Refers to section 3.4.
Value
list of class mseir_model with the following parameters
- parameters
list of parameters used for fitting the model
- output
matrix of proportion for each compartment over time
Examples
model <- mseir_model(
a=seq(from=1,to=20,length=500), # age range from 0 -> 20 yo
gamma=1/0.5, # 6 months in the maternal antibodies
lambda=0.2, # 5 years in the susceptible class
sigma=26.07, # 14 days in the latent class
nu=36.5 # 10 days in the infected class
)
model
#> $parameters
#> $parameters$gamma
#> [1] 2
#>
#> $parameters$lambda
#> [1] 0.2
#>
#> $parameters$sigma
#> [1] 26.07
#>
#> $parameters$nu
#> [1] 36.5
#>
#>
#> $output
#> a m s e i r
#> 1 0.000000 1.000000e+00 0.00000000 0.0000000000 0.0000000000 0.0000000
#> 2 1.000000 1.353353e-01 0.75932830 0.0057834028 0.0041067171 0.0954463
#> 3 1.038076 1.254118e-01 0.76345309 0.0058216660 0.0041376298 0.1011758
#> 4 1.076152 1.162160e-01 0.76682174 0.0058536161 0.0041637570 0.1069449
#> 5 1.114228 1.076945e-01 0.76949316 0.0058797427 0.0041854686 0.1127471
#> 6 1.152305 9.979779e-02 0.77152186 0.0059004992 0.0042031073 0.1185767
#> 7 1.190381 9.248012e-02 0.77295838 0.0059163055 0.0042169906 0.1244282
#> 8 1.228457 8.569903e-02 0.77384950 0.0059275507 0.0042274125 0.1302965
#> 9 1.266533 7.941515e-02 0.77423855 0.0059345950 0.0042346455 0.1361771
#> 10 1.304609 7.359204e-02 0.77416565 0.0059377721 0.0042389416 0.1420656
#> 11 1.342685 6.819591e-02 0.77366797 0.0059373908 0.0042405345 0.1479582
#> 12 1.380762 6.319545e-02 0.77277991 0.0059337375 0.0042396406 0.1538513
#> 13 1.418838 5.856164e-02 0.77153335 0.0059270770 0.0042364602 0.1597415
#> 14 1.456914 5.426761e-02 0.76995777 0.0059176546 0.0042311787 0.1656258
#> 15 1.494990 5.028844e-02 0.76808050 0.0059056976 0.0042239679 0.1715014
#> 16 1.533066 4.660105e-02 0.76592682 0.0058914163 0.0042149869 0.1773657
#> 17 1.571142 4.318403e-02 0.76352014 0.0058750053 0.0042043830 0.1832164
#> 18 1.609218 4.001756e-02 0.76088213 0.0058566450 0.0041922923 0.1890514
#> 19 1.647295 3.708328e-02 0.75803284 0.0058365022 0.0041788412 0.1948685
#> 20 1.685371 3.436415e-02 0.75499084 0.0058147313 0.0041641464 0.2006661
#> 21 1.723447 3.184440e-02 0.75177331 0.0057914753 0.0041483160 0.2064425
#> 22 1.761523 2.950941e-02 0.74839613 0.0057668664 0.0041314501 0.2121961
#> 23 1.799599 2.734563e-02 0.74487402 0.0057410270 0.0041136413 0.2179257
#> 24 1.837675 2.534052e-02 0.74122058 0.0057140705 0.0040949753 0.2236299
#> 25 1.875752 2.348243e-02 0.73744840 0.0056861015 0.0040755312 0.2293075
#> 26 1.913828 2.176058e-02 0.73356912 0.0056572169 0.0040553825 0.2349577
#> 27 1.951904 2.016498e-02 0.72959349 0.0056275065 0.0040345970 0.2405794
#> 28 1.989980 1.868639e-02 0.72553148 0.0055970530 0.0040132374 0.2461718
#> 29 2.028056 1.731621e-02 0.72139228 0.0055659332 0.0039913617 0.2517342
#> 30 2.066132 1.604650e-02 0.71718441 0.0055342179 0.0039690236 0.2572659
#> 31 2.104208 1.486989e-02 0.71291571 0.0055019726 0.0039462726 0.2627662
#> 32 2.142285 1.377956e-02 0.70859345 0.0054692578 0.0039231546 0.2682346
#> 33 2.180361 1.276917e-02 0.70422434 0.0054361294 0.0038997119 0.2736706
#> 34 2.218437 1.183287e-02 0.69981457 0.0054026391 0.0038759837 0.2790739
#> 35 2.256513 1.096523e-02 0.69536987 0.0053688346 0.0038520061 0.2844441
#> 36 2.294589 1.016120e-02 0.69089552 0.0053347600 0.0038278125 0.2897807
#> 37 2.332665 9.416134e-03 0.68639637 0.0053004560 0.0038034337 0.2950836
#> 38 2.370741 8.725697e-03 0.68187694 0.0052659599 0.0037788981 0.3003525
#> 39 2.408818 8.085885e-03 0.67734136 0.0052313065 0.0037542320 0.3055872
#> 40 2.446894 7.492988e-03 0.67279346 0.0051965277 0.0037294596 0.3107876
#> 41 2.484970 6.943565e-03 0.66823675 0.0051616529 0.0037046032 0.3159534
#> 42 2.523046 6.434429e-03 0.66367448 0.0051267092 0.0036796834 0.3210847
#> 43 2.561122 5.962625e-03 0.65910963 0.0050917216 0.0036547192 0.3261813
#> 44 2.599198 5.525416e-03 0.65454495 0.0050567131 0.0036297279 0.3312432
#> 45 2.637275 5.120265e-03 0.64998296 0.0050217048 0.0036047258 0.3362703
#> 46 2.675351 4.744822e-03 0.64542599 0.0049867162 0.0035797275 0.3412627
#> 47 2.713427 4.396908e-03 0.64087617 0.0049517651 0.0035547466 0.3462204
#> 48 2.751503 4.074505e-03 0.63633544 0.0049168681 0.0035297957 0.3511434
#> 49 2.789579 3.775742e-03 0.63180562 0.0048820401 0.0035048863 0.3560317
#> 50 2.827655 3.498886e-03 0.62728834 0.0048472950 0.0034800288 0.3608854
#> 51 2.865731 3.242330e-03 0.62278511 0.0048126455 0.0034552329 0.3657047
#> 52 2.903808 3.004587e-03 0.61829730 0.0047781031 0.0034305074 0.3704895
#> 53 2.941884 2.784276e-03 0.61382617 0.0047436785 0.0034058605 0.3752400
#> 54 2.979960 2.580119e-03 0.60937286 0.0047093814 0.0033812995 0.3799563
#> 55 3.018036 2.390932e-03 0.60493843 0.0046752205 0.0033568312 0.3846386
#> 56 3.056112 2.215617e-03 0.60052382 0.0046412039 0.0033324618 0.3892869
#> 57 3.094188 2.053157e-03 0.59612990 0.0046073390 0.0033081968 0.3939014
#> 58 3.132265 1.902609e-03 0.59175744 0.0045736324 0.0032840415 0.3984823
#> 59 3.170341 1.763101e-03 0.58740716 0.0045400902 0.0032600003 0.4030296
#> 60 3.208417 1.633821e-03 0.58307969 0.0045067177 0.0032360775 0.4075437
#> 61 3.246493 1.514021e-03 0.57877561 0.0044735200 0.0032122769 0.4120246
#> 62 3.284569 1.403006e-03 0.57449543 0.0044405014 0.0031886020 0.4164725
#> 63 3.322645 1.300131e-03 0.57023961 0.0044076659 0.0031650557 0.4208875
#> 64 3.360721 1.204799e-03 0.56600856 0.0043750170 0.0031416409 0.4252700
#> 65 3.398798 1.116457e-03 0.56180265 0.0043425580 0.0031183600 0.4296200
#> 66 3.436874 1.034593e-03 0.55762219 0.0043102916 0.0030952152 0.4339377
#> 67 3.474950 9.587312e-04 0.55346746 0.0042782203 0.0030722084 0.4382234
#> 68 3.513026 8.884323e-04 0.54933872 0.0042463463 0.0030493414 0.4424772
#> 69 3.551102 8.232881e-04 0.54523616 0.0042146714 0.0030266156 0.4466993
#> 70 3.589178 7.629205e-04 0.54115996 0.0041831973 0.0030040323 0.4508899
#> 71 3.627255 7.069794e-04 0.53711028 0.0041519253 0.0029815927 0.4550492
#> 72 3.665331 6.551402e-04 0.53308724 0.0041208566 0.0029592977 0.4591775
#> 73 3.703407 6.071021e-04 0.52909093 0.0040899922 0.0029371480 0.4632748
#> 74 3.741483 5.625863e-04 0.52512143 0.0040593327 0.0029151443 0.4673415
#> 75 3.779559 5.213347e-04 0.52117879 0.0040288788 0.0028932871 0.4713777
#> 76 3.817635 4.831079e-04 0.51726304 0.0039986309 0.0028715769 0.4753836
#> 77 3.855711 4.476840e-04 0.51337422 0.0039685892 0.0028500138 0.4793595
#> 78 3.893788 4.148576e-04 0.50951230 0.0039387540 0.0028285980 0.4833055
#> 79 3.931864 3.844382e-04 0.50567729 0.0039091252 0.0028073296 0.4872218
#> 80 3.969940 3.562493e-04 0.50186914 0.0038797027 0.0027862087 0.4911087
#> 81 4.008016 3.301274e-04 0.49808783 0.0038504863 0.0027652350 0.4949663
#> 82 4.046092 3.059208e-04 0.49433330 0.0038214757 0.0027444085 0.4987949
#> 83 4.084168 2.834892e-04 0.49060548 0.0037926704 0.0027237289 0.5025946
#> 84 4.122244 2.627023e-04 0.48690430 0.0037640701 0.0027031958 0.5063657
#> 85 4.160321 2.434397e-04 0.48322968 0.0037356742 0.0026828091 0.5101084
#> 86 4.198397 2.255895e-04 0.47958153 0.0037074819 0.0026625681 0.5138228
#> 87 4.236473 2.090482e-04 0.47595976 0.0036794928 0.0026424725 0.5175092
#> 88 4.274549 1.937197e-04 0.47236425 0.0036517059 0.0026225217 0.5211678
#> 89 4.312625 1.795152e-04 0.46879490 0.0036241205 0.0026027153 0.5247987
#> 90 4.350701 1.663523e-04 0.46525159 0.0035967357 0.0025830527 0.5284023
#> 91 4.388778 1.541545e-04 0.46173420 0.0035695507 0.0025635331 0.5319786
#> 92 4.426854 1.428511e-04 0.45824260 0.0035425646 0.0025441561 0.5355278
#> 93 4.464930 1.323766e-04 0.45477666 0.0035157763 0.0025249208 0.5390503
#> 94 4.503006 1.226701e-04 0.45133626 0.0034891849 0.0025058267 0.5425461
#> 95 4.541082 1.136753e-04 0.44792124 0.0034627893 0.0024868730 0.5460154
#> 96 4.579158 1.053401e-04 0.44453148 0.0034365885 0.0024680589 0.5494585
#> 97 4.617234 9.761602e-05 0.44116682 0.0034105814 0.0024493838 0.5528756
#> 98 4.655311 9.045833e-05 0.43782712 0.0033847670 0.0024308468 0.5562668
#> 99 4.693387 8.382548e-05 0.43451224 0.0033591440 0.0024124471 0.5596323
#> 100 4.731463 7.767898e-05 0.43122202 0.0033337113 0.0023941840 0.5629724
#> 101 4.769539 7.198317e-05 0.42795631 0.0033084679 0.0023760566 0.5662872
#> 102 4.807615 6.670501e-05 0.42471496 0.0032834126 0.0023580641 0.5695769
#> 103 4.845691 6.181387e-05 0.42149781 0.0032585441 0.0023402057 0.5728416
#> 104 4.883768 5.728137e-05 0.41830471 0.0032338613 0.0023224805 0.5760817
#> 105 4.921844 5.308122e-05 0.41513551 0.0032093630 0.0023048878 0.5792972
#> 106 4.959920 4.918904e-05 0.41199004 0.0031850480 0.0022874265 0.5824883
#> 107 4.997996 4.558226e-05 0.40886815 0.0031609151 0.0022700960 0.5856553
#> 108 5.036072 4.223994e-05 0.40576968 0.0031369630 0.0022528952 0.5887982
#> 109 5.074148 3.914270e-05 0.40269447 0.0031131907 0.0022358234 0.5919174
#> 110 5.112224 3.627256e-05 0.39964237 0.0030895968 0.0022188797 0.5950129
#> 111 5.150301 3.361288e-05 0.39661321 0.0030661802 0.0022020633 0.5980849
#> 112 5.188377 3.114822e-05 0.39360683 0.0030429396 0.0021853731 0.6011337
#> 113 5.226453 2.886428e-05 0.39062308 0.0030198739 0.0021688085 0.6041594
#> 114 5.264529 2.674781e-05 0.38766180 0.0029969817 0.0021523685 0.6071621
#> 115 5.302605 2.478652e-05 0.38472284 0.0029742619 0.0021360522 0.6101421
#> 116 5.340681 2.296905e-05 0.38180602 0.0029517133 0.0021198589 0.6130994
#> 117 5.378758 2.128485e-05 0.37891120 0.0029293346 0.0021037875 0.6160344
#> 118 5.416834 1.972414e-05 0.37603822 0.0029071247 0.0020878373 0.6189471
#> 119 5.454910 1.827787e-05 0.37318692 0.0028850823 0.0020720073 0.6218377
#> 120 5.492986 1.693764e-05 0.37035714 0.0028632063 0.0020562968 0.6247064
#> 121 5.531062 1.569569e-05 0.36754874 0.0028414954 0.0020407049 0.6275534
#> 122 5.569138 1.454481e-05 0.36476154 0.0028199485 0.0020252307 0.6303787
#> 123 5.607214 1.347831e-05 0.36199541 0.0027985643 0.0020098733 0.6331827
#> 124 5.645291 1.249001e-05 0.35925019 0.0027773417 0.0019946320 0.6359653
#> 125 5.683367 1.157418e-05 0.35652572 0.0027562795 0.0019795058 0.6387269
#> 126 5.721443 1.072551e-05 0.35382185 0.0027353766 0.0019644940 0.6414676
#> 127 5.759519 9.939060e-06 0.35113843 0.0027146317 0.0019495957 0.6441874
#> 128 5.797595 9.210279e-06 0.34847531 0.0026940437 0.0019348100 0.6468866
#> 129 5.835671 8.534936e-06 0.34583234 0.0026736114 0.0019201361 0.6495654
#> 130 5.873747 7.909112e-06 0.34320938 0.0026533337 0.0019055733 0.6522238
#> 131 5.911824 7.329177e-06 0.34060626 0.0026332095 0.0018911207 0.6548621
#> 132 5.949900 6.791766e-06 0.33802285 0.0026132377 0.0018767774 0.6574803
#> 133 5.987976 6.293760e-06 0.33545901 0.0025934169 0.0018625427 0.6600787
#> 134 6.026052 5.832270e-06 0.33291457 0.0025737463 0.0018484158 0.6626574
#> 135 6.064128 5.404619e-06 0.33038940 0.0025542246 0.0018343958 0.6652166
#> 136 6.102204 5.008326e-06 0.32788336 0.0025348508 0.0018204820 0.6677563
#> 137 6.140281 4.641091e-06 0.32539630 0.0025156236 0.0018066736 0.6702768
#> 138 6.178357 4.300783e-06 0.32292809 0.0024965422 0.0017929697 0.6727781
#> 139 6.216433 3.985428e-06 0.32047857 0.0024776052 0.0017793697 0.6752605
#> 140 6.254509 3.693197e-06 0.31804761 0.0024588118 0.0017658726 0.6777240
#> 141 6.292585 3.422394e-06 0.31563507 0.0024401607 0.0017524779 0.6801689
#> 142 6.330661 3.171447e-06 0.31324082 0.0024216510 0.0017391846 0.6825952
#> 143 6.368737 2.938901e-06 0.31086471 0.0024032815 0.0017259921 0.6850031
#> 144 6.406814 2.723406e-06 0.30850661 0.0023850513 0.0017128995 0.6873927
#> 145 6.444890 2.523712e-06 0.30616638 0.0023669592 0.0016999062 0.6897642
#> 146 6.482966 2.338661e-06 0.30384389 0.0023490042 0.0016870113 0.6921178
#> 147 6.521042 2.167179e-06 0.30153901 0.0023311854 0.0016742142 0.6944534
#> 148 6.559118 2.008271e-06 0.29925160 0.0023135016 0.0016615141 0.6967714
#> 149 6.597194 1.861015e-06 0.29698153 0.0022959519 0.0016489103 0.6990717
#> 150 6.635271 1.724556e-06 0.29472867 0.0022785352 0.0016364020 0.7013547
#> 151 6.673347 1.598103e-06 0.29249290 0.0022612506 0.0016239885 0.7036203
#> 152 6.711423 1.480922e-06 0.29027407 0.0022440970 0.0016116692 0.7058687
#> 153 6.749499 1.372333e-06 0.28807207 0.0022270735 0.0015994432 0.7081000
#> 154 6.787575 1.271707e-06 0.28588677 0.0022101791 0.0015873100 0.7103145
#> 155 6.825651 1.178459e-06 0.28371804 0.0021934128 0.0015752688 0.7125121
#> 156 6.863727 1.092049e-06 0.28156575 0.0021767736 0.0015633188 0.7146931
#> 157 6.901804 1.011974e-06 0.27942979 0.0021602606 0.0015514595 0.7168575
#> 158 6.939880 9.377715e-07 0.27731002 0.0021438728 0.0015396901 0.7190055
#> 159 6.977956 8.690095e-07 0.27520633 0.0021276093 0.0015280100 0.7211372
#> 160 7.016032 8.052894e-07 0.27311859 0.0021114691 0.0015164184 0.7232527
#> 161 7.054108 7.462416e-07 0.27104669 0.0020954513 0.0015049148 0.7253522
#> 162 7.092184 6.915235e-07 0.26899050 0.0020795550 0.0014934984 0.7274358
#> 163 7.130261 6.408176e-07 0.26694991 0.0020637793 0.0014821686 0.7295035
#> 164 7.168337 5.938296e-07 0.26492479 0.0020481232 0.0014709247 0.7315556
#> 165 7.206413 5.502871e-07 0.26291503 0.0020325859 0.0014597660 0.7335921
#> 166 7.244489 5.099374e-07 0.26092052 0.0020171664 0.0014486921 0.7356131
#> 167 7.282565 4.725462e-07 0.25894113 0.0020018639 0.0014377021 0.7376188
#> 168 7.320641 4.378968e-07 0.25697676 0.0019866774 0.0014267954 0.7396093
#> 169 7.358717 4.057880e-07 0.25502729 0.0019716061 0.0014159715 0.7415847
#> 170 7.396794 3.760337e-07 0.25309260 0.0019566492 0.0014052297 0.7435451
#> 171 7.434870 3.484610e-07 0.25117259 0.0019418056 0.0013945694 0.7454907
#> 172 7.472946 3.229101e-07 0.24926714 0.0019270747 0.0013839899 0.7474215
#> 173 7.511022 2.992328e-07 0.24737615 0.0019124555 0.0013734907 0.7493376
#> 174 7.549098 2.772915e-07 0.24549950 0.0018979472 0.0013630711 0.7512392
#> 175 7.587174 2.569592e-07 0.24363708 0.0018835490 0.0013527305 0.7531264
#> 176 7.625251 2.381176e-07 0.24178880 0.0018692600 0.0013424684 0.7549992
#> 177 7.663327 2.206577e-07 0.23995453 0.0018550793 0.0013322842 0.7568579
#> 178 7.701403 2.044780e-07 0.23813418 0.0018410063 0.0013221771 0.7587024
#> 179 7.739479 1.894846e-07 0.23632763 0.0018270399 0.0013121468 0.7605330
#> 180 7.777555 1.755907e-07 0.23453479 0.0018131796 0.0013021925 0.7623497
#> 181 7.815631 1.627155e-07 0.23275555 0.0017994243 0.0012923138 0.7641525
#> 182 7.853707 1.507844e-07 0.23098981 0.0017857734 0.0012825100 0.7659418
#> 183 7.891784 1.397281e-07 0.22923746 0.0017722261 0.0012727805 0.7677174
#> 184 7.929860 1.294826e-07 0.22749840 0.0017587815 0.0012631249 0.7694796
#> 185 7.967936 1.199883e-07 0.22577254 0.0017454390 0.0012535425 0.7712284
#> 186 8.006012 1.111901e-07 0.22405977 0.0017321976 0.0012440328 0.7729639
#> 187 8.044088 1.030371e-07 0.22235999 0.0017190567 0.0012345952 0.7746863
#> 188 8.082164 9.548195e-08 0.22067311 0.0017060154 0.0012252292 0.7763956
#> 189 8.120240 8.848074e-08 0.21899902 0.0016930731 0.0012159343 0.7780919
#> 190 8.158317 8.199289e-08 0.21733763 0.0016802290 0.0012067099 0.7797753
#> 191 8.196393 7.598077e-08 0.21568885 0.0016674823 0.0011975555 0.7814460
#> 192 8.234469 7.040948e-08 0.21405257 0.0016548324 0.0011884705 0.7831041
#> 193 8.272545 6.524671e-08 0.21242871 0.0016422783 0.0011794544 0.7847495
#> 194 8.310621 6.046250e-08 0.21081716 0.0016298195 0.0011705067 0.7863825
#> 195 8.348697 5.602909e-08 0.20921784 0.0016174553 0.0011616269 0.7880030
#> 196 8.386774 5.192076e-08 0.20763066 0.0016051848 0.0011528145 0.7896113
#> 197 8.424850 4.811367e-08 0.20605551 0.0015930074 0.0011440689 0.7912074
#> 198 8.462926 4.458574e-08 0.20449231 0.0015809224 0.0011353897 0.7927913
#> 199 8.501002 4.131650e-08 0.20294097 0.0015689290 0.0011267763 0.7943633
#> 200 8.539078 3.828697e-08 0.20140140 0.0015570267 0.0011182282 0.7959233
#> 201 8.577154 3.547958e-08 0.19987351 0.0015452146 0.0011097450 0.7974715
#> 202 8.615230 3.287804e-08 0.19835721 0.0015334922 0.0011013262 0.7990079
#> 203 8.653307 3.046726e-08 0.19685242 0.0015218586 0.0010929712 0.8005327
#> 204 8.691383 2.823325e-08 0.19535904 0.0015103134 0.0010846796 0.8020459
#> 205 8.729459 2.616305e-08 0.19387699 0.0014988557 0.0010764509 0.8035477
#> 206 8.767535 2.424464e-08 0.19240618 0.0014874849 0.0010682846 0.8050380
#> 207 8.805611 2.246691e-08 0.19094653 0.0014762004 0.0010601803 0.8065171
#> 208 8.843687 2.081952e-08 0.18949795 0.0014650015 0.0010521374 0.8079849
#> 209 8.881764 1.929293e-08 0.18806036 0.0014538876 0.0010441556 0.8094416
#> 210 8.919840 1.787828e-08 0.18663368 0.0014428580 0.0010362343 0.8108872
#> 211 8.957916 1.656735e-08 0.18521782 0.0014319120 0.0010283732 0.8123219
#> 212 8.995992 1.535255e-08 0.18381270 0.0014210491 0.0010205716 0.8137457
#> 213 9.034068 1.422683e-08 0.18241824 0.0014102686 0.0010128292 0.8151586
#> 214 9.072144 1.318365e-08 0.18103436 0.0013995699 0.0010051456 0.8165609
#> 215 9.110220 1.221696e-08 0.17966098 0.0013889523 0.0009975203 0.8179525
#> 216 9.148297 1.132115e-08 0.17829802 0.0013784153 0.0009899528 0.8193336
#> 217 9.186373 1.049103e-08 0.17694539 0.0013679582 0.0009824427 0.8207042
#> 218 9.224449 9.721773e-09 0.17560303 0.0013575805 0.0009749896 0.8220644
#> 219 9.262525 9.008925e-09 0.17427086 0.0013472814 0.0009675930 0.8234143
#> 220 9.300601 8.348346e-09 0.17294878 0.0013370606 0.0009602526 0.8247539
#> 221 9.338677 7.736204e-09 0.17163674 0.0013269172 0.0009529678 0.8260834
#> 222 9.376754 7.168947e-09 0.17033465 0.0013168508 0.0009457383 0.8274028
#> 223 9.414830 6.643285e-09 0.16904244 0.0013068608 0.0009385636 0.8287121
#> 224 9.452906 6.156166e-09 0.16776003 0.0012969465 0.0009314434 0.8300116
#> 225 9.490982 5.704766e-09 0.16648736 0.0012871075 0.0009243772 0.8313012
#> 226 9.529058 5.286464e-09 0.16522433 0.0012773431 0.0009173646 0.8325810
#> 227 9.567134 4.898834e-09 0.16397089 0.0012676528 0.0009104052 0.8338510
#> 228 9.605210 4.539628e-09 0.16272696 0.0012580360 0.0009034986 0.8351115
#> 229 9.643287 4.206760e-09 0.16149246 0.0012484921 0.0008966444 0.8363624
#> 230 9.681363 3.898299e-09 0.16026733 0.0012390207 0.0008898421 0.8376038
#> 231 9.719439 3.612457e-09 0.15905149 0.0012296211 0.0008830915 0.8388358
#> 232 9.757515 3.347574e-09 0.15784488 0.0012202928 0.0008763921 0.8400584
#> 233 9.795591 3.102113e-09 0.15664742 0.0012110353 0.0008697435 0.8412718
#> 234 9.833667 2.874651e-09 0.15545904 0.0012018480 0.0008631454 0.8424760
#> 235 9.871743 2.663867e-09 0.15427968 0.0011927304 0.0008565973 0.8436710
#> 236 9.909820 2.468539e-09 0.15310927 0.0011836820 0.0008500989 0.8448569
#> 237 9.947896 2.287534e-09 0.15194774 0.0011747022 0.0008436498 0.8460339
#> 238 9.985972 2.119800e-09 0.15079501 0.0011657906 0.0008372496 0.8472019
#> 239 10.024048 1.964366e-09 0.14965104 0.0011569466 0.0008308980 0.8483611
#> 240 10.062124 1.820329e-09 0.14851574 0.0011481696 0.0008245945 0.8495115
#> 241 10.100200 1.686854e-09 0.14738905 0.0011394592 0.0008183389 0.8506531
#> 242 10.138277 1.563165e-09 0.14627091 0.0011308149 0.0008121307 0.8517861
#> 243 10.176353 1.448546e-09 0.14516126 0.0011222362 0.0008059697 0.8529105
#> 244 10.214429 1.342332e-09 0.14406002 0.0011137226 0.0007998553 0.8540264
#> 245 10.252505 1.243905e-09 0.14296714 0.0011052736 0.0007937874 0.8551338
#> 246 10.290581 1.152696e-09 0.14188254 0.0010968886 0.0007877655 0.8562328
#> 247 10.328657 1.068175e-09 0.14080618 0.0010885673 0.0007817892 0.8573235
#> 248 10.366733 9.898508e-10 0.13973798 0.0010803091 0.0007758583 0.8584059
#> 249 10.404810 9.172700e-10 0.13867788 0.0010721135 0.0007699724 0.8594800
#> 250 10.442886 8.500112e-10 0.13762583 0.0010639801 0.0007641312 0.8605461
#> 251 10.480962 7.876842e-10 0.13658176 0.0010559085 0.0007583343 0.8616040
#> 252 10.519038 7.299273e-10 0.13554561 0.0010478980 0.0007525813 0.8626539
#> 253 10.557114 6.764054e-10 0.13451732 0.0010399483 0.0007468720 0.8636959
#> 254 10.595190 6.268081e-10 0.13349683 0.0010320590 0.0007412060 0.8647299
#> 255 10.633267 5.808474e-10 0.13248408 0.0010242295 0.0007355830 0.8657561
#> 256 10.671343 5.382568e-10 0.13147901 0.0010164593 0.0007300026 0.8667745
#> 257 10.709419 4.987891e-10 0.13048157 0.0010087482 0.0007244646 0.8677852
#> 258 10.747495 4.622155e-10 0.12949170 0.0010010955 0.0007189686 0.8687882
#> 259 10.785571 4.283235e-10 0.12850934 0.0009935009 0.0007135143 0.8697836
#> 260 10.823647 3.969167e-10 0.12753443 0.0009859639 0.0007081013 0.8707715
#> 261 10.861723 3.678128e-10 0.12656691 0.0009784840 0.0007027294 0.8717519
#> 262 10.899800 3.408430e-10 0.12560673 0.0009710610 0.0006973983 0.8727248
#> 263 10.937876 3.158507e-10 0.12465384 0.0009636942 0.0006921076 0.8736904
#> 264 10.975952 2.926910e-10 0.12370818 0.0009563833 0.0006868571 0.8746486
#> 265 11.014028 2.712294e-10 0.12276969 0.0009491279 0.0006816464 0.8755995
#> 266 11.052104 2.513415e-10 0.12183832 0.0009419275 0.0006764752 0.8765433
#> 267 11.090180 2.329119e-10 0.12091402 0.0009347818 0.0006713433 0.8774799
#> 268 11.128257 2.158337e-10 0.11999673 0.0009276902 0.0006662502 0.8784093
#> 269 11.166333 2.000077e-10 0.11908640 0.0009206525 0.0006611959 0.8793318
#> 270 11.204409 1.853421e-10 0.11818297 0.0009136681 0.0006561798 0.8802472
#> 271 11.242485 1.717519e-10 0.11728640 0.0009067368 0.0006512019 0.8811557
#> 272 11.280561 1.591582e-10 0.11639663 0.0008998580 0.0006462616 0.8820573
#> 273 11.318637 1.474880e-10 0.11551361 0.0008930314 0.0006413589 0.8829520
#> 274 11.356713 1.366734e-10 0.11463729 0.0008862566 0.0006364933 0.8838400
#> 275 11.394790 1.266518e-10 0.11376761 0.0008795331 0.0006316647 0.8847212
#> 276 11.432866 1.173651e-10 0.11290454 0.0008728607 0.0006268727 0.8855957
#> 277 11.470942 1.087593e-10 0.11204801 0.0008662389 0.0006221171 0.8864636
#> 278 11.509018 1.007845e-10 0.11119798 0.0008596674 0.0006173975 0.8873250
#> 279 11.547094 9.339453e-11 0.11035439 0.0008531457 0.0006127137 0.8881797
#> 280 11.585170 8.654638e-11 0.10951721 0.0008466735 0.0006080655 0.8890280
#> 281 11.623246 8.020037e-11 0.10868638 0.0008402503 0.0006034525 0.8898699
#> 282 11.661323 7.431968e-11 0.10786185 0.0008338759 0.0005988745 0.8907054
#> 283 11.699399 6.887020e-11 0.10704358 0.0008275499 0.0005943313 0.8915345
#> 284 11.737475 6.382029e-11 0.10623151 0.0008212718 0.0005898225 0.8923574
#> 285 11.775551 5.914067e-11 0.10542561 0.0008150414 0.0005853479 0.8931740
#> 286 11.813627 5.480419e-11 0.10462582 0.0008088583 0.0005809073 0.8939844
#> 287 11.851703 5.078567e-11 0.10383209 0.0008027220 0.0005765004 0.8947887
#> 288 11.889780 4.706182e-11 0.10304439 0.0007966323 0.0005721269 0.8955868
#> 289 11.927856 4.361101e-11 0.10226267 0.0007905888 0.0005677865 0.8963790
#> 290 11.965932 4.041324e-11 0.10148687 0.0007845912 0.0005634791 0.8971651
#> 291 12.004008 3.744994e-11 0.10071696 0.0007786390 0.0005592044 0.8979452
#> 292 12.042084 3.470392e-11 0.09995289 0.0007727320 0.0005549621 0.8987194
#> 293 12.080160 3.215926e-11 0.09919462 0.0007668699 0.0005507520 0.8994878
#> 294 12.118236 2.980119e-11 0.09844209 0.0007610521 0.0005465738 0.9002503
#> 295 12.156313 2.761602e-11 0.09769528 0.0007552786 0.0005424273 0.9010070
#> 296 12.194389 2.559107e-11 0.09695414 0.0007495488 0.0005383123 0.9017580
#> 297 12.232465 2.371461e-11 0.09621861 0.0007438625 0.0005342285 0.9025033
#> 298 12.270541 2.197574e-11 0.09548867 0.0007382193 0.0005301757 0.9032429
#> 299 12.308617 2.036437e-11 0.09476426 0.0007326190 0.0005261536 0.9039770
#> 300 12.346693 1.887115e-11 0.09404535 0.0007270611 0.0005221620 0.9047054
#> 301 12.384770 1.748742e-11 0.09333189 0.0007215454 0.0005182008 0.9054284
#> 302 12.422846 1.620516e-11 0.09262385 0.0007160715 0.0005142695 0.9061458
#> 303 12.460922 1.501692e-11 0.09192118 0.0007106392 0.0005103681 0.9068578
#> 304 12.498998 1.391580e-11 0.09122383 0.0007052480 0.0005064963 0.9075644
#> 305 12.537074 1.289543e-11 0.09053178 0.0006998978 0.0005026539 0.9082657
#> 306 12.575150 1.194987e-11 0.08984498 0.0006945882 0.0004988406 0.9089616
#> 307 12.613226 1.107365e-11 0.08916339 0.0006893188 0.0004950562 0.9096522
#> 308 12.651303 1.026167e-11 0.08848697 0.0006840894 0.0004913006 0.9103376
#> 309 12.689379 9.509237e-12 0.08781568 0.0006788997 0.0004875734 0.9110178
#> 310 12.727455 8.811972e-12 0.08714948 0.0006737494 0.0004838745 0.9116929
#> 311 12.765531 8.165835e-12 0.08648834 0.0006686381 0.0004802037 0.9123628
#> 312 12.803607 7.567076e-12 0.08583221 0.0006635656 0.0004765608 0.9130277
#> 313 12.841683 7.012220e-12 0.08518106 0.0006585316 0.0004729454 0.9136875
#> 314 12.879760 6.498050e-12 0.08453485 0.0006535358 0.0004693575 0.9143423
#> 315 12.917836 6.021581e-12 0.08389354 0.0006485778 0.0004657968 0.9149921
#> 316 12.955912 5.580049e-12 0.08325710 0.0006436575 0.0004622631 0.9156370
#> 317 12.993988 5.170892e-12 0.08262549 0.0006387745 0.0004587563 0.9162770
#> 318 13.032064 4.791736e-12 0.08199867 0.0006339286 0.0004552760 0.9169121
#> 319 13.070140 4.440383e-12 0.08137660 0.0006291194 0.0004518221 0.9175425
#> 320 13.108216 4.114792e-12 0.08075925 0.0006243467 0.0004483945 0.9181680
#> 321 13.146293 3.813075e-12 0.08014659 0.0006196102 0.0004449928 0.9187888
#> 322 13.184369 3.533481e-12 0.07953857 0.0006149097 0.0004416170 0.9194049
#> 323 13.222445 3.274389e-12 0.07893516 0.0006102448 0.0004382667 0.9200163
#> 324 13.260521 3.034295e-12 0.07833634 0.0006056153 0.0004349419 0.9206231
#> 325 13.298597 2.811805e-12 0.07774205 0.0006010209 0.0004316423 0.9212253
#> 326 13.336673 2.605630e-12 0.07715228 0.0005964614 0.0004283677 0.9218229
#> 327 13.374749 2.414572e-12 0.07656698 0.0005919364 0.0004251180 0.9224160
#> 328 13.412826 2.237524e-12 0.07598612 0.0005874458 0.0004218929 0.9230045
#> 329 13.450902 2.073458e-12 0.07540966 0.0005829893 0.0004186923 0.9235887
#> 330 13.488978 1.921421e-12 0.07483758 0.0005785665 0.0004155160 0.9241683
#> 331 13.527054 1.780533e-12 0.07426984 0.0005741774 0.0004123637 0.9247436
#> 332 13.565130 1.649976e-12 0.07370641 0.0005698215 0.0004092354 0.9253145
#> 333 13.603206 1.528991e-12 0.07314725 0.0005654986 0.0004061308 0.9258811
#> 334 13.641283 1.416878e-12 0.07259233 0.0005612086 0.0004030498 0.9264434
#> 335 13.679359 1.312986e-12 0.07204162 0.0005569511 0.0003999921 0.9270014
#> 336 13.717435 1.216711e-12 0.07149509 0.0005527259 0.0003969577 0.9275552
#> 337 13.755511 1.127496e-12 0.07095271 0.0005485327 0.0003939462 0.9281048
#> 338 13.793587 1.044822e-12 0.07041444 0.0005443714 0.0003909576 0.9286502
#> 339 13.831663 9.682107e-13 0.06988025 0.0005402416 0.0003879917 0.9291915
#> 340 13.869739 8.972167e-13 0.06935012 0.0005361432 0.0003850483 0.9297287
#> 341 13.907816 8.314284e-13 0.06882401 0.0005320758 0.0003821272 0.9302618
#> 342 13.945892 7.704639e-13 0.06830189 0.0005280394 0.0003792283 0.9307908
#> 343 13.983968 7.139697e-13 0.06778373 0.0005240335 0.0003763513 0.9313159
#> 344 14.022044 6.616179e-13 0.06726950 0.0005200580 0.0003734962 0.9318369
#> 345 14.060120 6.131048e-13 0.06675918 0.0005161127 0.0003706627 0.9323540
#> 346 14.098196 5.681489e-13 0.06625272 0.0005121973 0.0003678508 0.9328672
#> 347 14.136273 5.264895e-13 0.06575011 0.0005083116 0.0003650602 0.9333765
#> 348 14.174349 4.878846e-13 0.06525131 0.0005044554 0.0003622907 0.9338819
#> 349 14.212425 4.521105e-13 0.06475629 0.0005006284 0.0003595422 0.9343835
#> 350 14.250501 4.189596e-13 0.06426503 0.0004968305 0.0003568146 0.9348813
#> 351 14.288577 3.882394e-13 0.06377749 0.0004930614 0.0003541077 0.9353753
#> 352 14.326653 3.597717e-13 0.06329366 0.0004893209 0.0003514214 0.9358656
#> 353 14.364729 3.333915e-13 0.06281349 0.0004856088 0.0003487554 0.9363521
#> 354 14.402806 3.089456e-13 0.06233697 0.0004819248 0.0003461096 0.9368350
#> 355 14.440882 2.862922e-13 0.06186406 0.0004782687 0.0003434839 0.9373142
#> 356 14.478958 2.652998e-13 0.06139474 0.0004746405 0.0003408781 0.9377897
#> 357 14.517034 2.458467e-13 0.06092898 0.0004710397 0.0003382921 0.9382617
#> 358 14.555110 2.278200e-13 0.06046676 0.0004674662 0.0003357258 0.9387301
#> 359 14.593186 2.111151e-13 0.06000804 0.0004639199 0.0003331788 0.9391949
#> 360 14.631263 1.956351e-13 0.05955280 0.0004604005 0.0003306512 0.9396561
#> 361 14.669339 1.812902e-13 0.05910101 0.0004569077 0.0003281428 0.9401139
#> 362 14.707415 1.679971e-13 0.05865265 0.0004534415 0.0003256534 0.9405683
#> 363 14.745491 1.556787e-13 0.05820770 0.0004500015 0.0003231829 0.9410191
#> 364 14.783567 1.442636e-13 0.05776612 0.0004465877 0.0003207311 0.9414666
#> 365 14.821643 1.336855e-13 0.05732788 0.0004431997 0.0003182980 0.9419106
#> 366 14.859719 1.238830e-13 0.05689298 0.0004398375 0.0003158833 0.9423513
#> 367 14.897796 1.147993e-13 0.05646137 0.0004365007 0.0003134869 0.9427886
#> 368 14.935872 1.063816e-13 0.05603304 0.0004331893 0.0003111087 0.9432227
#> 369 14.973948 9.858120e-14 0.05560795 0.0004299030 0.0003087485 0.9436534
#> 370 15.012024 9.135274e-14 0.05518609 0.0004266416 0.0003064063 0.9440809
#> 371 15.050100 8.465431e-14 0.05476743 0.0004234050 0.0003040818 0.9445051
#> 372 15.088176 7.844704e-14 0.05435195 0.0004201929 0.0003017749 0.9449261
#> 373 15.126253 7.269491e-14 0.05393962 0.0004170052 0.0002994855 0.9453439
#> 374 15.164329 6.736456e-14 0.05353042 0.0004138417 0.0002972136 0.9457585
#> 375 15.202405 6.242506e-14 0.05312432 0.0004107021 0.0002949588 0.9461700
#> 376 15.240481 5.784774e-14 0.05272130 0.0004075864 0.0002927212 0.9465784
#> 377 15.278557 5.360606e-14 0.05232134 0.0004044943 0.0002905005 0.9469837
#> 378 15.316633 4.967540e-14 0.05192442 0.0004014257 0.0002882967 0.9473859
#> 379 15.354709 4.603296e-14 0.05153050 0.0003983804 0.0002861095 0.9477850
#> 380 15.392786 4.265759e-14 0.05113958 0.0003953581 0.0002839390 0.9481811
#> 381 15.430862 3.952973e-14 0.05075162 0.0003923588 0.0002817850 0.9485742
#> 382 15.468938 3.663121e-14 0.05036660 0.0003893823 0.0002796473 0.9489644
#> 383 15.507014 3.394523e-14 0.04998450 0.0003864283 0.0002775258 0.9493515
#> 384 15.545090 3.145620e-14 0.04960530 0.0003834967 0.0002754204 0.9497358
#> 385 15.583166 2.914967e-14 0.04922898 0.0003805874 0.0002733310 0.9501171
#> 386 15.621242 2.701228e-14 0.04885552 0.0003777002 0.0002712574 0.9504955
#> 387 15.659319 2.503160e-14 0.04848488 0.0003748348 0.0002691995 0.9508711
#> 388 15.697395 2.319616e-14 0.04811706 0.0003719912 0.0002671573 0.9512438
#> 389 15.735471 2.149530e-14 0.04775203 0.0003691692 0.0002651306 0.9516137
#> 390 15.773547 1.991916e-14 0.04738977 0.0003663685 0.0002631192 0.9519807
#> 391 15.811623 1.845859e-14 0.04703026 0.0003635891 0.0002611231 0.9523450
#> 392 15.849699 1.710512e-14 0.04667347 0.0003608308 0.0002591422 0.9527066
#> 393 15.887776 1.585088e-14 0.04631939 0.0003580935 0.0002571762 0.9530653
#> 394 15.925852 1.468862e-14 0.04596800 0.0003553769 0.0002552252 0.9534214
#> 395 15.963928 1.361158e-14 0.04561927 0.0003526809 0.0002532890 0.9537748
#> 396 16.002004 1.261351e-14 0.04527319 0.0003500053 0.0002513675 0.9541254
#> 397 16.040080 1.168862e-14 0.04492973 0.0003473501 0.0002494605 0.9544735
#> 398 16.078156 1.083156e-14 0.04458888 0.0003447150 0.0002475680 0.9548188
#> 399 16.116232 1.003733e-14 0.04425062 0.0003420999 0.0002456899 0.9551616
#> 400 16.154309 9.301346e-15 0.04391492 0.0003395046 0.0002438260 0.9555018
#> 401 16.192385 8.619326e-15 0.04358177 0.0003369290 0.0002419763 0.9558393
#> 402 16.230461 7.987314e-15 0.04325114 0.0003343729 0.0002401406 0.9561743
#> 403 16.268537 7.401645e-15 0.04292302 0.0003318363 0.0002383188 0.9565068
#> 404 16.306613 6.858920e-15 0.04259740 0.0003293189 0.0002365108 0.9568368
#> 405 16.344689 6.355990e-15 0.04227424 0.0003268206 0.0002347166 0.9571642
#> 406 16.382766 5.889937e-15 0.04195353 0.0003243412 0.0002329360 0.9574892
#> 407 16.420842 5.458058e-15 0.04163526 0.0003218807 0.0002311688 0.9578117
#> 408 16.458918 5.057846e-15 0.04131940 0.0003194388 0.0002294151 0.9581317
#> 409 16.496994 4.686980e-15 0.04100594 0.0003170154 0.0002276747 0.9584494
#> 410 16.535070 4.343307e-15 0.04069486 0.0003146104 0.0002259475 0.9587646
#> 411 16.573146 4.024835e-15 0.04038614 0.0003122237 0.0002242334 0.9590774
#> 412 16.611222 3.729714e-15 0.04007975 0.0003098551 0.0002225323 0.9593879
#> 413 16.649299 3.456233e-15 0.03977570 0.0003075044 0.0002208441 0.9596960
#> 414 16.687375 3.202805e-15 0.03947395 0.0003051716 0.0002191687 0.9600017
#> 415 16.725451 2.967959e-15 0.03917448 0.0003028565 0.0002175060 0.9603052
#> 416 16.763527 2.750334e-15 0.03887729 0.0003005589 0.0002158559 0.9606063
#> 417 16.801603 2.548666e-15 0.03858236 0.0002982788 0.0002142184 0.9609051
#> 418 16.839679 2.361785e-15 0.03828966 0.0002960159 0.0002125933 0.9612017
#> 419 16.877756 2.188607e-15 0.03799918 0.0002937703 0.0002109805 0.9614961
#> 420 16.915832 2.028128e-15 0.03771091 0.0002915416 0.0002093799 0.9617882
#> 421 16.953908 1.879415e-15 0.03742482 0.0002893299 0.0002077915 0.9620781
#> 422 16.991984 1.741607e-15 0.03714091 0.0002871350 0.0002062151 0.9623657
#> 423 17.030060 1.613904e-15 0.03685915 0.0002849567 0.0002046507 0.9626512
#> 424 17.068136 1.495565e-15 0.03657952 0.0002827949 0.0002030982 0.9629346
#> 425 17.106212 1.385902e-15 0.03630202 0.0002806495 0.0002015574 0.9632158
#> 426 17.144289 1.284281e-15 0.03602662 0.0002785204 0.0002000283 0.9634948
#> 427 17.182365 1.190111e-15 0.03575331 0.0002764075 0.0001985108 0.9637718
#> 428 17.220441 1.102847e-15 0.03548207 0.0002743106 0.0001970049 0.9640466
#> 429 17.258517 1.021980e-15 0.03521290 0.0002722296 0.0001955103 0.9643194
#> 430 17.296593 9.470438e-16 0.03494576 0.0002701644 0.0001940271 0.9645900
#> 431 17.334669 8.776018e-16 0.03468065 0.0002681148 0.0001925552 0.9648587
#> 432 17.372745 8.132517e-16 0.03441755 0.0002660808 0.0001910944 0.9651253
#> 433 17.410822 7.536201e-16 0.03415645 0.0002640622 0.0001896447 0.9653898
#> 434 17.448898 6.983609e-16 0.03389733 0.0002620590 0.0001882060 0.9656524
#> 435 17.486974 6.471537e-16 0.03364017 0.0002600709 0.0001867782 0.9659130
#> 436 17.525050 5.997012e-16 0.03338497 0.0002580979 0.0001853613 0.9661716
#> 437 17.563126 5.557281e-16 0.03313170 0.0002561399 0.0001839550 0.9664282
#> 438 17.601202 5.149794e-16 0.03288035 0.0002541968 0.0001825595 0.9666829
#> 439 17.639279 4.772185e-16 0.03263091 0.0002522684 0.0001811746 0.9669356
#> 440 17.677355 4.422265e-16 0.03238336 0.0002503546 0.0001798001 0.9671865
#> 441 17.715431 4.098003e-16 0.03213769 0.0002484553 0.0001784361 0.9674354
#> 442 17.753507 3.797517e-16 0.03189389 0.0002465705 0.0001770824 0.9676825
#> 443 17.791583 3.519064e-16 0.03165193 0.0002446999 0.0001757390 0.9679276
#> 444 17.829659 3.261029e-16 0.03141181 0.0002428435 0.0001744058 0.9681709
#> 445 17.867735 3.021914e-16 0.03117351 0.0002410012 0.0001730827 0.9684124
#> 446 17.905812 2.800333e-16 0.03093702 0.0002391729 0.0001717696 0.9686520
#> 447 17.943888 2.594998e-16 0.03070232 0.0002373585 0.0001704666 0.9688899
#> 448 17.981964 2.404720e-16 0.03046940 0.0002355578 0.0001691733 0.9691259
#> 449 18.020040 2.228394e-16 0.03023825 0.0002337708 0.0001678899 0.9693601
#> 450 18.058116 2.064998e-16 0.03000886 0.0002319973 0.0001666163 0.9695925
#> 451 18.096192 1.913582e-16 0.02978120 0.0002302373 0.0001653523 0.9698232
#> 452 18.134269 1.773268e-16 0.02955527 0.0002284907 0.0001640979 0.9700521
#> 453 18.172345 1.643244e-16 0.02933106 0.0002267573 0.0001628530 0.9702793
#> 454 18.210421 1.522753e-16 0.02910854 0.0002250370 0.0001616175 0.9705048
#> 455 18.248497 1.411097e-16 0.02888771 0.0002233298 0.0001603914 0.9707286
#> 456 18.286573 1.307629e-16 0.02866856 0.0002216356 0.0001591746 0.9709506
#> 457 18.324649 1.211747e-16 0.02845107 0.0002199542 0.0001579671 0.9711710
#> 458 18.362725 1.122895e-16 0.02823524 0.0002182856 0.0001567687 0.9713897
#> 459 18.400802 1.040559e-16 0.02802103 0.0002166296 0.0001555794 0.9716068
#> 460 18.438878 9.642603e-17 0.02780846 0.0002149862 0.0001543991 0.9718222
#> 461 18.476954 8.935559e-17 0.02759750 0.0002133552 0.0001532278 0.9720359
#> 462 18.515030 8.280360e-17 0.02738813 0.0002117366 0.0001520654 0.9722481
#> 463 18.553106 7.673203e-17 0.02718036 0.0002101303 0.0001509118 0.9724586
#> 464 18.591182 7.110566e-17 0.02697416 0.0002085362 0.0001497669 0.9726675
#> 465 18.629259 6.589184e-17 0.02676952 0.0002069542 0.0001486307 0.9728749
#> 466 18.667335 6.106033e-17 0.02656644 0.0002053842 0.0001475032 0.9730807
#> 467 18.705411 5.658308e-17 0.02636490 0.0002038261 0.0001463842 0.9732849
#> 468 18.743487 5.243413e-17 0.02616489 0.0002022798 0.0001452737 0.9734876
#> 469 18.781563 4.858940e-17 0.02596639 0.0002007452 0.0001441716 0.9736887
#> 470 18.819639 4.502659e-17 0.02576941 0.0001992223 0.0001430778 0.9738883
#> 471 18.857715 4.172501e-17 0.02557391 0.0001977109 0.0001419924 0.9740864
#> 472 18.895792 3.866553e-17 0.02537990 0.0001962110 0.0001409152 0.9742830
#> 473 18.933868 3.583038e-17 0.02518736 0.0001947225 0.0001398462 0.9744781
#> 474 18.971944 3.320312e-17 0.02499628 0.0001932453 0.0001387853 0.9746717
#> 475 19.010020 3.076850e-17 0.02480665 0.0001917793 0.0001377324 0.9748638
#> 476 19.048096 2.851241e-17 0.02461846 0.0001903244 0.0001366875 0.9750545
#> 477 19.086172 2.642174e-17 0.02443170 0.0001888805 0.0001356506 0.9752438
#> 478 19.124248 2.448436e-17 0.02424635 0.0001874476 0.0001346215 0.9754316
#> 479 19.162325 2.268905e-17 0.02406241 0.0001860256 0.0001336002 0.9756180
#> 480 19.200401 2.102538e-17 0.02387986 0.0001846143 0.0001325867 0.9758029
#> 481 19.238477 1.948369e-17 0.02369870 0.0001832138 0.0001315808 0.9759865
#> 482 19.276553 1.805505e-17 0.02351892 0.0001818239 0.0001305826 0.9761687
#> 483 19.314629 1.673117e-17 0.02334050 0.0001804445 0.0001295920 0.9763495
#> 484 19.352705 1.550435e-17 0.02316343 0.0001790756 0.0001286088 0.9765289
#> 485 19.390782 1.436750e-17 0.02298770 0.0001777171 0.0001276332 0.9767069
#> 486 19.428858 1.331400e-17 0.02281331 0.0001763689 0.0001266649 0.9768837
#> 487 19.466934 1.233775e-17 0.02264024 0.0001750309 0.0001257040 0.9770590
#> 488 19.505010 1.143309e-17 0.02246849 0.0001737030 0.0001247504 0.9772331
#> 489 19.543086 1.059476e-17 0.02229804 0.0001723853 0.0001238040 0.9774058
#> 490 19.581162 9.817898e-18 0.02212888 0.0001710775 0.0001228648 0.9775772
#> 491 19.619238 9.098001e-18 0.02196100 0.0001697797 0.0001219327 0.9777473
#> 492 19.657315 8.430891e-18 0.02179440 0.0001684917 0.0001210076 0.9779161
#> 493 19.695391 7.812696e-18 0.02162906 0.0001672134 0.0001200896 0.9780836
#> 494 19.733467 7.239831e-18 0.02146497 0.0001659449 0.0001191786 0.9782499
#> 495 19.771543 6.708970e-18 0.02130213 0.0001646860 0.0001182745 0.9784149
#> 496 19.809619 6.217036e-18 0.02114053 0.0001634366 0.0001173772 0.9785787
#> 497 19.847695 5.761172e-18 0.02098015 0.0001621967 0.0001164868 0.9787412
#> 498 19.885772 5.338734e-18 0.02082099 0.0001609663 0.0001156031 0.9789024
#> 499 19.923848 4.947272e-18 0.02066303 0.0001597451 0.0001147261 0.9790625
#> 500 19.961924 4.584513e-18 0.02050628 0.0001585333 0.0001138557 0.9792213
#> 501 20.000000 4.248354e-18 0.02035071 0.0001573306 0.0001129920 0.9793790
#>
#> attr(,"class")
#> [1] "mseir_model"