Custom imuGAP fit extraction

Thin wrapper around rstan::extract to extract typical imuGAP parameters.

Usage

extract_imugap(fit, pars = c("beta_bs"), ...)

Arguments

fit

an imugap_fit object returned by sampling()

pars

character vector; parameters to extract. Defaults to "beta_bs", the state-level B-spline parameter.

...

additional arguments passed to [rstan::extract()].

Value

a list, as returned by rstan::extract()

Examples

data("fit_sim")
extract_imugap(fit_sim)
#> $beta_bs
#>           
#> iterations      [,1]      [,2]      [,3]      [,4]      [,5]
#>       [1,] -1.710468 -1.804662 -2.335447 -3.038033 -2.657920
#>       [2,] -1.592193 -1.819218 -2.243512 -3.310391 -2.515095
#>       [3,] -1.842636 -1.640769 -2.505132 -2.926686 -3.363102
#>       [4,] -1.843195 -1.628599 -2.465844 -2.926601 -3.057074
#>       [5,] -1.693769 -1.710520 -2.410026 -2.917584 -2.728392
#>       [6,] -1.689531 -1.784039 -2.183979 -2.982522 -2.753933
#>       [7,] -2.090251 -1.518042 -2.676270 -3.037179 -3.102977
#>       [8,] -1.758807 -1.688596 -2.334722 -2.973883 -2.971053
#>       [9,] -1.834821 -1.751765 -2.456968 -3.088317 -2.819767
#>      [10,] -1.856739 -1.590386 -2.448327 -2.875736 -2.666504
#>      [11,] -1.701106 -1.801031 -2.258374 -3.080490 -2.707547
#>      [12,] -1.715362 -1.718600 -2.363610 -3.065196 -2.669021
#>      [13,] -1.983363 -1.725906 -2.457393 -3.093426 -3.044950
#>      [14,] -1.730910 -1.902582 -2.240820 -3.382990 -3.148966
#>      [15,] -2.014127 -1.562986 -2.326988 -2.986949 -2.396043
#>      [16,] -1.625406 -1.888505 -2.121436 -3.400567 -2.411148
#>      [17,] -2.008481 -1.598149 -2.470661 -3.185130 -2.818218
#>      [18,] -1.834336 -1.658006 -2.359992 -3.107786 -2.675558
#>      [19,] -1.803010 -1.627072 -2.573092 -2.853800 -2.954420
#>      [20,] -1.628538 -1.944936 -1.995792 -3.271019 -2.403101
#>      [21,] -2.098902 -1.602660 -2.414018 -3.048371 -2.752653
#>      [22,] -2.052121 -1.647990 -2.446681 -3.131963 -2.651371
#>      [23,] -1.663053 -1.812292 -2.213648 -2.984718 -2.851677
#>      [24,] -1.987905 -1.639001 -2.533109 -3.044341 -3.151550
#>      [25,] -1.648344 -1.770340 -2.284572 -2.907191 -2.998188
#>      [26,] -2.203586 -1.450428 -2.807620 -2.918475 -3.014015
#>      [27,] -1.716306 -1.902300 -2.161702 -3.340211 -2.517860
#>      [28,] -1.982064 -1.666305 -2.600968 -2.839625 -2.992306
#>      [29,] -2.012961 -1.454734 -2.801469 -2.575297 -3.281884
#>      [30,] -1.679281 -1.900483 -2.146652 -3.447888 -2.581901
#>      [31,] -1.695967 -1.700674 -2.385144 -2.845461 -2.960584
#>      [32,] -2.028648 -1.595478 -2.582388 -3.113541 -3.023177
#>      [33,] -1.914358 -1.659560 -2.309186 -3.247307 -2.638525
#>      [34,] -1.783716 -1.675692 -2.558067 -3.013449 -2.940017
#>      [35,] -1.797033 -1.695510 -2.367956 -3.169530 -2.879321
#>      [36,] -2.205333 -1.371255 -2.839815 -2.790320 -3.081528
#>      [37,] -1.862961 -1.709151 -2.244223 -3.153997 -2.495033
#>      [38,] -1.710499 -1.724346 -2.433187 -2.984830 -2.725717
#>      [39,] -1.892872 -1.773896 -2.192582 -3.217785 -2.625182
#>      [40,] -1.764491 -1.646652 -2.391632 -2.955352 -2.940722
#>      [41,] -1.806077 -1.749086 -2.456236 -3.211605 -2.775626
#>      [42,] -1.834237 -1.762974 -2.281385 -3.281369 -2.504519
#>      [43,] -1.799430 -1.621883 -2.458514 -2.958067 -2.447306
#>      [44,] -1.946859 -1.557273 -2.632796 -2.907286 -2.817931
#>      [45,] -1.682385 -1.833744 -2.136402 -3.208806 -2.727401
#>      [46,] -1.626527 -1.856598 -2.177046 -3.211636 -2.904565
#>      [47,] -2.042722 -1.471694 -2.716887 -2.769537 -2.877051
#>      [48,] -1.836823 -1.843227 -2.390185 -3.261175 -2.569720
#>      [49,] -1.493227 -1.904994 -2.111013 -3.217808 -2.745038
#>      [50,] -1.717514 -1.696996 -2.359070 -3.065192 -2.821710
#>      [51,] -1.726602 -1.737893 -2.339883 -3.064775 -2.950713
#>      [52,] -1.634460 -1.873299 -2.321280 -3.093951 -2.880406
#>      [53,] -1.610426 -1.891794 -2.280528 -3.131363 -2.829948
#>      [54,] -1.817485 -1.638062 -2.529297 -3.067563 -2.882890
#>      [55,] -1.733571 -1.734189 -2.245423 -3.066174 -2.638411
#>      [56,] -1.793830 -1.849874 -2.106965 -3.437026 -2.409003
#>      [57,] -1.696607 -1.917630 -2.123272 -3.431440 -2.620489
#>      [58,] -1.823021 -1.642577 -2.393973 -2.788862 -2.865846
#>      [59,] -1.618443 -1.898366 -2.169655 -3.263475 -2.648331
#>      [60,] -1.813392 -1.760011 -2.271947 -3.159534 -2.814088
#>      [61,] -1.791740 -1.718850 -2.350342 -3.001026 -2.531310
#>      [62,] -2.000457 -1.619709 -2.395662 -3.016554 -3.037111
#>      [63,] -1.659956 -1.765986 -2.282869 -2.977163 -2.868831
#>      [64,] -1.987818 -1.645575 -2.563377 -3.221412 -2.691710
#>      [65,] -1.691129 -1.958871 -2.149918 -3.357987 -2.678153
#>      [66,] -1.771702 -1.621557 -2.390227 -2.956355 -2.783641
#>      [67,] -2.296539 -1.391792 -2.792005 -2.735225 -3.166519
#>      [68,] -1.624874 -1.808476 -2.187309 -2.856535 -2.715022
#>      [69,] -1.738248 -1.789612 -2.268185 -3.154654 -2.480740
#>      [70,] -1.816507 -1.662218 -2.375067 -2.896172 -2.570313
#>      [71,] -1.773171 -1.722862 -2.246849 -2.999326 -2.614491
#>      [72,] -1.717908 -1.715744 -2.356610 -2.993847 -2.827652
#>      [73,] -1.735966 -1.697490 -2.295389 -3.098178 -2.831431
#>      [74,] -1.762672 -1.811041 -2.235657 -3.151911 -2.934600
#>      [75,] -1.515591 -2.019262 -1.864363 -3.465131 -2.369887
#>      [76,] -1.623802 -1.818788 -2.199433 -3.135887 -2.582629
#>      [77,] -1.989595 -1.684294 -2.453301 -2.950725 -2.952772
#>      [78,] -1.942338 -1.695279 -2.325063 -3.265705 -2.475687
#>      [79,] -1.699491 -1.827222 -2.453509 -3.120835 -2.869314
#>      [80,] -1.906299 -1.512172 -2.553836 -2.849731 -2.890812
#>      [81,] -1.801644 -1.879124 -2.258410 -3.282604 -2.712446
#>      [82,] -1.687458 -1.876782 -2.210716 -3.194113 -2.674608
#>      [83,] -1.906489 -1.569060 -2.444170 -2.942459 -2.674551
#>      [84,] -1.720079 -1.737586 -2.205302 -2.882687 -2.610331
#>      [85,] -1.942684 -1.678856 -2.428149 -3.189296 -2.749545
#>      [86,] -2.014069 -1.642761 -2.672842 -3.025657 -3.372267
#>      [87,] -1.848235 -1.726565 -2.337434 -2.986128 -2.688082
#>      [88,] -1.835033 -1.699250 -2.344491 -3.110314 -2.832569
#>      [89,] -1.896706 -1.658736 -2.408326 -2.896452 -2.995532
#>      [90,] -1.639703 -1.856653 -2.332673 -3.264238 -2.582592
#>      [91,] -1.914255 -1.537729 -2.492903 -2.812375 -2.721376
#>      [92,] -1.964050 -1.731649 -2.529173 -3.191458 -2.815374
#>      [93,] -1.801487 -1.627944 -2.585971 -2.795202 -3.179297
#>      [94,] -2.137636 -1.679809 -2.538645 -3.053764 -2.836555
#>      [95,] -1.938039 -1.793369 -2.277233 -3.219735 -2.708139
#>      [96,] -1.687086 -1.909405 -2.247538 -3.068709 -2.977520
#>      [97,] -1.826929 -1.795840 -2.417750 -3.053870 -2.805306
#>      [98,] -1.767745 -1.815961 -2.366558 -3.307568 -2.935149
#>      [99,] -1.915443 -1.767849 -2.583477 -3.173649 -3.166331
#>     [100,] -1.686794 -1.796659 -2.388030 -3.101290 -2.782362
#>     [101,] -1.803925 -1.744010 -2.338628 -3.452559 -2.563009
#>     [102,] -1.526532 -2.033329 -2.007092 -3.370905 -2.663624
#>     [103,] -1.926471 -1.635042 -2.536227 -2.983739 -3.014197
#>     [104,] -1.866410 -1.737177 -2.188729 -3.130355 -2.354906
#>     [105,] -2.014802 -1.681249 -2.241431 -3.284505 -2.666089
#>     [106,] -1.960804 -1.660331 -2.337649 -3.231087 -2.656114
#>     [107,] -1.728464 -1.773711 -2.176881 -3.164708 -2.297869
#>     [108,] -1.797655 -1.700183 -2.490546 -3.009889 -3.157969
#>     [109,] -1.848179 -1.727634 -2.255989 -3.166164 -2.813404
#>     [110,] -1.672098 -1.671769 -2.359560 -2.810253 -2.916114
#>     [111,] -1.802973 -1.734138 -2.444340 -2.925119 -2.991420
#>     [112,] -1.527597 -1.984154 -2.091513 -3.563617 -2.378871
#>     [113,] -2.010023 -1.604279 -2.380032 -2.918267 -2.702172
#>     [114,] -1.856749 -1.603452 -2.332475 -3.040837 -2.651477
#>     [115,] -1.820670 -1.656159 -2.472829 -2.765954 -2.944460
#>     [116,] -1.757514 -1.791204 -2.476470 -2.880884 -3.118696
#>     [117,] -1.888058 -1.632934 -2.396723 -2.875904 -3.059646
#>     [118,] -1.697212 -1.795058 -2.301561 -3.132632 -2.894483
#>     [119,] -1.697060 -1.863811 -2.205429 -3.380562 -2.863393
#>     [120,] -1.800055 -1.762992 -2.320974 -3.016702 -2.759235
#>     [121,] -1.612238 -2.030800 -2.035743 -3.422902 -2.693412
#>     [122,] -1.795881 -1.858557 -2.374836 -3.328495 -2.624646
#>     [123,] -1.860503 -1.742023 -2.437036 -3.168998 -2.622316
#>     [124,] -1.724661 -1.939705 -2.185020 -3.195787 -2.856010
#>     [125,] -1.876033 -1.673237 -2.397832 -3.012115 -2.868855
#>     [126,] -1.693900 -1.914753 -2.149458 -3.449275 -2.618778
#>     [127,] -2.021291 -1.610401 -2.524317 -2.838033 -2.930133
#>     [128,] -1.814131 -1.698245 -2.346062 -3.082495 -2.745525
#>     [129,] -1.769532 -1.687273 -2.450582 -3.130194 -2.500877
#>     [130,] -1.721783 -1.917715 -2.137301 -3.434307 -2.634238
#>     [131,] -1.764593 -1.775181 -2.318312 -3.275380 -2.640888
#>     [132,] -2.118067 -1.560066 -2.544230 -3.110096 -2.990268
#>     [133,] -1.693619 -1.842087 -2.308535 -3.283792 -2.704686
#>     [134,] -1.666099 -1.722093 -2.349133 -2.992175 -2.818676
#>     [135,] -1.870527 -1.681821 -2.383444 -3.088247 -2.483032
#>     [136,] -1.931611 -1.666637 -2.449382 -2.903394 -2.997412
#>     [137,] -2.069596 -1.647472 -2.417126 -3.161032 -2.773937
#>     [138,] -2.003108 -1.615384 -2.511149 -3.013280 -2.979480
#>     [139,] -1.794145 -1.585278 -2.461975 -2.806302 -2.709519
#>     [140,] -1.923129 -1.559417 -2.415452 -2.785556 -2.746767
#>     [141,] -1.675980 -1.802670 -2.377656 -2.939290 -2.787990
#>     [142,] -1.931273 -1.664861 -2.488472 -3.002523 -2.979133
#>     [143,] -1.585883 -1.914359 -2.236877 -3.194537 -2.731801
#>     [144,] -1.507334 -1.860651 -2.094601 -3.036094 -2.650604
#>     [145,] -1.720928 -1.765560 -2.109620 -3.090076 -2.355416
#>     [146,] -2.095558 -1.493554 -2.627160 -2.811819 -2.909118
#>     [147,] -1.878382 -1.670066 -2.455370 -2.958788 -3.111360
#>     [148,] -1.878161 -1.651181 -2.467428 -2.820110 -3.190017
#>     [149,] -1.657525 -1.962710 -2.113695 -3.545556 -2.844727
#>     [150,] -1.770418 -1.752204 -2.222228 -2.946363 -2.615847
#>     [151,] -1.952795 -1.717267 -2.427792 -3.194820 -2.821364
#>     [152,] -1.946315 -1.521827 -2.613640 -2.716704 -3.104124
#>     [153,] -1.615576 -1.695885 -2.231717 -2.993170 -2.812696
#>     [154,] -1.660844 -1.960783 -2.198339 -3.508317 -2.835255
#>     [155,] -1.901249 -1.662588 -2.318402 -2.940566 -2.582539
#>     [156,] -1.471269 -1.998594 -2.090793 -3.098522 -2.683230
#>     [157,] -1.887238 -1.605544 -2.472732 -2.845311 -2.919669
#>     [158,] -1.763726 -1.698864 -2.519826 -3.052381 -2.894483
#>     [159,] -1.562636 -1.948430 -2.153677 -3.288997 -2.594233
#>     [160,] -1.699889 -1.755259 -2.390101 -2.971707 -2.797948
#>     [161,] -1.729445 -1.875197 -2.244193 -3.357799 -2.837269
#>     [162,] -2.185518 -1.557542 -2.480374 -3.073827 -2.727103
#>     [163,] -1.908661 -1.474321 -2.517867 -2.878874 -2.628945
#>     [164,] -1.988149 -1.508782 -2.709941 -2.728946 -3.074413
#>     [165,] -1.864105 -1.653666 -2.467924 -2.867847 -2.955541
#>     [166,] -1.857978 -1.691032 -2.252859 -3.164526 -2.414843
#>     [167,] -1.640621 -1.780780 -2.329686 -3.004157 -2.724547
#>     [168,] -1.586284 -1.975340 -2.110445 -3.417462 -2.644886
#>     [169,] -1.952348 -1.669165 -2.590865 -3.093864 -3.047009
#>     [170,] -1.988219 -1.415459 -2.791267 -2.570859 -3.099726
#>     [171,] -1.834715 -1.623897 -2.522641 -2.802563 -2.959860
#>     [172,] -1.939900 -1.676501 -2.361391 -3.156872 -3.041707
#>     [173,] -1.724941 -1.742787 -2.424878 -2.990677 -2.976977
#>     [174,] -1.798240 -1.804428 -2.290491 -3.223917 -2.630981
#>     [175,] -1.572318 -1.957214 -2.127388 -3.209846 -2.766078
#>     [176,] -2.033291 -1.539978 -2.548551 -2.724121 -2.977097
#>     [177,] -1.827031 -1.685214 -2.377316 -2.948881 -2.670153
#>     [178,] -1.699777 -1.922550 -2.138703 -3.441027 -2.621327
#>     [179,] -1.760033 -1.677873 -2.503623 -2.860153 -2.972698
#>     [180,] -1.862697 -1.656934 -2.464466 -2.959914 -2.854621
#>     [181,] -1.609611 -1.923461 -2.370686 -3.294891 -3.131574
#>     [182,] -1.653442 -1.619532 -2.466160 -2.840494 -2.565646
#>     [183,] -1.945007 -1.622474 -2.502710 -2.831753 -3.094966
#>     [184,] -1.765527 -1.699701 -2.320741 -2.992660 -2.785379
#>     [185,] -1.665338 -1.801110 -2.334285 -3.050861 -2.718244
#>     [186,] -1.657027 -1.888154 -2.110222 -3.203793 -2.642160
#>     [187,] -2.015005 -1.515878 -2.543193 -2.909670 -2.932755
#>     [188,] -1.691087 -1.849017 -2.220387 -3.160131 -2.675656
#>     [189,] -1.880963 -1.687315 -2.267843 -3.142122 -2.222864
#>     [190,] -1.655915 -1.886414 -2.109844 -3.277655 -2.680067
#>     [191,] -1.687069 -1.905153 -2.138308 -3.447646 -2.540178
#>     [192,] -1.761396 -1.820078 -2.312843 -3.295423 -2.626801
#>     [193,] -1.639649 -1.880165 -2.242579 -3.271512 -2.565724
#>     [194,] -1.779610 -1.807864 -2.126116 -3.390587 -2.342188
#>     [195,] -1.684212 -1.900329 -2.149358 -3.451363 -2.552763
#>     [196,] -1.855892 -1.729861 -2.323673 -3.287530 -2.381713
#>     [197,] -1.821731 -1.620140 -2.498380 -2.940166 -2.701969
#>     [198,] -1.803678 -1.761236 -2.210122 -3.249218 -2.455563
#>     [199,] -2.032917 -1.604037 -2.452497 -3.231857 -2.630486
#>     [200,] -1.897148 -1.665800 -2.405956 -3.071219 -2.975081
#>     [201,] -1.751758 -1.811396 -2.213098 -3.144157 -2.742333
#>     [202,] -1.934283 -1.729145 -2.395450 -3.089650 -2.730642
#>     [203,] -1.891502 -1.812622 -2.549011 -3.153496 -3.621465
#>     [204,] -1.702648 -1.731079 -2.424958 -2.802355 -2.826228
#>     [205,] -1.946826 -1.677301 -2.364015 -3.256322 -2.781932
#>     [206,] -1.583100 -1.845337 -2.081196 -3.306477 -2.434540
#>     [207,] -1.700806 -1.910013 -2.073667 -3.310640 -2.593132
#>     [208,] -1.855008 -1.811301 -2.333346 -3.108847 -2.624490
#>     [209,] -1.804214 -1.814154 -2.382011 -3.235507 -3.020006
#>     [210,] -1.804631 -1.730743 -2.411755 -3.078187 -2.864909
#>     [211,] -1.950220 -1.639140 -2.486344 -3.094243 -3.042132
#>     [212,] -1.739032 -1.860079 -2.025846 -3.546367 -2.421979
#>     [213,] -1.951090 -1.763741 -2.277742 -3.356712 -2.483642
#>     [214,] -1.740545 -1.715523 -2.293152 -3.034816 -2.842330
#>     [215,] -1.659421 -1.847869 -2.239961 -3.047626 -2.988377
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#>    [1927,] -2.215210 -1.511195 -2.590506 -3.027208 -3.010959
#>    [1928,] -2.066338 -1.587625 -2.415033 -3.181005 -2.625548
#>    [1929,] -1.685006 -1.804285 -2.238638 -3.181225 -2.850481
#>    [1930,] -1.671184 -1.705994 -2.320097 -3.025279 -2.971851
#>    [1931,] -1.853940 -1.596687 -2.534909 -2.777422 -2.959466
#>    [1932,] -1.589834 -1.880866 -2.136780 -3.033794 -2.631579
#>    [1933,] -1.695800 -1.734792 -2.308640 -2.872370 -2.885157
#>    [1934,] -1.977840 -1.619803 -2.484077 -2.803005 -3.001412
#>    [1935,] -1.855123 -1.591546 -2.522119 -2.944846 -2.969758
#>    [1936,] -1.912121 -1.507272 -2.599677 -2.571385 -3.092686
#>    [1937,] -1.783788 -1.699336 -2.292602 -2.866653 -2.764082
#>    [1938,] -1.453788 -2.136634 -1.867276 -3.486112 -2.371963
#>    [1939,] -1.603203 -1.849907 -2.148325 -3.106528 -2.449107
#>    [1940,] -1.745296 -1.743321 -2.312313 -2.970405 -2.627054
#>    [1941,] -1.592438 -2.048557 -1.898792 -3.705133 -2.280893
#>    [1942,] -1.937149 -1.533398 -2.637466 -2.868864 -2.960002
#>    [1943,] -1.996200 -1.566292 -2.488648 -2.833457 -2.869063
#>    [1944,] -1.732641 -1.762642 -2.121794 -3.107050 -2.565887
#>    [1945,] -1.915307 -1.696345 -2.436675 -3.051374 -2.808698
#>    [1946,] -1.706082 -1.875925 -2.088932 -3.471854 -2.405293
#>    [1947,] -2.095471 -1.630315 -2.568663 -3.140328 -3.051943
#>    [1948,] -2.271735 -1.308669 -2.783736 -2.643086 -3.098769
#>    [1949,] -1.771737 -1.820744 -2.275439 -3.200926 -2.493791
#>    [1950,] -1.905793 -1.661912 -2.398791 -3.040046 -2.501982
#>    [1951,] -1.771137 -1.757633 -2.279437 -3.032234 -2.700563
#>    [1952,] -1.988000 -1.620525 -2.526784 -2.953018 -2.887431
#>    [1953,] -1.851067 -1.668326 -2.509150 -3.045144 -3.068816
#>    [1954,] -1.894856 -1.646533 -2.272090 -2.921703 -3.120370
#>    [1955,] -1.807028 -1.662192 -2.444390 -3.022689 -2.956028
#>    [1956,] -1.841298 -1.585886 -2.518253 -2.631800 -2.976737
#>    [1957,] -1.570275 -1.943301 -2.160743 -3.225659 -2.858882
#>    [1958,] -1.869460 -1.851931 -2.065962 -3.240904 -2.592875
#>    [1959,] -2.069248 -1.644753 -2.508699 -3.246929 -2.553284
#>    [1960,] -1.908213 -1.517681 -2.542423 -2.648311 -3.015150
#>    [1961,] -1.791449 -1.784446 -2.303935 -3.111208 -3.009377
#>    [1962,] -1.681091 -1.905192 -2.377908 -3.446028 -2.760493
#>    [1963,] -1.738806 -1.705378 -2.391148 -2.800251 -2.928634
#>    [1964,] -1.850403 -1.676241 -2.533984 -2.869477 -3.169762
#>    [1965,] -1.860144 -1.702729 -2.409188 -3.060524 -2.841690
#>    [1966,] -1.764037 -1.806194 -2.369755 -3.316996 -2.817993
#>    [1967,] -1.818170 -1.818364 -2.452534 -3.335366 -3.231056
#>    [1968,] -1.734199 -1.868678 -2.175102 -3.190447 -2.704010
#>    [1969,] -1.793802 -1.865673 -2.344854 -3.243793 -2.714692
#>    [1970,] -2.009719 -1.668668 -2.454571 -2.990255 -2.942713
#>    [1971,] -1.509230 -1.928631 -1.996679 -3.278106 -2.262112
#>    [1972,] -1.776190 -1.706471 -2.359176 -2.946594 -2.737257
#>    [1973,] -1.914224 -1.704355 -2.318393 -3.181596 -2.484417
#>    [1974,] -1.675511 -1.658194 -2.455129 -2.842129 -2.711273
#>    [1975,] -1.372660 -1.906959 -1.996679 -3.264748 -2.288069
#>    [1976,] -1.935791 -1.585825 -2.518716 -3.006479 -3.057462
#>    [1977,] -1.702917 -1.782229 -2.422551 -3.036968 -3.132250
#>    [1978,] -1.887606 -1.639404 -2.311513 -3.065288 -2.989445
#>    [1979,] -2.041495 -1.645286 -2.328945 -3.017858 -2.858387
#>    [1980,] -1.909913 -1.639450 -2.419860 -2.938829 -3.213849
#>    [1981,] -1.851302 -1.818974 -2.307800 -3.245087 -2.817105
#>    [1982,] -2.003670 -1.693732 -2.338268 -3.122975 -2.815061
#>    [1983,] -1.844312 -1.839093 -2.411549 -3.175473 -3.044823
#>    [1984,] -1.781992 -1.692675 -2.375069 -3.200454 -2.237709
#>    [1985,] -1.843769 -1.820266 -2.286736 -3.221658 -2.756874
#>    [1986,] -1.896210 -1.608204 -2.593846 -2.697315 -3.467830
#>    [1987,] -1.757329 -1.788280 -2.261894 -3.105118 -2.636162
#>    [1988,] -1.999624 -1.629125 -2.490119 -3.013377 -2.871111
#>    [1989,] -1.782132 -1.670047 -2.317025 -3.030053 -2.545568
#>    [1990,] -1.821411 -1.681615 -2.427802 -3.039270 -2.924511
#>    [1991,] -1.693358 -1.799992 -2.365967 -3.164784 -2.974964
#>    [1992,] -1.913493 -1.659424 -2.390341 -3.040542 -2.511458
#>    [1993,] -1.769286 -1.713576 -2.259072 -2.991672 -2.720865
#>    [1994,] -1.659695 -1.816700 -2.418050 -3.030652 -2.944728
#>    [1995,] -1.919587 -1.696598 -2.607269 -3.200820 -3.370168
#>    [1996,] -1.939829 -1.634212 -2.393223 -3.137148 -2.575548
#>    [1997,] -1.847279 -1.678476 -2.252146 -2.952939 -2.567833
#>    [1998,] -1.958583 -1.559110 -2.544593 -2.879830 -2.764198
#>    [1999,] -1.738225 -1.887407 -2.419739 -3.174488 -3.033805
#>    [2000,] -1.872622 -1.700773 -2.401765 -3.128190 -2.732900
#> 
extract_imugap(fit_sim, pars = "lambda_raw")
#> $lambda_raw
#>           
#> iterations         [,1]      [,2]
#>       [1,]  1.705935561 1.0557278
#>       [2,]  0.257168227 1.0651999
#>       [3,]  1.211390763 1.0284182
#>       [4,]  0.165442810 1.1091602
#>       [5,]  1.243927730 1.0697959
#>       [6,]  1.348127929 1.0573938
#>       [7,]  2.330915670 1.0102692
#>       [8,]  0.449933160 1.0667164
#>       [9,]  0.864699827 1.0214153
#>      [10,]  0.655525164 1.0875146
#>      [11,]  0.649774216 1.0585143
#>      [12,]  1.226694108 1.0486482
#>      [13,]  1.327504143 1.0098719
#>      [14,]  2.218953449 0.9956327
#>      [15,]  0.693764579 1.0891423
#>      [16,]  0.374526648 1.0406324
#>      [17,]  0.274062899 1.0403564
#>      [18,]  1.609605330 1.0648239
#>      [19,]  0.727231990 1.0439371
#>      [20,]  0.416175698 1.0684225
#>      [21,]  0.423465757 1.0612222
#>      [22,]  1.401043528 1.0348635
#>      [23,]  1.154714920 1.0703442
#>      [24,]  1.408594425 1.0155922
#>      [25,]  1.152578769 1.0704341
#>      [26,]  3.025660424 1.0138213
#>      [27,]  0.798351203 1.0169980
#>      [28,]  0.170216550 1.0930537
#>      [29,]  0.787111118 1.0698464
#>      [30,]  0.008335865 1.1052155
#>      [31,]  0.224270548 1.1003243
#>      [32,]  2.377764548 1.0086626
#>      [33,]  0.832432051 1.0346844
#>      [34,]  1.174428454 1.0322372
#>      [35,]  0.806874591 1.0096520
#>      [36,]  2.299387237 1.0337273
#>      [37,]  0.530222052 1.0570626
#>      [38,]  2.828244085 1.0565046
#>      [39,]  0.609991528 1.0433846
#>      [40,]  2.175231698 1.0594225
#>      [41,]  0.178444530 1.0634049
#>      [42,]  1.079537997 1.0255676
#>      [43,]  2.743734714 1.0725285
#>      [44,]  2.058115315 1.0293890
#>      [45,]  1.133456694 1.0316761
#>      [46,]  2.090491563 1.0279252
#>      [47,]  1.115536098 1.0388727
#>      [48,]  0.122573383 1.0828110
#>      [49,]  2.136941424 1.0388484
#>      [50,]  0.971717600 1.0567244
#>      [51,]  0.588947864 1.0388996
#>      [52,]  0.462069457 1.0370696
#>      [53,]  0.389645607 1.0445680
#>      [54,]  0.915843317 1.0300568
#>      [55,]  0.997662197 1.0606131
#>      [56,]  1.832692761 1.0235112
#>      [57,]  0.086870772 1.0883389
#>      [58,]  0.738683162 1.0854506
#>      [59,]  1.724170308 1.0340698
#>      [60,]  2.092389687 1.0310338
#>      [61,]  1.215264505 1.0630772
#>      [62,]  0.304360173 1.0752828
#>      [63,]  1.598700851 1.0492901
#>      [64,]  1.553731087 1.0018359
#>      [65,]  0.269270591 1.0433812
#>      [66,]  2.296854864 1.0781368
#>      [67,]  2.058157391 1.0549879
#>      [68,]  1.830613652 1.1034918
#>      [69,]  1.674973577 1.0419819
#>      [70,]  0.311590765 1.1011020
#>      [71,]  1.448922475 1.0825719
#>      [72,]  1.138226075 1.0476873
#>      [73,]  1.699066308 1.0488127
#>      [74,]  2.184114837 1.0408553
#>      [75,]  0.844750862 1.0339005
#>      [76,]  3.256101652 1.0429760
#>      [77,]  1.830697536 1.0364662
#>      [78,]  2.292236879 1.0416288
#>      [79,]  0.413502823 1.0316054
#>      [80,]  1.957182118 1.0437677
#>      [81,]  0.779575710 1.0210048
#>      [82,]  3.645670839 1.0363013
#>      [83,]  1.892317815 1.0659363
#>      [84,]  2.218170165 1.0948707
#>      [85,]  2.575663208 1.0274844
#>      [86,]  1.207888229 1.0078991
#>      [87,]  1.104428816 1.0464996
#>      [88,]  1.159653181 1.0291182
#>      [89,]  1.617837435 1.0478505
#>      [90,]  0.795024781 1.0205143
#>      [91,]  1.910514581 1.0758105
#>      [92,]  1.392883834 1.0141515
#>      [93,]  1.436892690 1.0362786
#>      [94,]  1.986712430 1.0232671
#>      [95,]  2.359641047 1.0289434
#>      [96,]  2.674639543 1.0172234
#>      [97,]  0.981030086 1.0248664
#>      [98,]  0.432592031 0.9874471
#>      [99,]  0.236938603 1.0210168
#>     [100,]  2.190466065 1.0316195
#>     [101,]  1.892695241 1.0018087
#>     [102,]  0.585225192 1.0275104
#>     [103,]  1.089585491 1.0220103
#>     [104,]  0.800351797 1.0511545
#>     [105,]  0.455187324 1.0377700
#>     [106,]  1.193862480 1.0228161
#>     [107,]  0.112011965 1.1154692
#>     [108,]  0.303178812 1.0578463
#>     [109,]  0.665873364 1.0375279
#>     [110,]  0.567384847 1.0813413
#>     [111,]  0.679703219 1.0448129
#>     [112,]  1.519417668 1.0076583
#>     [113,]  0.724392951 1.0719460
#>     [114,]  0.420403791 1.0713975
#>     [115,]  0.402201563 1.0692997
#>     [116,]  0.562169339 1.0331251
#>     [117,]  1.549926014 1.0468042
#>     [118,]  0.393050300 1.0468213
#>     [119,]  0.108729145 1.0748837
#>     [120,]  1.059129514 1.0366240
#>     [121,]  2.303987712 1.0046945
#>     [122,]  2.334581002 1.0182812
#>     [123,]  2.745306032 1.0302480
#>     [124,]  2.971099824 1.0235833
#>     [125,]  2.347371622 1.0471123
#>     [126,]  0.025544674 1.0961674
#>     [127,]  1.044100659 1.0429812
#>     [128,]  2.866348576 1.0352874
#>     [129,]  1.685791898 1.0459549
#>     [130,]  0.045081112 1.0941864
#>     [131,]  0.133062858 1.0852397
#>     [132,]  3.186265382 1.0052500
#>     [133,]  0.474043877 1.0228257
#>     [134,]  1.977657778 1.0523192
#>     [135,]  1.786505480 1.0440844
#>     [136,]  2.130146321 1.0562055
#>     [137,]  1.833337886 1.0165520
#>     [138,]  0.501936350 1.0373537
#>     [139,]  0.179893134 1.1137770
#>     [140,]  0.372996496 1.0944456
#>     [141,]  0.287178031 1.0755141
#>     [142,]  1.314550257 1.0269388
#>     [143,]  2.933543896 1.0266881
#>     [144,]  3.618963003 1.0908311
#>     [145,]  1.779362568 1.0821953
#>     [146,]  1.920020772 1.0484325
#>     [147,]  1.871358993 1.0366677
#>     [148,]  0.713341153 1.0424771
#>     [149,]  0.545573831 0.9898209
#>     [150,]  1.695939055 1.0974083
#>     [151,]  0.099075604 1.0819711
#>     [152,]  1.327377401 1.0507228
#>     [153,]  0.646081423 1.0631966
#>     [154,]  1.026946047 1.0009697
#>     [155,]  1.885038871 1.0827704
#>     [156,]  1.501028520 1.0458371
#>     [157,]  1.053424914 1.0680224
#>     [158,]  1.162639933 1.0118615
#>     [159,]  0.951503784 1.0371306
#>     [160,]  1.718755876 1.0452942
#>     [161,]  0.727492261 1.0067247
#>     [162,]  0.510932085 1.0463033
#>     [163,]  1.941079435 1.0807387
#>     [164,]  1.024198360 1.0408821
#>     [165,]  0.983927124 1.0511056
#>     [166,]  1.430996204 1.0460278
#>     [167,]  1.686759658 1.0673337
#>     [168,]  0.839075600 1.0257006
#>     [169,]  0.491644497 1.0068666
#>     [170,]  1.973419777 1.0781110
#>     [171,]  2.894878701 1.0606424
#>     [172,]  0.429270232 1.0431107
#>     [173,]  0.583514628 1.0447250
#>     [174,]  0.134575436 1.0755638
#>     [175,]  1.345063129 1.0381217
#>     [176,]  1.040007585 1.0763282
#>     [177,]  2.629867944 1.0676862
#>     [178,]  0.053631712 1.0955615
#>     [179,]  1.259191645 1.0537348
#>     [180,]  3.227317641 1.0401116
#>     [181,]  0.769883869 0.9963816
#>     [182,]  1.550630621 1.0803023
#>     [183,]  0.771493446 1.0400507
#>     [184,]  0.771250808 1.0608437
#>     [185,]  0.504217197 1.0480948
#>     [186,]  2.266881107 1.0457386
#>     [187,]  0.521822324 1.0415613
#>     [188,]  1.568981161 1.0393762
#>     [189,]  2.373966166 1.0814878
#>     [190,]  1.542921810 1.0447142
#>     [191,]  0.033797275 1.1027829
#>     [192,]  0.930695114 1.0054330
#>     [193,]  0.830247975 1.0295105
#>     [194,]  0.757053025 1.0329670
#>     [195,]  0.104731477 1.1018594
#>     [196,]  1.324590496 1.0222789
#>     [197,]  1.385396785 1.0493501
#>     [198,]  1.938466602 1.0402660
#>     [199,]  3.118663236 1.0153763
#>     [200,]  0.613830921 1.0395285
#>     [201,]  3.203066754 1.0419389
#>     [202,]  0.306021458 1.0612437
#>     [203,]  0.493688112 0.9792749
#>     [204,]  0.354864955 1.1167696
#>     [205,]  1.921414252 1.0300449
#>     [206,]  1.410473848 1.0551110
#>     [207,]  1.098977213 1.0334858
#>     [208,]  0.325071064 1.0689685
#>     [209,]  3.086251711 1.0094667
#>     [210,]  2.493509712 1.0300580
#>     [211,]  2.667118416 1.0224850
#>     [212,]  2.468396835 1.0276550
#>     [213,]  0.344306232 1.0409006
#>     [214,]  0.922997230 1.0401966
#>     [215,]  0.598996114 1.0328489
#>     [216,]  2.599139382 1.0132683
#>     [217,]  2.021054846 1.0818007
#>     [218,]  0.617437114 1.0304160
#>     [219,]  2.211230980 1.0573434
#>     [220,]  1.926631468 1.0507367
#>     [221,]  0.386662997 1.0698585
#>     [222,]  2.352791602 1.0455531
#>     [223,]  1.292356896 1.0860667
#>     [224,]  1.152432414 1.0342221
#>     [225,]  1.373215321 1.0302721
#>     [226,]  2.474179918 1.0084093
#>     [227,]  0.331594820 1.0947614
#>     [228,]  1.452243914 1.0269072
#>     [229,]  0.695770000 1.0294968
#>     [230,]  1.936927485 1.0401296
#>     [231,]  1.144037819 1.0012956
#>     [232,]  1.191441546 1.0081945
#>     [233,]  2.371617855 1.0266453
#>     [234,]  0.229219584 1.0688109
#>     [235,]  1.229757921 1.0342246
#>     [236,]  2.269196708 1.0442106
#>     [237,]  0.413048346 1.0569884
#>     [238,]  0.969904442 1.0127342
#>     [239,]  0.351579731 1.0426189
#>     [240,]  1.729733522 1.0473889
#>     [241,]  2.277592043 1.0859358
#>     [242,]  2.987780788 1.0565902
#>     [243,]  1.640383360 1.0373744
#>     [244,]  1.160294527 1.0345374
#>     [245,]  2.058567532 1.0600138
#>     [246,]  0.155244514 1.0635191
#>     [247,]  1.024176465 1.0844165
#>     [248,]  0.029289170 1.0957938
#>     [249,]  2.027024092 1.0327665
#>     [250,]  0.829859056 1.0435370
#>     [251,]  2.695494089 1.0306624
#>     [252,]  2.384892577 1.0364199
#>     [253,]  0.418617884 1.0759732
#>     [254,]  1.603463988 1.0318896
#>     [255,]  2.398455579 1.0340878
#>     [256,]  1.556668421 1.0357119
#>     [257,]  0.069832168 1.0963603
#>     [258,]  0.462022276 1.1100453
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#>    [1780,]  3.180237412 1.0535423
#>    [1781,]  1.130845056 1.0034613
#>    [1782,]  1.352929614 1.0479096
#>    [1783,]  0.032182583 1.1108860
#>    [1784,]  1.677636401 1.0356204
#>    [1785,]  1.547631030 1.0178008
#>    [1786,]  0.103171673 1.1014116
#>    [1787,]  0.412854089 1.0529813
#>    [1788,]  2.597310817 1.0266447
#>    [1789,]  0.991533622 1.0509272
#>    [1790,]  0.643765563 1.0176966
#>    [1791,]  2.543292016 0.9803536
#>    [1792,]  2.237889515 1.0620816
#>    [1793,]  0.833228763 1.0127688
#>    [1794,]  0.730550866 1.0162534
#>    [1795,]  0.876090879 1.0560464
#>    [1796,]  2.261077360 1.0122719
#>    [1797,]  0.225216499 1.1176656
#>    [1798,]  0.253589052 1.0342322
#>    [1799,]  0.888882881 1.0654001
#>    [1800,]  0.715855598 1.0410444
#>    [1801,]  1.321045063 1.0687014
#>    [1802,]  1.434060823 0.9953131
#>    [1803,]  0.723303242 1.0198773
#>    [1804,]  1.891159906 1.0510826
#>    [1805,]  1.210243307 1.0410868
#>    [1806,]  1.608538805 1.0579788
#>    [1807,]  0.261770988 1.0464847
#>    [1808,]  1.178128141 1.0130609
#>    [1809,]  1.591274776 1.0697458
#>    [1810,]  2.627719682 1.0104133
#>    [1811,]  0.804922412 1.0089749
#>    [1812,]  2.218518709 1.0550611
#>    [1813,]  2.258400855 1.0291720
#>    [1814,]  1.754221844 1.0175123
#>    [1815,]  0.050001132 1.1358385
#>    [1816,]  0.701353359 1.0553699
#>    [1817,]  3.874863508 1.0036637
#>    [1818,]  2.625091774 1.0251270
#>    [1819,]  1.250064149 1.0275533
#>    [1820,]  0.096874937 1.0898457
#>    [1821,]  1.354094087 1.0131810
#>    [1822,]  1.796585637 1.0937074
#>    [1823,]  0.936964955 1.0057659
#>    [1824,]  0.776313116 1.0149545
#>    [1825,]  1.938757833 1.0177138
#>    [1826,]  1.398498573 1.0480120
#>    [1827,]  2.156938572 1.0328670
#>    [1828,]  0.675012107 1.0799484
#>    [1829,]  0.880089034 1.0401782
#>    [1830,]  0.070931446 1.1295316
#>    [1831,]  1.124824796 1.0460720
#>    [1832,]  0.344614168 1.0326350
#>    [1833,]  2.462861355 1.0401943
#>    [1834,]  1.964508859 1.0498662
#>    [1835,]  0.071930982 1.1149971
#>    [1836,]  1.208598734 1.0665249
#>    [1837,]  1.480308497 1.0241510
#>    [1838,]  1.853015624 1.0293330
#>    [1839,]  2.040557331 1.0660350
#>    [1840,]  1.601295684 1.0551615
#>    [1841,]  1.687568209 1.0151937
#>    [1842,]  1.221770499 1.0269985
#>    [1843,]  0.440954831 1.0144720
#>    [1844,]  0.745167338 1.0762926
#>    [1845,]  0.132030820 1.1485911
#>    [1846,]  1.648420566 1.0495729
#>    [1847,]  2.438586506 1.0604335
#>    [1848,]  1.086801694 1.0426205
#>    [1849,]  2.049105358 1.0662368
#>    [1850,]  0.823248997 1.0279169
#>    [1851,]  0.329221101 1.0485191
#>    [1852,]  1.962030384 1.0414762
#>    [1853,]  0.467752729 1.0271433
#>    [1854,]  2.277022077 1.0412144
#>    [1855,]  0.192872446 1.0695631
#>    [1856,]  1.468315248 1.0160083
#>    [1857,]  1.301492129 1.0345672
#>    [1858,]  2.151067430 1.0244317
#>    [1859,]  0.756431803 1.0072107
#>    [1860,]  0.281163273 1.0778931
#>    [1861,]  3.218356844 1.0094375
#>    [1862,]  0.915931825 1.0639609
#>    [1863,]  0.584164986 1.0440373
#>    [1864,]  2.728048100 1.0264325
#>    [1865,]  2.320431099 1.0350900
#>    [1866,]  1.484856579 1.0220675
#>    [1867,]  1.317141687 0.9951231
#>    [1868,]  0.779199440 1.0558396
#>    [1869,]  0.668308449 0.9932710
#>    [1870,]  0.198856647 1.0972246
#>    [1871,]  1.499194475 1.0079043
#>    [1872,]  0.181046812 1.0762846
#>    [1873,]  1.886222418 1.0420027
#>    [1874,]  1.793800893 1.0540954
#>    [1875,]  0.470669605 1.0234638
#>    [1876,]  2.540935099 1.0258477
#>    [1877,]  0.032182583 1.1108860
#>    [1878,]  1.185853859 1.0362332
#>    [1879,]  0.286465310 1.0952807
#>    [1880,]  0.607412570 1.0157400
#>    [1881,]  0.332378990 1.0387497
#>    [1882,]  1.181063333 1.0564391
#>    [1883,]  1.041047630 1.0462815
#>    [1884,]  1.087551239 1.0632901
#>    [1885,]  1.506158970 1.0347216
#>    [1886,]  0.029840085 1.1135939
#>    [1887,]  2.705569710 1.0242117
#>    [1888,]  1.938208046 1.0155605
#>    [1889,]  2.864204705 1.0073977
#>    [1890,]  1.182780843 1.0897170
#>    [1891,]  0.743973409 0.9963257
#>    [1892,]  1.352784337 1.0378060
#>    [1893,]  1.658457122 1.0337256
#>    [1894,]  0.911619789 1.0258297
#>    [1895,]  2.261954763 1.0656674
#>    [1896,]  0.372961059 1.1169509
#>    [1897,]  1.486912338 1.0539891
#>    [1898,]  1.764289134 1.0702723
#>    [1899,]  0.025167744 1.1212336
#>    [1900,]  0.954710801 1.0161860
#>    [1901,]  0.710086164 1.0655788
#>    [1902,]  2.274907666 1.0837076
#>    [1903,]  0.859429488 1.0281863
#>    [1904,]  1.580919038 1.0479689
#>    [1905,]  0.193643617 1.0530962
#>    [1906,]  1.828197613 1.0502095
#>    [1907,]  0.730803223 1.0859500
#>    [1908,]  1.928800738 1.0492920
#>    [1909,]  1.544724647 1.0899716
#>    [1910,]  1.465863189 1.0549375
#>    [1911,]  0.417482972 1.0574530
#>    [1912,]  0.044641758 1.1285258
#>    [1913,]  1.871262937 1.0332258
#>    [1914,]  2.657856573 1.0217089
#>    [1915,]  0.737760144 1.0705109
#>    [1916,]  0.026067700 1.1377220
#>    [1917,]  0.761100471 1.0409181
#>    [1918,]  2.688377460 1.0635285
#>    [1919,]  2.532605175 1.0588006
#>    [1920,]  0.172270231 1.0698588
#>    [1921,]  0.766916128 1.0176099
#>    [1922,]  0.980517807 1.0462251
#>    [1923,]  0.664339955 1.0496330
#>    [1924,]  2.183351193 1.0391950
#>    [1925,]  2.388772617 1.0784269
#>    [1926,]  2.278973190 0.9971726
#>    [1927,]  0.354377772 1.0380075
#>    [1928,]  1.539363734 1.0337221
#>    [1929,]  1.212139437 1.0341287
#>    [1930,]  2.774199470 1.0366986
#>    [1931,]  0.754719397 1.0760230
#>    [1932,]  1.085984253 1.0677934
#>    [1933,]  0.075385062 1.1784254
#>    [1934,]  2.767969360 1.0582979
#>    [1935,]  2.795047756 1.0300469
#>    [1936,]  1.480835792 1.0776868
#>    [1937,]  1.907902037 1.0962435
#>    [1938,]  2.478249630 1.0349836
#>    [1939,]  1.213836916 1.0657655
#>    [1940,]  1.375189747 1.0488172
#>    [1941,]  0.445770951 1.0097205
#>    [1942,]  1.176074212 1.0538442
#>    [1943,]  0.561555157 1.0715687
#>    [1944,]  0.268158913 1.0945221
#>    [1945,]  0.086897726 1.1121171
#>    [1946,]  3.198236911 1.0099107
#>    [1947,]  0.767290972 0.9989348
#>    [1948,]  0.979608814 1.0699050
#>    [1949,]  1.619615421 1.0353720
#>    [1950,]  0.030541902 1.1445677
#>    [1951,]  2.703495650 1.0669008
#>    [1952,]  2.082494211 1.0394374
#>    [1953,]  0.421222021 1.0374685
#>    [1954,]  1.979992677 1.0531406
#>    [1955,]  0.042967737 1.1323949
#>    [1956,]  1.243999243 1.0967689
#>    [1957,]  0.790751944 1.0377491
#>    [1958,]  0.787972980 1.0639341
#>    [1959,]  0.794108169 1.0176257
#>    [1960,]  0.352924016 1.1271602
#>    [1961,]  0.135934498 1.1018369
#>    [1962,]  2.022373911 0.9755065
#>    [1963,]  0.140160331 1.1370189
#>    [1964,]  0.520935986 1.0404035
#>    [1965,]  0.111094824 1.1321120
#>    [1966,]  1.413864259 0.9873190
#>    [1967,]  1.148787940 0.9766073
#>    [1968,]  2.800310079 1.0360170
#>    [1969,]  0.285631543 1.0310212
#>    [1970,]  0.489563267 1.0302943
#>    [1971,]  3.056082053 1.0605013
#>    [1972,]  1.584298220 1.0463052
#>    [1973,]  1.741465886 1.0303073
#>    [1974,]  0.253919197 1.1186835
#>    [1975,]  0.330791054 1.0761603
#>    [1976,]  2.272792907 1.0146921
#>    [1977,]  1.142816861 1.0399747
#>    [1978,]  2.077782722 1.0416507
#>    [1979,]  0.036840339 1.1492011
#>    [1980,]  1.092480757 1.0446983
#>    [1981,]  1.959189622 1.0004260
#>    [1982,]  2.629082129 1.0324204
#>    [1983,]  0.894030995 1.0161183
#>    [1984,]  1.254538242 1.0378526
#>    [1985,]  0.818834701 1.0151684
#>    [1986,]  0.194615272 1.0849410
#>    [1987,]  2.880243175 1.0275010
#>    [1988,]  0.046622320 1.1139679
#>    [1989,]  0.685511254 1.0572961
#>    [1990,]  0.044641758 1.1285258
#>    [1991,]  1.023886138 1.0205498
#>    [1992,]  0.083144226 1.1397823
#>    [1993,]  1.675998064 1.0605981
#>    [1994,]  1.570448747 1.0192801
#>    [1995,]  1.638790624 0.9791368
#>    [1996,]  0.515352045 1.0514997
#>    [1997,]  1.469747934 1.0641741
#>    [1998,]  1.376293017 1.0557182
#>    [1999,]  1.392259263 0.9920669
#>    [2000,]  1.325574064 1.0460283
#>