848 -0.1561536941
#> [956] 1.8742316856 -0.0660637376 1.7008024991 0.4559715396 -1.2467185838
#> [961] 0.7238564553 -0.9650275992 -1.1998012979 0.6566243044 -1.2364241630
#> [966] 0.1964575050 1.0525308238 -0.0598530670 1.0929877419 -0.6810532863
#> [971] -2.6104350634 -0.9764888837 -2.3126366626 0.4501446386 -0.0132362662
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#> [1796] -0.2314081542 -1.5989205851 -2.3379540630 -0.6296981308 1.6683799270
#> [1801] -1.4592442532 -1.7108882745 1.1368296575 1.5861900675 -0.2936071220
#> [1806] 0.8793611190 0.1602268319 0.8358738828 -0.0373147015 0.8872619713
#> [1811] 0.5840079599 0.6850341070 0.0013845361 -1.2116511511 0.6179601701
#> [1816] -0.5271281329 -1.7094778984 1.9824386094 -0.1357379959 -0.5723319111
#> [1821] 1.6350844450 0.0421742998 -0.6157224972 -1.8554956663 0.1531497947
#> [1826] -0.0401585934 -1.2901035331 2.1646005615 0.2306518363 0.4393795547
#> [1831] -0.5667194657 -0.5721679082 -0.5011397391 1.1280078599 -1.4940658487
#> [1836] -0.4131085743 1.3598881406 -0.8798680457 -0.8924177295 0.6542585327
#> [1841] 1.2141071819 -0.1878448670 1.2018605995 0.6080395515 -0.4846499066
#> [1846] -0.1699326998 0.7253801896 -1.0733449683 0.6028831261 -1.3217965492
#> [1851] 0.6389353464 1.2527937684 -0.2693603061 -0.2456456283 0.4952184673
#> [1856] -0.3067374777 -1.1138395393 0.5435484255 0.2356790981 0.6040102131
#> [1861] -2.2498335978 -1.1441994322 -0.8316497164 -0.4021635300 -0.7715813460
#> [1866] 0.7143798852 0.2791494051 1.1011028148 0.0560288269 0.0074343790
#> [1871] -1.0173014481 -2.0185987944 1.6160828642 -0.0452471000 1.0626896870
#> [1876] 0.3453156019 0.1515971682 1.6324021067 0.4813950265 -0.7540037575
#> [1881] 0.4966796038 -1.1325504357 1.5228740727 0.2665919424 0.2697180459
#> [1886] 1.9241474256 0.4491437292 0.3933582329 1.2339493207 -0.5215881569
#> [1891] -0.4337325713 1.2692582789 2.0885409736 0.0326930362 -1.5148941950
#> [1896] -1.0487554836 1.7428826512 -0.3629049998 -1.4976274395 1.3113467577
#> [1901] 0.7535739066 -0.4053221782 0.4720619879 0.8086103079 0.2489555133
#> [1906] 0.6585264712 -0.0134445476 -1.7435895383 0.5310283692 -1.4021280791
#> [1911] 1.1319506812 -0.6327758420 0.7757766114 -0.7212899715 0.1925514148
#> [1916] 1.8064045545 0.0457971356 0.6432843051 1.3086427700 -0.9831569476
#> [1921] 0.6698544591 0.6657361885 -0.5428450725 1.1589829487 1.0167452985
#> [1926] -0.0856485064 -0.5223253599 -1.8131388417 -1.0779210844 -0.2602122313
#> [1931] 1.1607784993 -0.2543845095 0.0436084737 1.6573142681 1.7456656389
#> [1936] 0.0705466875 -0.0054278199 0.5528212067 -1.1645953379 -0.1241425826
#> [1941] -0.1619333900 -0.6515617796 -0.5529207414 1.1733715379 0.8343320213
#> [1946] -0.4454164477 0.8913998029 0.2492967917 -0.8099212055 0.5955263018
#> [1951] 0.2913731321 -1.0417115296 -0.6116520444 1.4860019862 0.3871195570
#> [1956] 0.1395184869 -0.6124841639 -1.3522380930 0.9472947129 -1.0889987217
#> [1961] 0.6814401223 -1.2991059172 -1.0945536089 -1.8056522278 -0.5594232977
#> [1966] 0.0659369856 1.3030790232 -1.0867492201 0.6250236796 -0.9746807052
#> [1971] 0.1081642584 0.7180538023 0.9411130830 -1.5094238341 -1.1074972406
#> [1976] 1.3554316125 -0.4804821672 0.2306375413 -1.7861864382 1.1351892377
#> [1981] 0.3177853123 0.1944199381 0.7855934145 0.1345473730 -0.0281593434
#> [1986] -0.1954087323 -0.5456508277 0.1098507114 0.8346560548 1.1974233865
#> [1991] 0.1219011351 0.7384261386 -1.3007793918 0.3536670658 -1.8380567516
#> [1996] -0.6051084756 0.8588895494 0.1717100645 0.6529738059 -0.3651714067
#> [2001] -0.1614414828 0.9759760425 1.7503816296 -0.5375869561 0.9996017657
#> [2006] -0.3455178093 -0.5913315688 0.5195465694 0.8099294963 -0.0472868195
#> [2011] 1.0103277086 0.2964685651 -0.0327816864 -0.4200080011 0.9322858711
#> [2016] -0.7615577532 -0.0838664665 -0.0827209147 0.7409177508 -0.0539966007
#> [2021] -1.5006946421 -0.3490539221 0.2612333458 -1.3899655391 -0.9441711574
#> [2026] -1.7664624203 0.7768084245 -0.4949060445 1.6838429221 0.1383266014
#> [2031] 0.9910427806 -0.8346836395 0.6299972209 -2.3005884165 -0.8373353317
#> [2036] -1.0352289629 0.2050164031 -0.7686827938 0.2098418502 -0.3567046713
#> [2041] -0.3254413500 -0.8031112609 -0.0917151693 -1.1160915616 -0.5225433451
#> [2046] -0.9828108834 1.1997515102 -1.0968886683 0.4566145088 0.4856677675
#> [2051] -0.3951107841 -0.3413016156 1.9236571462 0.4241029341 1.0367775429
#> [2056] -0.3008849261 -0.2544391056 1.3216651454 -0.0208318288 0.5261654328
#> [2061] 0.3893778912 -0.2064324689 0.6454853999 -1.3763201392 0.2098075761
#> [2066] -1.1583139298 0.2628494782 -0.1102244857 0.3255733629 1.2895967571
#> [2071] 0.3574144189 0.2884191427 -1.0960481837 -0.3687424442 -0.9395468911
#> [2076] 0.1010063443 0.3355061396 -0.6312048122 -0.6597625232 0.0666030189
#> [2081] 0.1566007954 -1.6168144772 -0.9335071803 -0.5700753085 -1.0002475971
#> [2086] -2.3931208625 -0.0526917875 -1.7125427243 2.0355864547 -0.0289460419
#> [2091] 0.0423939945 0.8355810291 -0.1742158645 -0.2407242261 1.2971645384
#> [2096] 0.3631613149 -2.5629501587 0.9319756676 -1.2468175789 0.3945576967
#> [2101] -0.2464437188 2.4906461424 0.0821957763 -0.1044633213 -1.4031278372
#> [2106] 1.4983174859 0.3947227744 -1.0961108132 0.0755978034 -1.0670058443
#> [2111] 0.8607921808 1.1455520063 0.1473660278 -1.4561324484 -1.2507482615
#> [2116] -0.6350797286 -1.6352076458 1.6027480616 -1.0325756339 -0.8723438250
#> [2121] -0.7492047521 0.9098250946 0.8801068051 -1.1205617473 -0.5485648795
#> [2126] -3.2052378553 2.5551596497 -0.3620393065 -0.4721840430 2.4270907237
#> [2131] -0.3925260860 1.0457056768 -0.1898151555 -0.2686046739 2.1317939766
#> [2136] 0.6582466079 -0.3801593704 0.2614353313 0.6600612680 -0.5261490497
#> [2141] -0.5477583525 -0.1727350211 -1.1247776992 -0.5445120548 0.3703941969
#> [2146] 1.3582836106 -0.2183572580 1.8205468535 -0.6076035814 -0.6321501854
#> [2151] 0.7645139171 0.3107172956 0.8478884302 0.3332676374 -0.4184504973
#> [2156] 0.7122705914 1.0384253696 0.1138762796 -0.3566102442 0.6531020972
#> [2161] -0.0274349483 -0.7187242409 0.3717768617 0.2788139981 0.2652396217
#> [2166] -0.0043464894 0.8201766703 0.7479238615 -1.1125863971 -0.8097248708
#> [2171] 0.3348559468 -1.3423541577 0.1254415652 0.0713621928 0.8307518438
#> [2176] 0.2462439428 0.4648350545 -0.9237432257 0.1305921955 -0.5611198548
#> [2181] -0.2373594286 -1.4980132810 0.1501336999 -0.4761395516 -1.3412692019
#> [2186] 0.7454389961 0.5883740392 -0.3777358754 0.7593414165 -0.7321928269
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#> [2201] 0.5956935145 -0.9565683428 1.4924058505 -1.0675653579 0.9957965616
#> [2206] -0.9506955116 -1.8206950435 0.5932035905 -1.4392927659 0.9285585663
#> [2211] 1.4281266030 1.3488467295 0.5166990141 0.2297714842 1.1050800177
#> [2216] -1.0915526898 -0.0277968535 -0.9918266753 0.5836430538 0.7394741875
#> [2221] 0.2459918045 -0.9560407302 -0.5339189298 2.0019175747 0.5121020497
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#> [2231] 0.2541324736 0.0636797477 -0.1351270033 -1.7686472255 0.4431077103
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#> [2241] 1.1989502294 0.0397185243 0.0131358467 1.1476745274 -0.5740899592
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#> [2256] 0.0796485552 1.9357457085 -0.4410913583 -0.1816157912 -0.0346921336
#> [2261] 0.8003988216 -0.6129434274 -1.4974316534 0.2203531151 -0.0979236821
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#> [2271] -0.8935362001 -2.3516362932 3.1941402879 1.0507489153 -2.2055357173
#> [2276] -1.7234347683 1.2942090727 0.4865306019 -0.3362872275 -1.5746842126
#> [2281] -0.3657975136 -1.7377627553 0.4063950853 3.1732771435 -0.0530236811
#> [2286] 0.5374251117 0.9596421502 0.3585547065 1.7765308055 -0.7377302061
#> [2291] -2.3032668156 1.0141571200 0.7207524268 -1.8319402167 -1.0511785698
#> [2296] 0.2993240587 0.5541877586 -1.1559168633 0.2486548965 -1.7264057581
#> [2301] -1.0939805271 -0.7722703768 3.0106407778 0.1146940817 0.0644584598
#> [2306] 0.9108167944 0.0978280619 -2.0260142872 1.1914040029 0.3596743809
#> [2311] 0.0386627126 -1.4209179371 2.4571384050 0.5669974885 0.2683103530
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#> [2321] 0.4483730319 -0.4159018834 -0.4055915752 -0.0154973614 0.6727715242
#> [2326] 0.8903137201 1.2801087248 0.1473288565 0.3846982396 -0.6103640489
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#> [2391] 2.0732338966 0.0904764694 -0.2429005623 -0.1761453977 0.3735945292
#> [2396] 1.1710917115 0.6132859103 0.0033574061 0.5562262580 0.6113357116
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#> [2421] 1.6768286852 1.2175694203 -2.0827582494 0.2971937136 0.0144127292
#> [2426] 1.0433553287 0.2485165934 -1.0135276650 0.1405078673 3.0420076205
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#> [2461] 0.9624775490 2.3024289341 0.4583970040 0.3415340061 0.8001913067
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#> [2506] 0.1363939110 0.9695687925 0.4271387682 -0.3418057053 -0.4483408721
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#> [2621] 1.5556314323 0.8480533305 0.9257836441 -0.8221770268 1.7812711914
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#> attr(,"class")
#> [1] "fHMM_residuals"