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Thin wrapper around backend extract to extract typical imuGAP parameters.

Usage

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

Arguments

fit

an object of class imugap_fit returned by [sampling()].

pars

character vector of parameter names to extract (default: "beta_bs").

...

additional arguments passed to the backend extract method.

Value

a list, of extracted parameter arrays as returned by the backend.

Examples

data("fit_sim")
extract_imugap(fit_sim)
#> $beta_bs
#>           
#> iterations      [,1]      [,2]      [,3]      [,4]      [,5]
#>       [1,] -1.622622 -1.872096 -2.338035 -3.118993 -2.542676
#>       [2,] -1.630080 -1.878308 -2.325940 -3.119304 -2.506326
#>       [3,] -1.605088 -1.886821 -2.327420 -3.138572 -2.484802
#>       [4,] -1.644512 -1.818811 -2.383586 -3.006152 -2.540877
#>       [5,] -1.637233 -1.857637 -2.444576 -3.118215 -2.532684
#>       [6,] -1.663176 -1.918228 -2.395690 -3.291326 -2.578291
#>       [7,] -1.652631 -1.902400 -2.325421 -3.228347 -2.534671
#>       [8,] -1.666625 -1.799659 -2.568188 -3.027734 -2.562182
#>       [9,] -1.648124 -1.813053 -2.371576 -3.149970 -2.539563
#>      [10,] -1.645462 -1.773007 -2.420062 -3.169084 -2.372199
#>      [11,] -1.679806 -1.831115 -2.471634 -3.144604 -2.555488
#>      [12,] -1.663277 -1.812278 -2.561136 -3.080427 -2.609801
#>      [13,] -1.689731 -1.786333 -2.586875 -3.064216 -2.730212
#>      [14,] -1.650878 -1.840365 -2.513241 -3.048869 -2.537762
#>      [15,] -1.629115 -1.770097 -2.489794 -2.944930 -2.638522
#>      [16,] -1.649965 -1.853549 -2.490300 -3.113700 -2.551086
#>      [17,] -1.637281 -1.862824 -2.394016 -3.085094 -2.513647
#>      [18,] -1.616205 -1.861887 -2.414382 -3.092075 -2.591980
#>      [19,] -1.663458 -1.885593 -2.412119 -3.191770 -2.542122
#>      [20,] -1.626333 -1.832810 -2.467116 -2.940533 -2.614450
#>      [21,] -1.619742 -1.833509 -2.481410 -2.974779 -2.654410
#>      [22,] -1.681507 -1.791318 -2.509713 -2.954503 -2.668784
#>      [23,] -1.600136 -1.835424 -2.448283 -3.016477 -2.638637
#>      [24,] -1.664581 -1.893670 -2.441576 -3.370636 -2.460276
#>      [25,] -1.659647 -1.940948 -2.411041 -3.192119 -2.650493
#>      [26,] -1.647134 -1.759252 -2.434151 -2.959875 -2.515765
#>      [27,] -1.620639 -1.853167 -2.430349 -3.025507 -2.540015
#>      [28,] -1.648256 -1.805132 -2.436793 -3.040591 -2.457374
#>      [29,] -1.650443 -1.773755 -2.469521 -3.013370 -2.523246
#>      [30,] -1.626677 -1.759542 -2.528268 -2.991741 -2.589431
#>      [31,] -1.647261 -1.782975 -2.431114 -3.027080 -2.664965
#>      [32,] -1.655932 -1.818722 -2.409331 -3.105664 -2.617957
#>      [33,] -1.683641 -1.832128 -2.381940 -3.153880 -2.604660
#>      [34,] -1.640158 -1.924456 -2.307600 -3.196235 -2.634408
#>      [35,] -1.699042 -1.866085 -2.515868 -3.205247 -2.520717
#>      [36,] -1.642983 -1.818440 -2.446695 -3.111838 -2.560673
#>      [37,] -1.668977 -1.818626 -2.611715 -2.977457 -2.648374
#>      [38,] -1.599574 -1.947309 -2.353373 -3.249066 -2.337118
#>      [39,] -1.628139 -1.930850 -2.270583 -3.354593 -2.440056
#>      [40,] -1.585378 -1.945361 -2.209270 -3.278069 -2.429481
#>      [41,] -1.580549 -1.958561 -2.203820 -3.286403 -2.422790
#>      [42,] -1.619838 -1.943551 -2.259527 -3.230431 -2.450400
#>      [43,] -1.671956 -1.784277 -2.642576 -3.048050 -2.658588
#>      [44,] -1.651010 -1.821325 -2.385402 -3.121462 -2.547595
#>      [45,] -1.640616 -1.778078 -2.585832 -2.860615 -2.687849
#>      [46,] -1.674923 -1.748664 -2.578471 -3.018318 -2.579558
#>      [47,] -1.666109 -1.739294 -2.462453 -2.988548 -2.508740
#>      [48,] -1.626146 -1.849491 -2.437419 -3.150330 -2.432610
#>      [49,] -1.625315 -1.885839 -2.453085 -3.096224 -2.652103
#>      [50,] -1.661534 -1.876174 -2.397393 -3.148357 -2.463727
#>      [51,] -1.625896 -1.874664 -2.378596 -3.179529 -2.628511
#>      [52,] -1.644274 -1.874052 -2.482844 -3.118571 -2.516512
#>      [53,] -1.644898 -1.871448 -2.373781 -3.218024 -2.551361
#>      [54,] -1.604843 -1.818090 -2.515151 -3.009881 -2.576101
#>      [55,] -1.679648 -1.783440 -2.498571 -3.057410 -2.489660
#>      [56,] -1.639420 -1.788087 -2.483449 -3.017952 -2.577696
#>      [57,] -1.648501 -1.894034 -2.502397 -3.040845 -2.597731
#>      [58,] -1.647371 -1.870775 -2.446620 -3.127942 -2.401006
#>      [59,] -1.662620 -1.826923 -2.425837 -3.182672 -2.506299
#>      [60,] -1.718203 -1.772671 -2.502478 -3.116233 -2.575409
#>      [61,] -1.653720 -1.798160 -2.583758 -3.097002 -2.560216
#>      [62,] -1.604213 -1.823392 -2.375702 -2.920704 -2.587841
#>      [63,] -1.611814 -1.731081 -2.489128 -3.020822 -2.403902
#>      [64,] -1.612847 -1.877621 -2.470750 -3.146054 -2.663940
#>      [65,] -1.671101 -1.888882 -2.417050 -3.117515 -2.685342
#>      [66,] -1.608395 -1.902970 -2.378479 -3.257802 -2.407858
#>      [67,] -1.619501 -1.908499 -2.364144 -3.239497 -2.422772
#>      [68,] -1.624274 -1.929461 -2.310788 -3.271086 -2.382647
#>      [69,] -1.640435 -1.876777 -2.319931 -3.248185 -2.562000
#>      [70,] -1.663252 -1.915494 -2.429584 -3.227355 -2.431743
#>      [71,] -1.632857 -1.772680 -2.502691 -2.962218 -2.614517
#>      [72,] -1.583587 -1.929118 -2.344665 -3.155697 -2.571728
#>      [73,] -1.660313 -1.814802 -2.437469 -3.000701 -2.520047
#>      [74,] -1.648053 -1.762728 -2.512191 -2.954930 -2.519537
#>      [75,] -1.604335 -1.875459 -2.386322 -3.154771 -2.503971
#>      [76,] -1.669073 -1.883343 -2.376980 -3.212500 -2.513994
#>      [77,] -1.605853 -1.861076 -2.327565 -3.193712 -2.375686
#>      [78,] -1.614989 -1.902551 -2.339286 -3.180272 -2.497318
#>      [79,] -1.654934 -1.863568 -2.398543 -3.178266 -2.566379
#>      [80,] -1.603760 -1.870498 -2.444051 -3.141637 -2.490951
#>      [81,] -1.610837 -1.842480 -2.345067 -3.092866 -2.466796
#>      [82,] -1.594444 -1.856394 -2.421241 -3.064565 -2.458648
#>      [83,] -1.595606 -1.869927 -2.400204 -3.032227 -2.493137
#>      [84,] -1.677004 -1.839199 -2.473306 -3.052761 -2.556228
#>      [85,] -1.679553 -1.830315 -2.512143 -3.226925 -2.522564
#>      [86,] -1.643043 -1.743386 -2.532258 -2.997904 -2.582861
#>      [87,] -1.584033 -1.841329 -2.335073 -3.071233 -2.489391
#>      [88,] -1.687650 -1.844971 -2.576243 -3.031926 -2.609818
#>      [89,] -1.682544 -1.837679 -2.579802 -3.065892 -2.627191
#>      [90,] -1.683574 -1.801391 -2.525883 -3.069375 -2.712938
#>      [91,] -1.640715 -1.907777 -2.370017 -3.273779 -2.534875
#>      [92,] -1.630128 -1.765333 -2.444484 -2.979654 -2.605894
#>      [93,] -1.684733 -1.832656 -2.382143 -3.155642 -2.618164
#>      [94,] -1.632555 -1.883266 -2.467586 -3.137233 -2.523935
#>      [95,] -1.600279 -1.804790 -2.525625 -3.018692 -2.509844
#>      [96,] -1.609808 -1.797270 -2.509742 -3.009893 -2.540335
#>      [97,] -1.673513 -1.802149 -2.441179 -3.050999 -2.603312
#>      [98,] -1.573212 -1.829898 -2.304142 -3.042923 -2.530708
#>      [99,] -1.565903 -1.867203 -2.316783 -2.989062 -2.443836
#>     [100,] -1.691143 -1.824672 -2.521033 -3.074136 -2.612482
#>     [101,] -1.647206 -1.772436 -2.518834 -3.000580 -2.568191
#>     [102,] -1.665553 -1.787756 -2.491674 -2.986829 -2.697756
#>     [103,] -1.653765 -1.714086 -2.627769 -2.941530 -2.500539
#>     [104,] -1.661872 -1.744423 -2.517338 -2.973115 -2.647769
#>     [105,] -1.618002 -1.798521 -2.540644 -3.112645 -2.588455
#>     [106,] -1.630739 -1.799545 -2.472250 -2.899489 -2.568239
#>     [107,] -1.622366 -1.729335 -2.567558 -2.986930 -2.512265
#>     [108,] -1.700460 -1.916834 -2.396653 -3.213903 -2.725680
#>     [109,] -1.687607 -1.889609 -2.450759 -3.199703 -2.667182
#>     [110,] -1.648924 -1.829993 -2.532007 -3.084820 -2.596674
#>     [111,] -1.658974 -1.851620 -2.429037 -3.066005 -2.581381
#>     [112,] -1.638209 -1.774001 -2.505023 -3.102988 -2.505356
#>     [113,] -1.663542 -1.811807 -2.469206 -2.995482 -2.562258
#>     [114,] -1.655034 -1.767954 -2.488328 -3.049581 -2.490197
#>     [115,] -1.700417 -1.706106 -2.651262 -2.871463 -2.724175
#>     [116,] -1.663946 -1.733010 -2.655535 -2.870386 -2.646043
#>     [117,] -1.617699 -1.829409 -2.425974 -3.029410 -2.610508
#>     [118,] -1.684203 -1.840567 -2.435886 -3.077895 -2.600703
#>     [119,] -1.586912 -1.858577 -2.429183 -3.071071 -2.470159
#>     [120,] -1.632043 -1.889238 -2.341510 -3.100817 -2.656676
#>     [121,] -1.637107 -1.908315 -2.406984 -3.291148 -2.342121
#>     [122,] -1.624559 -1.931112 -2.351604 -3.061046 -2.665966
#>     [123,] -1.624590 -1.823773 -2.395923 -3.134795 -2.466779
#>     [124,] -1.649859 -1.870531 -2.457194 -3.101478 -2.646804
#>     [125,] -1.647146 -1.858540 -2.407071 -3.056523 -2.587151
#>     [126,] -1.640032 -1.912449 -2.435785 -3.123444 -2.595721
#>     [127,] -1.660263 -1.813652 -2.411431 -3.046722 -2.696106
#>     [128,] -1.688611 -1.792470 -2.567901 -3.041321 -2.542425
#>     [129,] -1.656530 -1.788645 -2.480417 -3.086553 -2.600123
#>     [130,] -1.678206 -1.839215 -2.575215 -3.051269 -2.677429
#>     [131,] -1.642383 -1.857422 -2.338510 -3.073685 -2.501978
#>     [132,] -1.657344 -1.811755 -2.476120 -2.985682 -2.626537
#>     [133,] -1.613609 -1.822332 -2.431402 -3.052889 -2.613353
#>     [134,] -1.625277 -1.813106 -2.499940 -2.991601 -2.541131
#>     [135,] -1.620360 -1.823837 -2.421522 -3.109379 -2.493501
#>     [136,] -1.668347 -1.827230 -2.493061 -3.124173 -2.582882
#>     [137,] -1.673515 -1.797645 -2.488931 -3.087862 -2.513903
#>     [138,] -1.623506 -1.887543 -2.306970 -3.132150 -2.556390
#>     [139,] -1.641725 -1.850905 -2.406948 -3.248381 -2.429795
#>     [140,] -1.596340 -1.837442 -2.368320 -3.033733 -2.622990
#>     [141,] -1.599961 -1.827806 -2.402376 -3.102392 -2.632812
#>     [142,] -1.635091 -1.752889 -2.506196 -2.878448 -2.508779
#>     [143,] -1.586313 -1.786540 -2.428473 -2.935384 -2.627133
#>     [144,] -1.679075 -1.813478 -2.439700 -3.229935 -2.518911
#>     [145,] -1.681735 -1.845460 -2.483188 -3.124377 -2.496598
#>     [146,] -1.610000 -1.854902 -2.459400 -2.974955 -2.566411
#>     [147,] -1.658225 -1.888573 -2.372617 -3.204555 -2.530996
#>     [148,] -1.658152 -1.844832 -2.498312 -3.133001 -2.673051
#>     [149,] -1.628998 -1.785373 -2.457570 -2.938791 -2.542935
#>     [150,] -1.645107 -1.726648 -2.450335 -2.989461 -2.547505
#>     [151,] -1.629520 -1.873658 -2.446101 -3.100047 -2.517391
#>     [152,] -1.631970 -1.838079 -2.409517 -3.126145 -2.577825
#>     [153,] -1.610808 -1.843200 -2.454488 -3.134940 -2.701341
#>     [154,] -1.723327 -1.796371 -2.573794 -2.967869 -2.623021
#>     [155,] -1.643973 -1.777288 -2.544727 -2.977740 -2.594969
#>     [156,] -1.622360 -1.808829 -2.571686 -3.042809 -2.583803
#>     [157,] -1.678300 -1.776114 -2.430602 -3.053768 -2.636502
#>     [158,] -1.629024 -1.882909 -2.495200 -3.203726 -2.543680
#>     [159,] -1.697040 -1.774066 -2.523651 -3.042331 -2.596435
#>     [160,] -1.708536 -1.773458 -2.508804 -3.012595 -2.622468
#>     [161,] -1.647622 -1.824248 -2.577435 -3.154479 -2.530023
#>     [162,] -1.630117 -1.855669 -2.371900 -3.094988 -2.604474
#>     [163,] -1.636270 -1.872725 -2.474826 -3.126343 -2.567802
#>     [164,] -1.674538 -1.853989 -2.440499 -3.123616 -2.555620
#>     [165,] -1.602295 -1.895218 -2.342123 -3.199397 -2.502261
#>     [166,] -1.650469 -1.894710 -2.347405 -3.144398 -2.538425
#>     [167,] -1.664298 -1.813922 -2.357694 -3.172065 -2.545282
#>     [168,] -1.592581 -1.813700 -2.443187 -3.064555 -2.521969
#>     [169,] -1.661080 -1.814891 -2.464396 -3.143538 -2.576113
#>     [170,] -1.670585 -1.847122 -2.474447 -3.102548 -2.503700
#>     [171,] -1.631446 -1.797491 -2.540399 -3.121589 -2.561911
#>     [172,] -1.624789 -1.861083 -2.380434 -2.996642 -2.686911
#>     [173,] -1.641283 -1.850046 -2.432866 -2.982434 -2.687456
#>     [174,] -1.647114 -1.790890 -2.524688 -3.106857 -2.514382
#>     [175,] -1.673789 -1.848807 -2.404963 -3.157752 -2.697717
#>     [176,] -1.630493 -1.873499 -2.426031 -3.192868 -2.364267
#>     [177,] -1.624748 -1.891002 -2.271690 -3.153749 -2.491095
#>     [178,] -1.608262 -1.825531 -2.387923 -2.997591 -2.514165
#>     [179,] -1.622451 -1.848771 -2.419422 -3.101064 -2.530703
#>     [180,] -1.656582 -1.916078 -2.373716 -3.153191 -2.585907
#>     [181,] -1.655894 -1.753785 -2.528093 -2.909823 -2.529344
#>     [182,] -1.603919 -1.895401 -2.312600 -3.066239 -2.484688
#>     [183,] -1.695591 -1.772354 -2.597142 -3.138018 -2.635545
#>     [184,] -1.679971 -1.797214 -2.477247 -3.059379 -2.553580
#>     [185,] -1.669506 -1.773711 -2.565432 -3.078945 -2.491483
#>     [186,] -1.675747 -1.847400 -2.562918 -3.070249 -2.788676
#>     [187,] -1.660791 -1.758301 -2.581604 -3.063932 -2.481891
#>     [188,] -1.623893 -1.880393 -2.393262 -3.043911 -2.628868
#>     [189,] -1.606576 -1.841768 -2.436221 -3.080741 -2.463084
#>     [190,] -1.641781 -1.809845 -2.564206 -3.016905 -2.598415
#>     [191,] -1.640889 -1.841443 -2.394021 -3.003214 -2.641627
#>     [192,] -1.604499 -1.846513 -2.445682 -3.103310 -2.498070
#>     [193,] -1.650313 -1.853810 -2.390139 -3.140304 -2.505494
#>     [194,] -1.645634 -1.888191 -2.495107 -3.019093 -2.702902
#>     [195,] -1.661908 -1.738549 -2.621783 -2.960889 -2.450090
#>     [196,] -1.626507 -1.761073 -2.632649 -2.943008 -2.452195
#>     [197,] -1.620911 -1.871420 -2.316672 -3.345915 -2.391929
#>     [198,] -1.701732 -1.981247 -2.315583 -3.374283 -2.452362
#>     [199,] -1.689693 -1.913429 -2.294477 -3.274815 -2.501371
#>     [200,] -1.648747 -1.840405 -2.393644 -3.216558 -2.523565
#>     [201,] -1.646145 -1.860833 -2.372504 -3.108332 -2.518345
#>     [202,] -1.649808 -1.803288 -2.594819 -3.037722 -2.627583
#>     [203,] -1.684897 -1.786986 -2.504947 -3.078992 -2.599224
#>     [204,] -1.624632 -1.765800 -2.519933 -2.955086 -2.667897
#>     [205,] -1.661591 -1.740142 -2.439969 -3.026049 -2.531245
#>     [206,] -1.615639 -1.934617 -2.286773 -3.289889 -2.555429
#>     [207,] -1.670032 -1.789383 -2.479346 -3.115076 -2.566263
#>     [208,] -1.637524 -1.811211 -2.482890 -3.079433 -2.531208
#>     [209,] -1.677340 -1.826843 -2.444861 -3.152579 -2.456277
#>     [210,] -1.612476 -1.911084 -2.417185 -3.142405 -2.757375
#>     [211,] -1.666634 -1.803179 -2.497777 -3.067425 -2.520249
#>     [212,] -1.637038 -1.778476 -2.496113 -2.958686 -2.582587
#>     [213,] -1.683660 -1.905104 -2.432634 -3.281599 -2.524239
#>     [214,] -1.622060 -1.809988 -2.486360 -2.995935 -2.578611
#>     [215,] -1.624620 -1.817523 -2.408916 -3.042120 -2.546578
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#>     [432,] -1.696540 -1.800574 -2.432381 -3.019145 -2.490577
#>     [433,] -1.625404 -1.742596 -2.438532 -3.047281 -2.372932
#>     [434,] -1.629262 -1.771261 -2.470760 -2.987071 -2.362173
#>     [435,] -1.635333 -1.839690 -2.499445 -2.927897 -2.675687
#>     [436,] -1.662582 -1.820228 -2.510822 -3.135555 -2.561128
#>     [437,] -1.715660 -1.804017 -2.459704 -3.165640 -2.481109
#>     [438,] -1.630178 -1.881499 -2.541484 -3.009751 -2.656044
#>     [439,] -1.619178 -1.879748 -2.521914 -3.046554 -2.606965
#>     [440,] -1.729204 -1.801496 -2.497002 -3.156067 -2.572944
#>     [441,] -1.597791 -1.977624 -2.448173 -3.123481 -2.608672
#>     [442,] -1.639222 -1.916805 -2.297919 -3.356034 -2.544735
#>     [443,] -1.661988 -1.924583 -2.382126 -3.289167 -2.435943
#>     [444,] -1.650998 -1.889495 -2.349056 -3.204133 -2.640121
#>     [445,] -1.639262 -1.921530 -2.360791 -3.109755 -2.657364
#>     [446,] -1.667070 -1.835079 -2.388814 -3.242008 -2.404845
#>     [447,] -1.672022 -1.849638 -2.410191 -3.134658 -2.485829
#>     [448,] -1.660289 -1.850597 -2.354143 -3.198143 -2.514284
#>     [449,] -1.646450 -1.802391 -2.504026 -3.075958 -2.658024
#>     [450,] -1.632218 -1.819861 -2.400495 -3.053886 -2.478190
#>     [451,] -1.643718 -1.778021 -2.492310 -3.013210 -2.538822
#>     [452,] -1.644782 -1.991392 -2.211076 -3.350554 -2.507804
#>     [453,] -1.613845 -1.908838 -2.387719 -3.169950 -2.448336
#>     [454,] -1.635576 -1.884034 -2.309889 -3.260164 -2.474516
#>     [455,] -1.619385 -1.885665 -2.403240 -3.058010 -2.564223
#>     [456,] -1.662052 -1.914699 -2.277434 -3.298631 -2.434197
#>     [457,] -1.660148 -1.893879 -2.294325 -3.342015 -2.451759
#>     [458,] -1.660845 -1.913885 -2.314444 -3.342700 -2.502546
#>     [459,] -1.673181 -1.861166 -2.403535 -3.360860 -2.443408
#>     [460,] -1.638566 -1.855385 -2.436094 -3.192216 -2.678537
#>     [461,] -1.675622 -1.847257 -2.489281 -3.054826 -2.538570
#>     [462,] -1.688023 -1.837307 -2.506030 -3.038123 -2.532454
#>     [463,] -1.642945 -1.878531 -2.418412 -3.218103 -2.552869
#>     [464,] -1.637470 -1.883385 -2.411923 -3.213196 -2.550375
#>     [465,] -1.647411 -1.811519 -2.480558 -3.057077 -2.594751
#>     [466,] -1.674292 -1.810709 -2.535567 -3.057462 -2.584310
#>     [467,] -1.619046 -1.783131 -2.479981 -2.940180 -2.660600
#>     [468,] -1.650190 -1.823036 -2.373024 -3.148031 -2.466395
#>     [469,] -1.649440 -1.802290 -2.373726 -3.174840 -2.444212
#>     [470,] -1.639611 -1.864544 -2.501858 -3.064271 -2.589789
#>     [471,] -1.675358 -1.778675 -2.504170 -3.090404 -2.634567
#>     [472,] -1.629514 -1.759033 -2.504407 -3.021156 -2.629157
#>     [473,] -1.672145 -1.802003 -2.479518 -2.922778 -2.616096
#>     [474,] -1.662267 -1.902236 -2.443047 -3.192856 -2.542860
#>     [475,] -1.622220 -1.814655 -2.454361 -2.963781 -2.507851
#>     [476,] -1.664871 -1.836175 -2.495188 -3.014022 -2.627927
#>     [477,] -1.654751 -1.842274 -2.508114 -3.010405 -2.614527
#>     [478,] -1.643247 -1.756470 -2.513618 -2.938725 -2.611328
#>     [479,] -1.677172 -1.820746 -2.523854 -3.017287 -2.502135
#>     [480,] -1.643450 -1.791798 -2.479350 -3.151161 -2.552542
#>     [481,] -1.631768 -1.988863 -2.352405 -3.143942 -2.712413
#>     [482,] -1.718838 -1.756789 -2.558077 -3.097947 -2.499015
#>     [483,] -1.628995 -1.919592 -2.389273 -3.103961 -2.713939
#>     [484,] -1.693211 -1.829048 -2.548318 -3.214978 -2.461085
#>     [485,] -1.681314 -1.766636 -2.466012 -2.991124 -2.541489
#>     [486,] -1.610047 -1.933236 -2.276742 -3.163216 -2.570936
#>     [487,] -1.628997 -1.894310 -2.313093 -3.251239 -2.404059
#>     [488,] -1.596837 -1.932559 -2.310301 -3.153105 -2.516762
#>     [489,] -1.610948 -1.926319 -2.306471 -3.159113 -2.546550
#>     [490,] -1.697142 -1.831203 -2.565297 -3.132840 -2.534951
#>     [491,] -1.689837 -1.768081 -2.581370 -3.183581 -2.458143
#>     [492,] -1.680303 -1.780090 -2.525540 -3.222548 -2.506955
#>     [493,] -1.680881 -1.866455 -2.394853 -3.123954 -2.473517
#>     [494,] -1.620210 -1.810055 -2.403453 -3.130654 -2.565024
#>     [495,] -1.652611 -1.830307 -2.470761 -3.261531 -2.683281
#>     [496,] -1.628100 -1.765043 -2.343505 -3.109740 -2.580626
#>     [497,] -1.638654 -1.731828 -2.541124 -3.018488 -2.697790
#>     [498,] -1.661738 -1.954087 -2.390698 -3.147862 -2.507504
#>     [499,] -1.674751 -1.872138 -2.529497 -2.998410 -2.591839
#>     [500,] -1.659432 -1.723858 -2.485332 -3.060852 -2.609090
#> 
extract_imugap(fit_sim, pars = "lambda_raw")
#> $lambda_raw
#>           
#> iterations      [,1]      [,2]
#>       [1,] 1.0505152 1.0436328
#>       [2,] 1.0611032 1.0486214
#>       [3,] 1.0266530 1.0382073
#>       [4,] 1.0899027 1.0458465
#>       [5,] 0.9893554 1.0187868
#>       [6,] 1.0417337 1.0117136
#>       [7,] 0.9736048 1.0221815
#>       [8,] 1.0832520 1.0268709
#>       [9,] 1.0421491 1.0434429
#>      [10,] 1.0145979 1.0382160
#>      [11,] 1.0516819 1.0270704
#>      [12,] 1.0089237 1.0283989
#>      [13,] 1.0191265 1.0134854
#>      [14,] 1.0186542 1.0323173
#>      [15,] 1.0643831 1.0480612
#>      [16,] 1.0171395 1.0178468
#>      [17,] 1.0533414 1.0420075
#>      [18,] 1.0441802 1.0350377
#>      [19,] 1.0040538 1.0213587
#>      [20,] 1.0265532 1.0449663
#>      [21,] 1.0299843 1.0412524
#>      [22,] 1.0244376 1.0449567
#>      [23,] 1.0401607 1.0491741
#>      [24,] 1.0136582 1.0027205
#>      [25,] 0.9539230 1.0170985
#>      [26,] 1.0863126 1.0654707
#>      [27,] 1.0546846 1.0467836
#>      [28,] 1.0574769 1.0424694
#>      [29,] 1.0512538 1.0494776
#>      [30,] 1.0559690 1.0436552
#>      [31,] 1.0385099 1.0454477
#>      [32,] 1.0291567 1.0314248
#>      [33,] 1.0297992 1.0387012
#>      [34,] 1.0267552 1.0319626
#>      [35,] 1.0400879 1.0094861
#>      [36,] 1.0109277 1.0370387
#>      [37,] 1.0573828 1.0251884
#>      [38,] 1.0460942 1.0261776
#>      [39,] 1.0026158 1.0221653
#>      [40,] 1.0825636 1.0309399
#>      [41,] 1.0775368 1.0350403
#>      [42,] 1.0674837 1.0341107
#>      [43,] 0.9916544 1.0182805
#>      [44,] 1.0595194 1.0356296
#>      [45,] 1.0273320 1.0498114
#>      [46,] 1.0556780 1.0274868
#>      [47,] 1.0379411 1.0517708
#>      [48,] 1.0892239 1.0361318
#>      [49,] 1.0046281 1.0348318
#>      [50,] 1.0668677 1.0247849
#>      [51,] 0.9940628 1.0311631
#>      [52,] 1.0214060 1.0243911
#>      [53,] 1.0249831 1.0321203
#>      [54,] 1.0668798 1.0324899
#>      [55,] 1.0538804 1.0315959
#>      [56,] 1.0598356 1.0474529
#>      [57,] 1.0213085 1.0261055
#>      [58,] 1.0400586 1.0339417
#>      [59,] 1.0086634 1.0215066
#>      [60,] 1.0222404 1.0301563
#>      [61,] 1.0218893 1.0215686
#>      [62,] 1.0842978 1.0616691
#>      [63,] 1.0749966 1.0637875
#>      [64,] 0.9939360 1.0227457
#>      [65,] 1.0269545 1.0213243
#>      [66,] 1.0211821 1.0251099
#>      [67,] 1.0321572 1.0211694
#>      [68,] 1.0395183 1.0251545
#>      [69,] 1.0033674 1.0295033
#>      [70,] 1.0698407 1.0127385
#>      [71,] 1.0002842 1.0469971
#>      [72,] 1.0798917 1.0298483
#>      [73,] 1.0480300 1.0473858
#>      [74,] 1.0848984 1.0481635
#>      [75,] 0.9996641 1.0440975
#>      [76,] 1.0500246 1.0240607
#>      [77,] 1.0602418 1.0437686
#>      [78,] 1.0396297 1.0347072
#>      [79,] 1.0453327 1.0236976
#>      [80,] 1.0185990 1.0223550
#>      [81,] 1.0343077 1.0444284
#>      [82,] 1.0279568 1.0489580
#>      [83,] 1.0120346 1.0437643
#>      [84,] 1.0718789 1.0336151
#>      [85,] 1.0384763 1.0182963
#>      [86,] 1.0214951 1.0356171
#>      [87,] 1.0736570 1.0523069
#>      [88,] 1.0165108 1.0189432
#>      [89,] 1.0059633 1.0251783
#>      [90,] 1.0265328 1.0212087
#>      [91,] 1.0093792 1.0287902
#>      [92,] 1.0337393 1.0437941
#>      [93,] 1.0080578 1.0259914
#>      [94,] 1.0215434 1.0124278
#>      [95,] 1.0390298 1.0414355
#>      [96,] 1.0497782 1.0397911
#>      [97,] 1.0381685 1.0397205
#>      [98,] 1.0890595 1.0677576
#>      [99,] 1.0771387 1.0716965
#>     [100,] 1.0392941 1.0134274
#>     [101,] 1.0165308 1.0405306
#>     [102,] 1.0410796 1.0463473
#>     [103,] 1.0615555 1.0460275
#>     [104,] 1.0757220 1.0434668
#>     [105,] 1.0016341 1.0328665
#>     [106,] 1.0816810 1.0684787
#>     [107,] 1.0653306 1.0577061
#>     [108,] 0.9976223 1.0009268
#>     [109,] 0.9627032 1.0147317
#>     [110,] 1.0216766 1.0196885
#>     [111,] 1.0364911 1.0362012
#>     [112,] 1.0509438 1.0383519
#>     [113,] 1.0488727 1.0484095
#>     [114,] 1.0864749 1.0377475
#>     [115,] 1.0251891 1.0361597
#>     [116,] 1.0288218 1.0367897
#>     [117,] 1.0548270 1.0459827
#>     [118,] 1.0526992 1.0280339
#>     [119,] 1.0346571 1.0408944
#>     [120,] 1.0559132 1.0367496
#>     [121,] 0.9927258 1.0187157
#>     [122,] 1.0641892 1.0294895
#>     [123,] 1.0618859 1.0307362
#>     [124,] 1.0112500 1.0326306
#>     [125,] 0.9979085 1.0293640
#>     [126,] 1.0265706 1.0164533
#>     [127,] 1.0400912 1.0377401
#>     [128,] 1.0391585 1.0214101
#>     [129,] 1.0028613 1.0295993
#>     [130,] 1.0188643 1.0088312
#>     [131,] 1.0879761 1.0444048
#>     [132,] 1.0270217 1.0386904
#>     [133,] 1.0473823 1.0501179
#>     [134,] 1.0253223 1.0413850
#>     [135,] 1.0672208 1.0394903
#>     [136,] 1.0152075 1.0203948
#>     [137,] 1.0288452 1.0311602
#>     [138,] 1.0200529 1.0422676
#>     [139,] 1.0505658 1.0136913
#>     [140,] 1.0422968 1.0446676
#>     [141,] 1.0641463 1.0452948
#>     [142,] 1.0651285 1.0579310
#>     [143,] 1.0615038 1.0565649
#>     [144,] 1.0674297 1.0262589
#>     [145,] 1.0250995 1.0298452
#>     [146,] 1.0512958 1.0529005
#>     [147,] 1.0293963 1.0210442
#>     [148,] 0.9947244 1.0134302
#>     [149,] 1.0759602 1.0537939
#>     [150,] 1.0418942 1.0693279
#>     [151,] 1.0565748 1.0278655
#>     [152,] 1.0421300 1.0265339
#>     [153,] 1.0074628 1.0273936
#>     [154,] 1.0547772 1.0271171
#>     [155,] 1.0039961 1.0434603
#>     [156,] 1.0471507 1.0274204
#>     [157,] 1.0274953 1.0408390
#>     [158,] 1.0218729 1.0118683
#>     [159,] 1.0338734 1.0384292
#>     [160,] 1.0342511 1.0307323
#>     [161,] 1.0475663 1.0050015
#>     [162,] 1.0305557 1.0370079
#>     [163,] 1.0276998 1.0231190
#>     [164,] 1.0386745 1.0246542
#>     [165,] 0.9950754 1.0315777
#>     [166,] 1.0712856 1.0288239
#>     [167,] 1.0870909 1.0377985
#>     [168,] 1.0321584 1.0419094
#>     [169,] 1.0463080 1.0281009
#>     [170,] 1.0069706 1.0303720
#>     [171,] 1.0408566 1.0286617
#>     [172,] 1.0333743 1.0475673
#>     [173,] 1.0414709 1.0489264
#>     [174,] 1.0382360 1.0214949
#>     [175,] 1.0057410 1.0295002
#>     [176,] 1.0512837 1.0284301
#>     [177,] 1.0511133 1.0417997
#>     [178,] 1.0704860 1.0637986
#>     [179,] 1.0456398 1.0313494
#>     [180,] 0.9950931 1.0204696
#>     [181,] 1.0611153 1.0520253
#>     [182,] 1.0557952 1.0475211
#>     [183,] 1.0122989 1.0203165
#>     [184,] 1.0224080 1.0287733
#>     [185,] 1.0254685 1.0336433
#>     [186,] 1.0010936 1.0119175
#>     [187,] 1.0088304 1.0320874
#>     [188,] 1.0524523 1.0361162
#>     [189,] 1.0192777 1.0375349
#>     [190,] 1.0700236 1.0222873
#>     [191,] 1.0213305 1.0529525
#>     [192,] 1.0773357 1.0372262
#>     [193,] 1.0360309 1.0379568
#>     [194,] 1.0043639 1.0168505
#>     [195,] 1.0305550 1.0338345
#>     [196,] 1.0301730 1.0444344
#>     [197,] 1.0019963 1.0208296
#>     [198,] 0.9966783 0.9951288
#>     [199,] 0.9983519 1.0258548
#>     [200,] 1.0231167 1.0253177
#>     [201,] 1.0431630 1.0356629
#>     [202,] 1.0139353 1.0236833
#>     [203,] 1.0147511 1.0246992
#>     [204,] 1.0636804 1.0553023
#>     [205,] 1.0557202 1.0472165
#>     [206,] 1.0191285 1.0214528
#>     [207,] 1.0332633 1.0296974
#>     [208,] 1.0503589 1.0276163
#>     [209,] 1.0479026 1.0236882
#>     [210,] 0.9939542 1.0170734
#>     [211,] 1.0438963 1.0351656
#>     [212,] 1.0668490 1.0457523
#>     [213,] 1.0160521 0.9995689
#>     [214,] 1.0640324 1.0370036
#>     [215,] 1.0595039 1.0548397
#>     [216,] 1.0217006 1.0139507
#>     [217,] 1.0587825 1.0227224
#>     [218,] 0.9962332 1.0138540
#>     [219,] 1.0401042 1.0263684
#>     [220,] 1.0362545 1.0367720
#>     [221,] 1.0132646 1.0182459
#>     [222,] 1.0315521 1.0309972
#>     [223,] 1.0476785 1.0128350
#>     [224,] 1.0225453 1.0255483
#>     [225,] 1.0432364 1.0421463
#>     [226,] 1.0756613 1.0323685
#>     [227,] 0.9827913 1.0195116
#>     [228,] 1.0616126 1.0276847
#>     [229,] 1.0275862 1.0334702
#>     [230,] 1.0181124 1.0310109
#>     [231,] 1.0270299 1.0255499
#>     [232,] 1.0598924 1.0335980
#>     [233,] 1.0553360 1.0482396
#>     [234,] 1.0572899 1.0609520
#>     [235,] 1.0146463 1.0082276
#>     [236,] 0.9814643 1.0141229
#>     [237,] 0.9875193 1.0185308
#>     [238,] 1.0631137 1.0254507
#>     [239,] 1.0539276 1.0276279
#>     [240,] 1.0288115 1.0324855
#>     [241,] 1.0316752 1.0386929
#>     [242,] 1.0217335 1.0108605
#>     [243,] 1.0382418 1.0388630
#>     [244,] 1.0403795 1.0515601
#>     [245,] 0.9891708 1.0224418
#>     [246,] 1.0422377 1.0218703
#>     [247,] 0.9857038 1.0317616
#>     [248,] 1.0519598 1.0118153
#>     [249,] 0.9851559 1.0207846
#>     [250,] 1.0279422 1.0301230
#>     [251,] 1.0609247 1.0648124
#>     [252,] 1.0111202 1.0173438
#>     [253,] 1.0530448 1.0465271
#>     [254,] 1.0261374 1.0411193
#>     [255,] 1.0368581 1.0270035
#>     [256,] 1.0312513 1.0556016
#>     [257,] 1.0658052 1.0180593
#>     [258,] 1.0073454 1.0333607
#>     [259,] 1.0793799 1.0412916
#>     [260,] 1.0500924 1.0446011
#>     [261,] 1.0487212 1.0251748
#>     [262,] 1.0330862 1.0423429
#>     [263,] 1.0356546 1.0247774
#>     [264,] 1.0332829 1.0303521
#>     [265,] 1.0070323 1.0140673
#>     [266,] 1.0331954 1.0263135
#>     [267,] 1.0092248 1.0277730
#>     [268,] 1.0277852 1.0218486
#>     [269,] 1.0509317 1.0341735
#>     [270,] 1.0439152 1.0407213
#>     [271,] 1.0541026 1.0441783
#>     [272,] 1.0328900 1.0288654
#>     [273,] 1.0250378 1.0287612
#>     [274,] 0.9974508 1.0209685
#>     [275,] 1.0027302 1.0175684
#>     [276,] 1.0167342 1.0237076
#>     [277,] 1.0307584 1.0201377
#>     [278,] 1.0001997 1.0181769
#>     [279,] 0.9883730 1.0130969
#>     [280,] 1.0416016 1.0519144
#>     [281,] 1.0737025 1.0530570
#>     [282,] 0.9781920 1.0174883
#>     [283,] 1.0859828 1.0444127
#>     [284,] 1.0320981 1.0272713
#>     [285,] 1.0368095 1.0420711
#>     [286,] 1.0586165 1.0438893
#>     [287,] 1.0585258 1.0548224
#>     [288,] 1.0554318 1.0400017
#>     [289,] 1.0308589 1.0286881
#>     [290,] 1.0286485 1.0303814
#>     [291,] 1.0539533 1.0408687
#>     [292,] 1.1003793 1.0614786
#>     [293,] 1.0753259 1.0619471
#>     [294,] 1.0203068 1.0163814
#>     [295,] 1.0594778 1.0509866
#>     [296,] 1.0601528 1.0622038
#>     [297,] 1.0557320 1.0539232
#>     [298,] 1.0702911 1.0526199
#>     [299,] 1.0452387 1.0388512
#>     [300,] 1.0411515 1.0465934
#>     [301,] 0.9951724 1.0176387
#>     [302,] 1.0390944 1.0421008
#>     [303,] 1.0773890 1.0414150
#>     [304,] 1.0370867 1.0497409
#>     [305,] 1.0445751 1.0348074
#>     [306,] 1.0642265 1.0224229
#>     [307,] 0.9853012 1.0348286
#>     [308,] 1.0368853 1.0462470
#>     [309,] 1.0734904 1.0329549
#>     [310,] 1.0746190 1.0311904
#>     [311,] 1.0264135 1.0392826
#>     [312,] 1.0628963 1.0346857
#>     [313,] 1.0764341 1.0581840
#>     [314,] 1.0130278 1.0131094
#>     [315,] 1.0012480 1.0162614
#>     [316,] 0.9857378 1.0130136
#>     [317,] 1.0192554 1.0036426
#>     [318,] 0.9911493 1.0230416
#>     [319,] 1.0482985 1.0355647
#>     [320,] 1.0625985 1.0472138
#>     [321,] 1.0688549 1.0416150
#>     [322,] 1.0446963 1.0578817
#>     [323,] 1.0566292 1.0580373
#>     [324,] 1.0583991 1.0308203
#>     [325,] 1.0131619 1.0254923
#>     [326,] 1.0655993 1.0485987
#>     [327,] 1.0131156 1.0222058
#>     [328,] 1.0758238 1.0415654
#>     [329,] 1.0470916 1.0382751
#>     [330,] 0.9981432 1.0132848
#>     [331,] 1.0657380 1.0526751
#>     [332,] 1.0033321 1.0189145
#>     [333,] 1.0638643 1.0293783
#>     [334,] 1.0439389 1.0312471
#>     [335,] 1.0039418 1.0151002
#>     [336,] 1.0461649 1.0123362
#>     [337,] 0.9784175 1.0330395
#>     [338,] 1.0877817 1.0565521
#>     [339,] 0.9997391 1.0039033
#>     [340,] 1.0146475 1.0151662
#>     [341,] 1.0243228 1.0265010
#>     [342,] 1.0243135 1.0286587
#>     [343,] 1.0070839 1.0272199
#>     [344,] 1.0377527 1.0180136
#>     [345,] 0.9816361 1.0115302
#>     [346,] 1.0899169 1.0537835
#>     [347,] 1.0468207 1.0559218
#>     [348,] 1.0787624 1.0480786
#>     [349,] 1.0614316 1.0472073
#>     [350,] 1.0483422 1.0333151
#>     [351,] 1.0352970 1.0387816
#>     [352,] 1.0076855 1.0349869
#>     [353,] 1.0681665 1.0499606
#>     [354,] 1.0646094 1.0695697
#>     [355,] 1.0333975 1.0140119
#>     [356,] 1.0225250 1.0217229
#>     [357,] 1.0220110 1.0300863
#>     [358,] 1.0714172 1.0341719
#>     [359,] 0.9948442 1.0336240
#>     [360,] 1.0351858 1.0201736
#>     [361,] 1.0321348 1.0277110
#>     [362,] 1.0118314 1.0287816
#>     [363,] 1.0351459 1.0209076
#>     [364,] 1.0076743 1.0353263
#>     [365,] 1.0882760 1.0461886
#>     [366,] 1.0699984 1.0312007
#>     [367,] 1.0619267 1.0576754
#>     [368,] 1.0762655 1.0448945
#>     [369,] 1.0157803 1.0182553
#>     [370,] 1.0126565 1.0213526
#>     [371,] 1.0247892 1.0334696
#>     [372,] 1.0380240 1.0456565
#>     [373,] 1.0728833 1.0545485
#>     [374,] 1.0195146 1.0462256
#>     [375,] 1.0455810 1.0154691
#>     [376,] 1.0702668 1.0461740
#>     [377,] 1.0760493 1.0457661
#>     [378,] 0.9974219 1.0356069
#>     [379,] 1.0086795 1.0223565
#>     [380,] 1.0134054 1.0676860
#>     [381,] 1.0074442 1.0640757
#>     [382,] 1.0189676 1.0725695
#>     [383,] 1.0803822 1.0194419
#>     [384,] 0.9960434 1.0480544
#>     [385,] 1.0577210 1.0528431
#>     [386,] 1.0646858 1.0257556
#>     [387,] 1.0096265 1.0400963
#>     [388,] 1.0220112 1.0458620
#>     [389,] 1.0225010 1.0463600
#>     [390,] 1.0354335 1.0447471
#>     [391,] 1.0916194 1.0549654
#>     [392,] 1.0192998 1.0488730
#>     [393,] 1.0350716 1.0139118
#>     [394,] 1.0080115 1.0251674
#>     [395,] 1.0236626 1.0148921
#>     [396,] 1.0131546 1.0255400
#>     [397,] 1.0177571 1.0237084
#>     [398,] 1.0227252 1.0213979
#>     [399,] 1.0474079 1.0035610
#>     [400,] 1.0311634 1.0465494
#>     [401,] 1.0539876 1.0211661
#>     [402,] 1.0298346 1.0368536
#>     [403,] 1.0681435 1.0304544
#>     [404,] 0.9961625 1.0208787
#>     [405,] 1.0969288 1.0563343
#>     [406,] 1.1163233 1.0600823
#>     [407,] 1.0542488 1.0466041
#>     [408,] 1.0395894 1.0451162
#>     [409,] 1.0496094 1.0292432
#>     [410,] 1.0641229 1.0461749
#>     [411,] 1.0431224 1.0405656
#>     [412,] 1.0485455 1.0492354
#>     [413,] 1.0687093 1.0576059
#>     [414,] 1.0263533 1.0301275
#>     [415,] 0.9976102 1.0352894
#>     [416,] 1.0290368 0.9903492
#>     [417,] 0.9941326 0.9970051
#>     [418,] 1.0332694 1.0402889
#>     [419,] 1.0187855 1.0207417
#>     [420,] 0.9862438 1.0118272
#>     [421,] 1.0373621 1.0075371
#>     [422,] 1.0434931 1.0359887
#>     [423,] 1.0111785 1.0322706
#>     [424,] 1.0793865 1.0408365
#>     [425,] 1.0212594 1.0437061
#>     [426,] 1.0176236 1.0457776
#>     [427,] 1.0764492 1.0308475
#>     [428,] 1.0089932 1.0315992
#>     [429,] 1.1556681 1.0638327
#>     [430,] 1.1163523 1.0577374
#>     [431,] 1.0868884 1.0464557
#>     [432,] 1.0786752 1.0543785
#>     [433,] 1.1128114 1.0626858
#>     [434,] 1.1081287 1.0609812
#>     [435,] 1.0411197 1.0485339
#>     [436,] 1.0364990 1.0199549
#>     [437,] 1.0182563 1.0282580
#>     [438,] 1.0274642 1.0232776
#>     [439,] 1.0265018 1.0201541
#>     [440,] 1.0069776 1.0191877
#>     [441,] 1.0099192 1.0086407
#>     [442,] 0.9959109 1.0114516
#>     [443,] 1.0299549 1.0102674
#>     [444,] 1.0102001 1.0259446
#>     [445,] 1.0198170 1.0289694
#>     [446,] 1.0445924 1.0279621
#>     [447,] 1.0423157 1.0269322
#>     [448,] 1.0334336 1.0208602
#>     [449,] 1.0187521 1.0323842
#>     [450,] 1.0925118 1.0434001
#>     [451,] 1.0380411 1.0446434
#>     [452,] 1.0160454 1.0145501
#>     [453,] 1.0116819 1.0267585
#>     [454,] 1.0275224 1.0295379
#>     [455,] 1.0136492 1.0341468
#>     [456,] 1.0585788 1.0256219
#>     [457,] 1.0375179 1.0170080
#>     [458,] 1.0141791 1.0165173
#>     [459,] 1.0494280 1.0076010
#>     [460,] 0.9779574 1.0201180
#>     [461,] 1.0505799 1.0283083
#>     [462,] 1.0398459 1.0347183
#>     [463,] 1.0147099 1.0148892
#>     [464,] 1.0162596 1.0156441
#>     [465,] 1.0423152 1.0426948
#>     [466,] 1.0440589 1.0252603
#>     [467,] 1.0450081 1.0551113
#>     [468,] 1.0412521 1.0406628
#>     [469,] 1.0280960 1.0431496
#>     [470,] 1.0107321 1.0242621
#>     [471,] 1.0248871 1.0274695
#>     [472,] 1.0480682 1.0441120
#>     [473,] 1.0710134 1.0469369
#>     [474,] 0.9827070 1.0129961
#>     [475,] 1.0708883 1.0526950
#>     [476,] 1.0376924 1.0305040
#>     [477,] 1.0424411 1.0311544
#>     [478,] 1.0337876 1.0457273
#>     [479,] 1.0599626 1.0401165
#>     [480,] 1.0054465 1.0354663
#>     [481,] 1.0036728 1.0147975
#>     [482,] 1.0275550 1.0214904
#>     [483,] 1.0027295 1.0200974
#>     [484,] 1.0396209 1.0043144
#>     [485,] 1.0398559 1.0432046
#>     [486,] 1.0412870 1.0269551
#>     [487,] 1.0382739 1.0178365
#>     [488,] 1.0546834 1.0466426
#>     [489,] 1.0240081 1.0379319
#>     [490,] 1.0160426 1.0104329
#>     [491,] 1.0158501 1.0116346
#>     [492,] 1.0233079 1.0115376
#>     [493,] 1.0097487 1.0314775
#>     [494,] 1.0228608 1.0387309
#>     [495,] 1.0056146 1.0018312
#>     [496,] 1.0420400 1.0557676
#>     [497,] 1.0592565 1.0302309
#>     [498,] 1.0179937 1.0156671
#>     [499,] 1.0664743 1.0237095
#>     [500,] 1.0472251 1.0413345
#>