Skip to contents

Multiple pathogen structure

Usage

multiple(
  case_timeseries,
  time,
  component_pathogen_timeseries,
  smoothing_structure = c("shared", "independent", "correlated"),
  observation_noise = c("observation_noise_only", "pathogen_specific_noise")
)

Arguments

case_timeseries

vector of total case data

time

vector of labelled time data

component_pathogen_timeseries

named list of each pathogen that has timeseries of case counts

smoothing_structure

either `shared` (all pathogens have the same smoothing structure; tau[1]), `independent` (each pathogen has completely independent smoothing structure; tau[number of pathogens]), or `correlated` (smoothing structure is correlated among pathogens Sigma[number of pathogens, number of pathogens]). Case-insensitive.

observation_noise

either `observation_noise_only` (only includes observation noise - the same between pathogens) or `pathogen_specific_noise` (includes noise in individual pathogens as well). Case-insensitive.

Value

named list including pathogen_structure, pathogen_names, data, and model_params of class `EpiStrainDynamics.pathogen_structure`

Examples

multiple(
  case_timeseries = sarscov2$cases,
  time = sarscov2$date,
  component_pathogen_timeseries = list(
    alpha = sarscov2$alpha,
    delta = sarscov2$delta,
    omicron = sarscov2$omicron,
    other = sarscov2$other
  ),
  smoothing_structure = 'independent',
  observation_noise = 'observation_noise_only'
)
#> $pathogen_structure
#> [1] "multiple"
#> 
#> $pathogen_names
#> [1] "alpha"   "delta"   "omicron" "other"  
#> 
#> $data
#> $data$case_timeseries
#>   [1]   7096   7682   7318   6810   7023   9983  10366  12717  13357  13854
#>  [11]  11667  11953  16753  17250  18573  18425  15893  12648  12202  19671
#>  [21]  19116  19920  18606  17915  14882  14311  25872  25613  25714  23475
#>  [31]  21694  16434  15895  26807  24351  23901  23614  22890  16673  15970
#>  [41]  31925  25943  24027  24063  23659  18766  20244  31510  27789  27757
#>  [51]  24826  24388  18223  16233  26952  23488  21076  18041  17100  12533
#>  [61]  11895  19024  16679  16814  14761  14554  11086  10852  18198  16684
#>  [71]  16676  15860  15834  12893  13731  21584  21065  21909  22916  24390
#>  [81]  19588  22266  35197  34378  35427  34437  36419  25589  33066  48192
#>  [91]  46475  42936  32392  14419  41110  48520  46408  83090  72161  53947
#> [101]  32482  61654  56335  77972  66638  58784  53187  48105  40035  37174
#> [111]  58592  50647  46509  43472  41452  31250  29592  45957  40525  35986
#> [121]  32502  30330  22344  17554  30737  27730  26303  24773  22434  17167
#> [131]  15783  22972  20265  19914  18493  16307  12320  11664  16194  14225
#> [141]  13899  13139  12573   9035   8995  14735  12939  11942  11793  10728
#> [151]   8313   8098  11657   9763   8847   8024   6782   4949   4873   7192
#> [161]   6918   6172   5937   5467   4628   4410   6890   6488   6250   5933
#> [171]   5717   4381   4425   6703   5863   5978   5632   5180   4247   5390
#> [181]   6459   5484   6224   5616   4567   3731   5030   4196   3779   3966
#> [191]   3674   2747   2508   2412   2744   3313   3253   3147   2953   2380
#> [201]   2376   2881   2495   2512   2345   2347   1722   2584   2738   2541
#> [211]   2708   2409   2020   1564   2119   2626   2178   2499   2230   1825
#> [221]   1433   1521   2084   2553   2569   2326   1982   1609   2307   2809
#> [231]   2329   2335   2182   1938   1628   1923   2858   2812   2813   2517
#> [241]   2367   2000   2326   3369   3427   3922   3747   3589   3000   3164
#> [251]   3897   5431   6168   6258   5861   4731   5534   7946   7896   8210
#> [261]   8043   7619   6284   7135  10362  10800  11052  11106  10320   8447
#> [271]  10087  16308  17402  18351  18714  18169  16301  18502  28418  28199
#> [281]  28923  28794  26339  24010  25170  34919  36060  38597  34020  32804
#> [291]  28379  30503  44511  47707  54910  62000  55264  38476  36182  47924
#> [301]  39876  35548  31278  27817  22852  22187  29981  29582  30237  28432
#> [311]  24749  20570  20985  29840  30473  32338  31660  28035  22540  22887
#> [321]  32162  31518  33350  31726  28974  25057  25327  36907  37920  38739
#> [331]  36501  32231  28536  28743  39715  37682  38777  37613  33745  27601
#> [341]  26136  34774  45212  43532  42328  38633  31810  31803  44929  38619
#> [351]  35849  33974  29187  23533  24060  34658  31435  30414  29710  29479
#> [361]  26645  31084  40768  38848  36756  35851  32108  28567  32083  41589
#> [371]  36548  34837  32604  29058  26316  32059  43733  39279  39264  38465
#> [381]  35612  32306  36418  50304  48321  47775  46419  43560  37878  43752
#> [391]  57743  52529  51661  45194  40664  35103  35764  47466  42124  43045
#> [401]  41391  40251  33569  34814  45109  38019  35986  33662  30318  27436
#> [411]  30586  44126  42246  42942  40999  37763  32885  35532  50948  46430
#> [421]  45895  44062  39606  35335  37250  50733  48197  46772  43425  39330
#> [431]  33303  39706  56289  55695  54820  50319  45667  38784  41051  59694
#> [441]  56258  58827  56995  52492  48594  53158  87169 102788 112703 106055
#> [451]  95897  88883  89133 133966 150293 161560 160633 137268  70363 116287
#> [461] 195011 212469 272798 236576 188567 118275 181068 229901 275647 222174
#> [471] 172980 120287  93615  95790 132959 115245 103219  96412  86325  77950
#> [481]  98097 131514 118857 111760 100324  91730  81733 102365 127364 113202
#> [491] 108668  96201  84026  73512  87702 105051  93949  88418  76644  63264
#> [501]  52305  60552  76483  69661  64339  52293  44559  37529  41755  54745
#> [511]  52502  51572  44716  33241  34647  37720  45132  39188  36477  30631
#> [521]  27837  25089  31360  44649  44795  46179  43761  41408  38759  49026
#> [531]  68520  70112  73531  70510  67030  62078  75739  99834  93708  91751
#> [541]  82853  75285  67417  81054 109286  99095  94185  82905  72430  61456
#> [551]  68336  92857  80126  73643  54791  47462  37592  42179  53727  49101
#> [561]  44750  38709  32988  27885  30952  37371  33771  31685  26639  21617
#> [571]  19925  20144  25223  25772  21457  18464  15703  13210  14714  17109
#> [581]  14560  13055  11608  10012   8354   9034  11907  13318  11672  10221
#> [591]   8954   7517   9062  10702   9748   8725   7642   6942   6120   7973
#> [601]   9417   8286   7638   6820   5821   5019   5997   7313   6679   6293
#> [611]   5753   5409   4988   5680   7115   7093   7011   6209   6635   7492
#> [621]   9815  11747  11411  11784  11319  10784  10077  12693  15272  15141
#> [631]  14837  14225  13919  13623  16997  19942  20896  20873  19590  18350
#> [641]  16800  20778  25104  25041  24601  24240  23650  21961  27780  33704
#> [651]  31415  29698  26454  24611  21246  25096  29826  26946  23856  21100
#> [661]  18359  15017  17236  18718  16670  16169  14158  12378   9934  11275
#> [671]  13299  11725  10544   9329   8508   7325   8426   9835   9170   8353
#> [681]   7296   6548   5420   6547   8068   7309   6748   6193   5339   4495
#> [691]   5363   6424   5559   5032   4564   4012   3502   4085   5224   4778
#> [701]   4554   3796   3451   3112   3439   4662   5226   4616   4350   3808
#> [711]   3417   4288   5125   4578   4235   3747   3553   3268   4347   5308
#> [721]   5148   4973   4634   4134   3521   4339   6166   7828   7553   6815
#> [731]   6485   5719   7240   8618   8255   8414   7895   7615   7065   9204
#> [741]  11692  10965  10231   9389   8950   7053   8558  10497   9461   8769
#> [751]   8134   7970   6442   7780  10005   8235   7598   6576   6297   4968
#> [761]   5523   6807   5665   5449   4855   4401   3583   4271   5129   4549
#> [771]   4014   3678   3107   2665   3267   4321   3829   3576   3205   2893
#> [781]   2433   2912   3923   3534   3260   3037   2773   2431   2890   3938
#> [791]   3805   3616   3329   2902   2551   3448   4639   4386   3980   3505
#> [801]   3596   2748   3786   5325   5241   5195   4537   4216   3570   4631
#> [811]   6986   7111   6533   6094   6084   4743   5772   9073   8631   7802
#> [821]   6877   5741   4132   3694   4950   6605   8419   7718   6126   4287
#> 
#> $data$time
#>   [1] "2020-09-23" "2020-09-24" "2020-09-25" "2020-09-26" "2020-09-27"
#>   [6] "2020-09-28" "2020-09-29" "2020-09-30" "2020-10-01" "2020-10-02"
#>  [11] "2020-10-03" "2020-10-04" "2020-10-05" "2020-10-06" "2020-10-07"
#>  [16] "2020-10-08" "2020-10-09" "2020-10-10" "2020-10-11" "2020-10-12"
#>  [21] "2020-10-13" "2020-10-14" "2020-10-15" "2020-10-16" "2020-10-17"
#>  [26] "2020-10-18" "2020-10-19" "2020-10-20" "2020-10-21" "2020-10-22"
#>  [31] "2020-10-23" "2020-10-24" "2020-10-25" "2020-10-26" "2020-10-27"
#>  [36] "2020-10-28" "2020-10-29" "2020-10-30" "2020-10-31" "2020-11-01"
#>  [41] "2020-11-02" "2020-11-03" "2020-11-04" "2020-11-05" "2020-11-06"
#>  [46] "2020-11-07" "2020-11-08" "2020-11-09" "2020-11-10" "2020-11-11"
#>  [51] "2020-11-12" "2020-11-13" "2020-11-14" "2020-11-15" "2020-11-16"
#>  [56] "2020-11-17" "2020-11-18" "2020-11-19" "2020-11-20" "2020-11-21"
#>  [61] "2020-11-22" "2020-11-23" "2020-11-24" "2020-11-25" "2020-11-26"
#>  [66] "2020-11-27" "2020-11-28" "2020-11-29" "2020-11-30" "2020-12-01"
#>  [71] "2020-12-02" "2020-12-03" "2020-12-04" "2020-12-05" "2020-12-06"
#>  [76] "2020-12-07" "2020-12-08" "2020-12-09" "2020-12-10" "2020-12-11"
#>  [81] "2020-12-12" "2020-12-13" "2020-12-14" "2020-12-15" "2020-12-16"
#>  [86] "2020-12-17" "2020-12-18" "2020-12-19" "2020-12-20" "2020-12-21"
#>  [91] "2020-12-22" "2020-12-23" "2020-12-24" "2020-12-25" "2020-12-26"
#>  [96] "2020-12-27" "2020-12-28" "2020-12-29" "2020-12-30" "2020-12-31"
#> [101] "2021-01-01" "2021-01-02" "2021-01-03" "2021-01-04" "2021-01-05"
#> [106] "2021-01-06" "2021-01-07" "2021-01-08" "2021-01-09" "2021-01-10"
#> [111] "2021-01-11" "2021-01-12" "2021-01-13" "2021-01-14" "2021-01-15"
#> [116] "2021-01-16" "2021-01-17" "2021-01-18" "2021-01-19" "2021-01-20"
#> [121] "2021-01-21" "2021-01-22" "2021-01-23" "2021-01-24" "2021-01-25"
#> [126] "2021-01-26" "2021-01-27" "2021-01-28" "2021-01-29" "2021-01-30"
#> [131] "2021-01-31" "2021-02-01" "2021-02-02" "2021-02-03" "2021-02-04"
#> [136] "2021-02-05" "2021-02-06" "2021-02-07" "2021-02-08" "2021-02-09"
#> [141] "2021-02-10" "2021-02-11" "2021-02-12" "2021-02-13" "2021-02-14"
#> [146] "2021-02-15" "2021-02-16" "2021-02-17" "2021-02-18" "2021-02-19"
#> [151] "2021-02-20" "2021-02-21" "2021-02-22" "2021-02-23" "2021-02-24"
#> [156] "2021-02-25" "2021-02-26" "2021-02-27" "2021-02-28" "2021-03-01"
#> [161] "2021-03-02" "2021-03-03" "2021-03-04" "2021-03-05" "2021-03-06"
#> [166] "2021-03-07" "2021-03-08" "2021-03-09" "2021-03-10" "2021-03-11"
#> [171] "2021-03-12" "2021-03-13" "2021-03-14" "2021-03-15" "2021-03-16"
#> [176] "2021-03-17" "2021-03-18" "2021-03-19" "2021-03-20" "2021-03-21"
#> [181] "2021-03-22" "2021-03-23" "2021-03-24" "2021-03-25" "2021-03-26"
#> [186] "2021-03-27" "2021-03-28" "2021-03-29" "2021-03-30" "2021-03-31"
#> [191] "2021-04-01" "2021-04-02" "2021-04-03" "2021-04-04" "2021-04-05"
#> [196] "2021-04-06" "2021-04-07" "2021-04-08" "2021-04-09" "2021-04-10"
#> [201] "2021-04-11" "2021-04-12" "2021-04-13" "2021-04-14" "2021-04-15"
#> [206] "2021-04-16" "2021-04-17" "2021-04-18" "2021-04-19" "2021-04-20"
#> [211] "2021-04-21" "2021-04-22" "2021-04-23" "2021-04-24" "2021-04-25"
#> [216] "2021-04-26" "2021-04-27" "2021-04-28" "2021-04-29" "2021-04-30"
#> [221] "2021-05-01" "2021-05-02" "2021-05-03" "2021-05-04" "2021-05-05"
#> [226] "2021-05-06" "2021-05-07" "2021-05-08" "2021-05-09" "2021-05-10"
#> [231] "2021-05-11" "2021-05-12" "2021-05-13" "2021-05-14" "2021-05-15"
#> [236] "2021-05-16" "2021-05-17" "2021-05-18" "2021-05-19" "2021-05-20"
#> [241] "2021-05-21" "2021-05-22" "2021-05-23" "2021-05-24" "2021-05-25"
#> [246] "2021-05-26" "2021-05-27" "2021-05-28" "2021-05-29" "2021-05-30"
#> [251] "2021-05-31" "2021-06-01" "2021-06-02" "2021-06-03" "2021-06-04"
#> [256] "2021-06-05" "2021-06-06" "2021-06-07" "2021-06-08" "2021-06-09"
#> [261] "2021-06-10" "2021-06-11" "2021-06-12" "2021-06-13" "2021-06-14"
#> [266] "2021-06-15" "2021-06-16" "2021-06-17" "2021-06-18" "2021-06-19"
#> [271] "2021-06-20" "2021-06-21" "2021-06-22" "2021-06-23" "2021-06-24"
#> [276] "2021-06-25" "2021-06-26" "2021-06-27" "2021-06-28" "2021-06-29"
#> [281] "2021-06-30" "2021-07-01" "2021-07-02" "2021-07-03" "2021-07-04"
#> [286] "2021-07-05" "2021-07-06" "2021-07-07" "2021-07-08" "2021-07-09"
#> [291] "2021-07-10" "2021-07-11" "2021-07-12" "2021-07-13" "2021-07-14"
#> [296] "2021-07-15" "2021-07-16" "2021-07-17" "2021-07-18" "2021-07-19"
#> [301] "2021-07-20" "2021-07-21" "2021-07-22" "2021-07-23" "2021-07-24"
#> [306] "2021-07-25" "2021-07-26" "2021-07-27" "2021-07-28" "2021-07-29"
#> [311] "2021-07-30" "2021-07-31" "2021-08-01" "2021-08-02" "2021-08-03"
#> [316] "2021-08-04" "2021-08-05" "2021-08-06" "2021-08-07" "2021-08-08"
#> [321] "2021-08-09" "2021-08-10" "2021-08-11" "2021-08-12" "2021-08-13"
#> [326] "2021-08-14" "2021-08-15" "2021-08-16" "2021-08-17" "2021-08-18"
#> [331] "2021-08-19" "2021-08-20" "2021-08-21" "2021-08-22" "2021-08-23"
#> [336] "2021-08-24" "2021-08-25" "2021-08-26" "2021-08-27" "2021-08-28"
#> [341] "2021-08-29" "2021-08-30" "2021-08-31" "2021-09-01" "2021-09-02"
#> [346] "2021-09-03" "2021-09-04" "2021-09-05" "2021-09-06" "2021-09-07"
#> [351] "2021-09-08" "2021-09-09" "2021-09-10" "2021-09-11" "2021-09-12"
#> [356] "2021-09-13" "2021-09-14" "2021-09-15" "2021-09-16" "2021-09-17"
#> [361] "2021-09-18" "2021-09-19" "2021-09-20" "2021-09-21" "2021-09-22"
#> [366] "2021-09-23" "2021-09-24" "2021-09-25" "2021-09-26" "2021-09-27"
#> [371] "2021-09-28" "2021-09-29" "2021-09-30" "2021-10-01" "2021-10-02"
#> [376] "2021-10-03" "2021-10-04" "2021-10-05" "2021-10-06" "2021-10-07"
#> [381] "2021-10-08" "2021-10-09" "2021-10-10" "2021-10-11" "2021-10-12"
#> [386] "2021-10-13" "2021-10-14" "2021-10-15" "2021-10-16" "2021-10-17"
#> [391] "2021-10-18" "2021-10-19" "2021-10-20" "2021-10-21" "2021-10-22"
#> [396] "2021-10-23" "2021-10-24" "2021-10-25" "2021-10-26" "2021-10-27"
#> [401] "2021-10-28" "2021-10-29" "2021-10-30" "2021-10-31" "2021-11-01"
#> [406] "2021-11-02" "2021-11-03" "2021-11-04" "2021-11-05" "2021-11-06"
#> [411] "2021-11-07" "2021-11-08" "2021-11-09" "2021-11-10" "2021-11-11"
#> [416] "2021-11-12" "2021-11-13" "2021-11-14" "2021-11-15" "2021-11-16"
#> [421] "2021-11-17" "2021-11-18" "2021-11-19" "2021-11-20" "2021-11-21"
#> [426] "2021-11-22" "2021-11-23" "2021-11-24" "2021-11-25" "2021-11-26"
#> [431] "2021-11-27" "2021-11-28" "2021-11-29" "2021-11-30" "2021-12-01"
#> [436] "2021-12-02" "2021-12-03" "2021-12-04" "2021-12-05" "2021-12-06"
#> [441] "2021-12-07" "2021-12-08" "2021-12-09" "2021-12-10" "2021-12-11"
#> [446] "2021-12-12" "2021-12-13" "2021-12-14" "2021-12-15" "2021-12-16"
#> [451] "2021-12-17" "2021-12-18" "2021-12-19" "2021-12-20" "2021-12-21"
#> [456] "2021-12-22" "2021-12-23" "2021-12-24" "2021-12-25" "2021-12-26"
#> [461] "2021-12-27" "2021-12-28" "2021-12-29" "2021-12-30" "2021-12-31"
#> [466] "2022-01-01" "2022-01-02" "2022-01-03" "2022-01-04" "2022-01-05"
#> [471] "2022-01-06" "2022-01-07" "2022-01-08" "2022-01-09" "2022-01-10"
#> [476] "2022-01-11" "2022-01-12" "2022-01-13" "2022-01-14" "2022-01-15"
#> [481] "2022-01-16" "2022-01-17" "2022-01-18" "2022-01-19" "2022-01-20"
#> [486] "2022-01-21" "2022-01-22" "2022-01-23" "2022-01-24" "2022-01-25"
#> [491] "2022-01-26" "2022-01-27" "2022-01-28" "2022-01-29" "2022-01-30"
#> [496] "2022-01-31" "2022-02-01" "2022-02-02" "2022-02-03" "2022-02-04"
#> [501] "2022-02-05" "2022-02-06" "2022-02-07" "2022-02-08" "2022-02-09"
#> [506] "2022-02-10" "2022-02-11" "2022-02-12" "2022-02-13" "2022-02-14"
#> [511] "2022-02-15" "2022-02-16" "2022-02-17" "2022-02-18" "2022-02-19"
#> [516] "2022-02-20" "2022-02-21" "2022-02-22" "2022-02-23" "2022-02-24"
#> [521] "2022-02-25" "2022-02-26" "2022-02-27" "2022-02-28" "2022-03-01"
#> [526] "2022-03-02" "2022-03-03" "2022-03-04" "2022-03-05" "2022-03-06"
#> [531] "2022-03-07" "2022-03-08" "2022-03-09" "2022-03-10" "2022-03-11"
#> [536] "2022-03-12" "2022-03-13" "2022-03-14" "2022-03-15" "2022-03-16"
#> [541] "2022-03-17" "2022-03-18" "2022-03-19" "2022-03-20" "2022-03-21"
#> [546] "2022-03-22" "2022-03-23" "2022-03-24" "2022-03-25" "2022-03-26"
#> [551] "2022-03-27" "2022-03-28" "2022-03-29" "2022-03-30" "2022-03-31"
#> [556] "2022-04-01" "2022-04-02" "2022-04-03" "2022-04-04" "2022-04-05"
#> [561] "2022-04-06" "2022-04-07" "2022-04-08" "2022-04-09" "2022-04-10"
#> [566] "2022-04-11" "2022-04-12" "2022-04-13" "2022-04-14" "2022-04-15"
#> [571] "2022-04-16" "2022-04-17" "2022-04-18" "2022-04-19" "2022-04-20"
#> [576] "2022-04-21" "2022-04-22" "2022-04-23" "2022-04-24" "2022-04-25"
#> [581] "2022-04-26" "2022-04-27" "2022-04-28" "2022-04-29" "2022-04-30"
#> [586] "2022-05-01" "2022-05-02" "2022-05-03" "2022-05-04" "2022-05-05"
#> [591] "2022-05-06" "2022-05-07" "2022-05-08" "2022-05-09" "2022-05-10"
#> [596] "2022-05-11" "2022-05-12" "2022-05-13" "2022-05-14" "2022-05-15"
#> [601] "2022-05-16" "2022-05-17" "2022-05-18" "2022-05-19" "2022-05-20"
#> [606] "2022-05-21" "2022-05-22" "2022-05-23" "2022-05-24" "2022-05-25"
#> [611] "2022-05-26" "2022-05-27" "2022-05-28" "2022-05-29" "2022-05-30"
#> [616] "2022-05-31" "2022-06-01" "2022-06-02" "2022-06-03" "2022-06-04"
#> [621] "2022-06-05" "2022-06-06" "2022-06-07" "2022-06-08" "2022-06-09"
#> [626] "2022-06-10" "2022-06-11" "2022-06-12" "2022-06-13" "2022-06-14"
#> [631] "2022-06-15" "2022-06-16" "2022-06-17" "2022-06-18" "2022-06-19"
#> [636] "2022-06-20" "2022-06-21" "2022-06-22" "2022-06-23" "2022-06-24"
#> [641] "2022-06-25" "2022-06-26" "2022-06-27" "2022-06-28" "2022-06-29"
#> [646] "2022-06-30" "2022-07-01" "2022-07-02" "2022-07-03" "2022-07-04"
#> [651] "2022-07-05" "2022-07-06" "2022-07-07" "2022-07-08" "2022-07-09"
#> [656] "2022-07-10" "2022-07-11" "2022-07-12" "2022-07-13" "2022-07-14"
#> [661] "2022-07-15" "2022-07-16" "2022-07-17" "2022-07-18" "2022-07-19"
#> [666] "2022-07-20" "2022-07-21" "2022-07-22" "2022-07-23" "2022-07-24"
#> [671] "2022-07-25" "2022-07-26" "2022-07-27" "2022-07-28" "2022-07-29"
#> [676] "2022-07-30" "2022-07-31" "2022-08-01" "2022-08-02" "2022-08-03"
#> [681] "2022-08-04" "2022-08-05" "2022-08-06" "2022-08-07" "2022-08-08"
#> [686] "2022-08-09" "2022-08-10" "2022-08-11" "2022-08-12" "2022-08-13"
#> [691] "2022-08-14" "2022-08-15" "2022-08-16" "2022-08-17" "2022-08-18"
#> [696] "2022-08-19" "2022-08-20" "2022-08-21" "2022-08-22" "2022-08-23"
#> [701] "2022-08-24" "2022-08-25" "2022-08-26" "2022-08-27" "2022-08-28"
#> [706] "2022-08-29" "2022-08-30" "2022-08-31" "2022-09-01" "2022-09-02"
#> [711] "2022-09-03" "2022-09-04" "2022-09-05" "2022-09-06" "2022-09-07"
#> [716] "2022-09-08" "2022-09-09" "2022-09-10" "2022-09-11" "2022-09-12"
#> [721] "2022-09-13" "2022-09-14" "2022-09-15" "2022-09-16" "2022-09-17"
#> [726] "2022-09-18" "2022-09-19" "2022-09-20" "2022-09-21" "2022-09-22"
#> [731] "2022-09-23" "2022-09-24" "2022-09-25" "2022-09-26" "2022-09-27"
#> [736] "2022-09-28" "2022-09-29" "2022-09-30" "2022-10-01" "2022-10-02"
#> [741] "2022-10-03" "2022-10-04" "2022-10-05" "2022-10-06" "2022-10-07"
#> [746] "2022-10-08" "2022-10-09" "2022-10-10" "2022-10-11" "2022-10-12"
#> [751] "2022-10-13" "2022-10-14" "2022-10-15" "2022-10-16" "2022-10-17"
#> [756] "2022-10-18" "2022-10-19" "2022-10-20" "2022-10-21" "2022-10-22"
#> [761] "2022-10-23" "2022-10-24" "2022-10-25" "2022-10-26" "2022-10-27"
#> [766] "2022-10-28" "2022-10-29" "2022-10-30" "2022-10-31" "2022-11-01"
#> [771] "2022-11-02" "2022-11-03" "2022-11-04" "2022-11-05" "2022-11-06"
#> [776] "2022-11-07" "2022-11-08" "2022-11-09" "2022-11-10" "2022-11-11"
#> [781] "2022-11-12" "2022-11-13" "2022-11-14" "2022-11-15" "2022-11-16"
#> [786] "2022-11-17" "2022-11-18" "2022-11-19" "2022-11-20" "2022-11-21"
#> [791] "2022-11-22" "2022-11-23" "2022-11-24" "2022-11-25" "2022-11-26"
#> [796] "2022-11-27" "2022-11-28" "2022-11-29" "2022-11-30" "2022-12-01"
#> [801] "2022-12-02" "2022-12-03" "2022-12-04" "2022-12-05" "2022-12-06"
#> [806] "2022-12-07" "2022-12-08" "2022-12-09" "2022-12-10" "2022-12-11"
#> [811] "2022-12-12" "2022-12-13" "2022-12-14" "2022-12-15" "2022-12-16"
#> [816] "2022-12-17" "2022-12-18" "2022-12-19" "2022-12-20" "2022-12-21"
#> [821] "2022-12-22" "2022-12-23" "2022-12-24" "2022-12-25" "2022-12-26"
#> [826] "2022-12-27" "2022-12-28" "2022-12-29" "2022-12-30" "2022-12-31"
#> 
#> $data$component_pathogens
#>      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> [1,]    0    0    0    0    0    0    0    0    0     0     0     0     0     0
#> [2,]    0    0    0    0    0    0    0    0    0     0     0     0     0     0
#> [3,]    0    0    0    0    0    0    0    0    0     0     0     0     0     0
#> [4,]   10    7    9   15    5    6   23   54   32    15    23     8    35    39
#>      [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26]
#> [1,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [4,]    45    25    18    12    25    47    34    18    11    23    24    33
#>      [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38]
#> [1,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [4,]    47    55    46    21     7     8     9    10     3     3     4     1
#>      [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,]     0     3     1     0     0     0     0     1     2     0     0     1
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [4,]     3    22    25     7     6    14    32    14    10    21    25    18
#>      [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62]
#> [1,]     0     0     0     2     4     1     1     3     3     3     2     4
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [4,]    20    25    26    10    38    14     4    13    11     8    14    14
#>      [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74]
#> [1,]     6    14     4     4     7     6     3     4     8     0     1     0
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [4,]    14     7     6    10     6    15    11    14     4     1     0     0
#>      [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86]
#> [1,]     0    18    16    12    12    14     7    10    27    63    57    64
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [4,]     5     5    11    11     7     7     5     5    38    34    52    46
#>      [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98]
#> [1,]    47    17    30    52    65    69     0     0     1    48    60   111
#> [2,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [3,]     0     0     0     0     0     0     0     0     0     0     0     0
#> [4,]    34    21    16    29    32    29     0     0     0    27    21    41
#>      [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108]
#> [1,]    68     15      0     35     50    125     93     67     50     55
#> [2,]     0      0      0      0      0      0      0      0      0      0
#> [3,]     0      0      0      0      0      0      0      0      0      0
#> [4,]    13     14      0     22     18     39     28     21      9     15
#>      [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118]
#> [1,]     40     48     81     75     70     38     46     43     45     67
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]     11     17     10     18     18      4      2     12      4      7
#>      [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128]
#> [1,]     54     53     39     34     29     17     19     51     53     44
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      4     17      2      6      5      4      6      1      4      4
#>      [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138]
#> [1,]     39     22     47     36     26     24     31     18     29      2
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      5      3      5      4      0      1      1      0      1      0
#>      [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148]
#> [1,]     33     25     29     23     20     10      8     22     26     17
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      1      2      1      1      0      2      1      0      0
#>      [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158]
#> [1,]      6      5      6      8     13     16     13     11     10      7
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      1      0      1      0      0      1      0
#>      [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168]
#> [1,]     11     10     14     15     11      4      9      6     13      6
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      1      2      0      3      0      0      1      0      0      0
#>      [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178]
#> [1,]     11     10     15     12      8     20      6      6     12      4
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      1      0      0      0      0      0      2      0      0      0
#>      [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188]
#> [1,]      7      8     11      8      8     13      4      8      8     10
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      1      0      0      0      0      0      0      1      0      1
#>      [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198]
#> [1,]     11      9      8      5      3      0      5      7      8      2
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,199] [,200] [,201] [,202] [,203] [,204] [,205] [,206] [,207] [,208]
#> [1,]      5      6     10      8      4      5      6      3      0      1
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,209] [,210] [,211] [,212] [,213] [,214] [,215] [,216] [,217] [,218]
#> [1,]      5      7      3      2      3      3      1      3      4      2
#> [2,]      0      0      0      0      0      0      0      0      0      1
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      1      0      0      0      0      0      0      0
#>      [,219] [,220] [,221] [,222] [,223] [,224] [,225] [,226] [,227] [,228]
#> [1,]      2      5      3      0      5      1      0      1      2      2
#> [2,]      0      0      0      0      0      0      0      0      0      1
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,229] [,230] [,231] [,232] [,233] [,234] [,235] [,236] [,237] [,238]
#> [1,]      0      1      2      3      2      2      0      0      4      1
#> [2,]      0      0      0      0      0      0      0      0      0     10
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,239] [,240] [,241] [,242] [,243] [,244] [,245] [,246] [,247] [,248]
#> [1,]      2      1      0      0      2      0      2      2      2      1
#> [2,]      0      0      4      2      1      4      3      3      0      1
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,249] [,250] [,251] [,252] [,253] [,254] [,255] [,256] [,257] [,258]
#> [1,]      0      1      0      4      0      2      2      0      0      0
#> [2,]     10      2      3      7      6      2     10      6      3      6
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      1      0      0      0      0      0      0
#>      [,259] [,260] [,261] [,262] [,263] [,264] [,265] [,266] [,267] [,268]
#> [1,]      0      1      2      1      1      0      2      1      1      0
#> [2,]     13      8      6      6     10      6     20      9      7      9
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,269] [,270] [,271] [,272] [,273] [,274] [,275] [,276] [,277] [,278]
#> [1,]      1      0      0      0      2      0      2      0      0      1
#> [2,]     18     16      6     22     21     26     26     22     24     24
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      1      0      1      0      0      0      0
#>      [,279] [,280] [,281] [,282] [,283] [,284] [,285] [,286] [,287] [,288]
#> [1,]      0      1      0      1      1      0      1      0      0      0
#> [2,]     37     29     40     30     39     21     23     55     61     83
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,289] [,290] [,291] [,292] [,293] [,294] [,295] [,296] [,297] [,298]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]     61     63     55     42     73     80     66     94     60     58
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,299] [,300] [,301] [,302] [,303] [,304] [,305] [,306] [,307] [,308]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]     79    111    106    111     94    106     70     55     42     28
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      1      0
#>      [,309] [,310] [,311] [,312] [,313] [,314] [,315] [,316] [,317] [,318]
#> [1,]      0      0      0      0      0      0      0      1      0      0
#> [2,]     37     54     70     49     49     66     85     70     94     56
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,319] [,320] [,321] [,322] [,323] [,324] [,325] [,326] [,327] [,328]
#> [1,]      0      0      0      0      1      0      0      0      0      0
#> [2,]     40     39     48     64     86     71     64     49     56     70
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,329] [,330] [,331] [,332] [,333] [,334] [,335] [,336] [,337] [,338]
#> [1,]      1      0      0      0      0      1      0      0      0      0
#> [2,]     97     86     49     58     74     65     68     92     80     73
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,339] [,340] [,341] [,342] [,343] [,344] [,345] [,346] [,347] [,348]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]     66     58     53     48    106     82     83     72     73     58
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,349] [,350] [,351] [,352] [,353] [,354] [,355] [,356] [,357] [,358]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]     74     93    107    101     74     66     50     99     86     75
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,359] [,360] [,361] [,362] [,363] [,364] [,365] [,366] [,367] [,368]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]     78     69     70     77     76     88     98    103     96    103
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,369] [,370] [,371] [,372] [,373] [,374] [,375] [,376] [,377] [,378]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]     93    102    119    113    100    104    111    118    127    112
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,379] [,380] [,381] [,382] [,383] [,384] [,385] [,386] [,387] [,388]
#> [1,]      0      0      0      0      0      0      0      0      1      0
#> [2,]    143    122    134    141     87    103    124    161    145    151
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,389] [,390] [,391] [,392] [,393] [,394] [,395] [,396] [,397] [,398]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]    178    156    188    155    179    159    126    141    173    161
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,399] [,400] [,401] [,402] [,403] [,404] [,405] [,406] [,407] [,408]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]    161    184    147    110     94    149    122    150    148    148
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,409] [,410] [,411] [,412] [,413] [,414] [,415] [,416] [,417] [,418]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]    116     94    119    113    124    126    110     95    105     96
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,419] [,420] [,421] [,422] [,423] [,424] [,425] [,426] [,427] [,428]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]    131    166    123     93    116    106    119    119    147    150
#> [3,]      0      0      0      0      0      0      0      0      0      0
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,429] [,430] [,431] [,432] [,433] [,434] [,435] [,436] [,437] [,438]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]    128     93    111     97    122    146    125    136    117    121
#> [3,]      0      0      0      0      2      0      0      0      1      2
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,439] [,440] [,441] [,442] [,443] [,444] [,445] [,446] [,447] [,448]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]    108     95    137    106    123     85     81     84     95    117
#> [3,]      5      6     10     16      7     15     15     26     64     88
#> [4,]      0      0      0      0      0      0      0      0      0      2
#>      [,449] [,450] [,451] [,452] [,453] [,454] [,455] [,456] [,457] [,458]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]    133    111     94     72     70    122    112     87     55      0
#> [3,]    124    111    138    150    164    256    331    283    220      0
#> [4,]      0      0      0      0      0      0      1      0      0      0
#>      [,459] [,460] [,461] [,462] [,463] [,464] [,465] [,466] [,467] [,468]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0     38     37     28     29     15      0     12     15
#> [3,]      0      4    335    510    525    520    322      2    410    573
#> [4,]      0      0      1      0      0      0      0      0      0      0
#>      [,469] [,470] [,471] [,472] [,473] [,474] [,475] [,476] [,477] [,478]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]     22     13     10      6      5     13      7      7      5      2
#> [3,]    594    579    570    495    410    421    436    500    469    334
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,479] [,480] [,481] [,482] [,483] [,484] [,485] [,486] [,487] [,488]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      3      7      3      4      3      2      1      2      1      0
#> [3,]    337    348    341    411    452    329    258    321    327    295
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,489] [,490] [,491] [,492] [,493] [,494] [,495] [,496] [,497] [,498]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      1      2      0      0      2      0      2      1      0      1
#> [3,]    408    450    425    352    303    356    388    475    517    501
#> [4,]      0      0      0      0      0      0      0      1      0      0
#>      [,499] [,500] [,501] [,502] [,503] [,504] [,505] [,506] [,507] [,508]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      1      0      0      0      2      0      1      0
#> [3,]    398    372    319    359    423    400    417    346    281    316
#> [4,]      1      0      0      0      0      0      0      0      0      0
#>      [,509] [,510] [,511] [,512] [,513] [,514] [,515] [,516] [,517] [,518]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      1      0      0      0      0      0      0      0      1
#> [3,]    255    282    329    308    275    201    226    269    265    272
#> [4,]      0      0      2      0      0      0      0      0      0      3
#>      [,519] [,520] [,521] [,522] [,523] [,524] [,525] [,526] [,527] [,528]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    274    253    229    237    280    283    289    254    233    262
#> [4,]      1      1      0      0      0      1      0      0      0      0
#>      [,529] [,530] [,531] [,532] [,533] [,534] [,535] [,536] [,537] [,538]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      2      0      0      0      0      0      0      0      0
#> [3,]    300    282    380    385    430    451    435    420    522    563
#> [4,]      0      0      1      0      3      2      2      1      5      3
#>      [,539] [,540] [,541] [,542] [,543] [,544] [,545] [,546] [,547] [,548]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      1      0
#> [3,]    649    614    463    427    394    507    702    752    718    725
#> [4,]      3      7      3      0      4      7      6      3      5      2
#>      [,549] [,550] [,551] [,552] [,553] [,554] [,555] [,556] [,557] [,558]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    590    662    560    831    860    811    673    489    474    479
#> [4,]      5      9      6      9      6     11      3      4      3      4
#>      [,559] [,560] [,561] [,562] [,563] [,564] [,565] [,566] [,567] [,568]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    639    648    558    458    351    294    399    578    588    585
#> [4,]      6      4      6      2      2      4      1      3      4      3
#>      [,569] [,570] [,571] [,572] [,573] [,574] [,575] [,576] [,577] [,578]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    480    367    239      3    355    413    432    370    314    276
#> [4,]      4      0      1      0      4      6      4      1      9      2
#>      [,579] [,580] [,581] [,582] [,583] [,584] [,585] [,586] [,587] [,588]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    204    252    285    196    183    152    133    101    157    166
#> [4,]      2      0      1      0      1      0      0      2      4      1
#>      [,589] [,590] [,591] [,592] [,593] [,594] [,595] [,596] [,597] [,598]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    173    176    109    109    108    145    158    167    127     99
#> [4,]      0      0      2      2      3      1      4      0      0      7
#>      [,599] [,600] [,601] [,602] [,603] [,604] [,605] [,606] [,607] [,608]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    101     88    139    131    154    150    106     78     83    110
#> [4,]      0      0      1      3      1      0      1      1      1      0
#>      [,609] [,610] [,611] [,612] [,613] [,614] [,615] [,616] [,617] [,618]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    118    113     99     85     81     69    115    123    111     84
#> [4,]      0      0      1      0      1      1      0      0      3      0
#>      [,619] [,620] [,621] [,622] [,623] [,624] [,625] [,626] [,627] [,628]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]      1    116    103    171    206    190    170    192    119    121
#> [4,]      0      0      0      1      1      2      0      0      0      0
#>      [,629] [,630] [,631] [,632] [,633] [,634] [,635] [,636] [,637] [,638]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    225    187    229    162    156    156    162    253    284    271
#> [4,]      0      2      0      0      0      1      0      1      1      0
#>      [,639] [,640] [,641] [,642] [,643] [,644] [,645] [,646] [,647] [,648]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    245    256    208    228    330    322    325    297    270    229
#> [4,]      0      0      1      0      0      1      0      2      0      0
#>      [,649] [,650] [,651] [,652] [,653] [,654] [,655] [,656] [,657] [,658]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    230    283    299    321    297    241    173    155    291    325
#> [4,]      0      0      0      0      0      1      1      0      0      0
#>      [,659] [,660] [,661] [,662] [,663] [,664] [,665] [,666] [,667] [,668]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    283    312    268    226    151    287    334    373    348    336
#> [4,]      2      0      0      1      1      1      0      1      0      0
#>      [,669] [,670] [,671] [,672] [,673] [,674] [,675] [,676] [,677] [,678]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    180    167    427    340    311    262    181    113     92    201
#> [4,]      0      0      4      1      0      0      2      0      0      0
#>      [,679] [,680] [,681] [,682] [,683] [,684] [,685] [,686] [,687] [,688]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    138    101    118     97     49     27    171    112     69     95
#> [4,]      0      0      0      1      0      0      0      0      0      0
#>      [,689] [,690] [,691] [,692] [,693] [,694] [,695] [,696] [,697] [,698]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]     94     58     43    180    103    105     88     92     63     43
#> [4,]      0      0      0      0      0      0      0      0      2      0
#>      [,699] [,700] [,701] [,702] [,703] [,704] [,705] [,706] [,707] [,708]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    162    116    105     64     75     31     23     72    114     42
#> [4,]      0      0      0      0      0      0      0      0      1      1
#>      [,709] [,710] [,711] [,712] [,713] [,714] [,715] [,716] [,717] [,718]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    179     95     59     50    187    125     55     30     38     55
#> [4,]      0      0      0      0      0      0      0      0      0      0
#>      [,719] [,720] [,721] [,722] [,723] [,724] [,725] [,726] [,727] [,728]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]     55    182     95    114    119    106     69     22     57    228
#> [4,]      0      0      1      0      3      1      1      0      0      0
#>      [,729] [,730] [,731] [,732] [,733] [,734] [,735] [,736] [,737] [,738]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    179    179    138     83     92    227    167    180    175    102
#> [4,]      0      0      0      1      1      4      2      0      0      0
#>      [,739] [,740] [,741] [,742] [,743] [,744] [,745] [,746] [,747] [,748]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]     61     95    274    237    262    301    246    126     90    369
#> [4,]      1      2      2      1      0      2      1      0      2      2
#>      [,749] [,750] [,751] [,752] [,753] [,754] [,755] [,756] [,757] [,758]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    257    188    118    259    102    101    398    242    162     65
#> [4,]      1      1      2      3      1      4     12      9      7      2
#>      [,759] [,760] [,761] [,762] [,763] [,764] [,765] [,766] [,767] [,768]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    247    105     56    207     78    254    170    177     70     68
#> [4,]      8      2      0      2      1      5      2      5      2      1
#>      [,769] [,770] [,771] [,772] [,773] [,774] [,775] [,776] [,777] [,778]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    177    124    121    119    126     51     65    135    110     96
#> [4,]      6      5      4      5      2      2      2      6      2      4
#>      [,779] [,780] [,781] [,782] [,783] [,784] [,785] [,786] [,787] [,788]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    103     98     55     42    119     75     64     72     64     54
#> [4,]      3      1      2      2      7      5      5      5      3      0
#>      [,789] [,790] [,791] [,792] [,793] [,794] [,795] [,796] [,797] [,798]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]     54    115    110     85     81     65     69     59    232    109
#> [4,]      6     10      8      8      8      4      5      2     16      3
#>      [,799] [,800] [,801] [,802] [,803] [,804] [,805] [,806] [,807] [,808]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]     77     65    150     70     63    218    216    187    153     92
#> [4,]      4      8      9      9      7     13     14     11      6     11
#>      [,809] [,810] [,811] [,812] [,813] [,814] [,815] [,816] [,817] [,818]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    116    100    322    170     98    125    329    159    124    516
#> [4,]     17      8     32     16     10     13     39     13     12     39
#>      [,819] [,820] [,821] [,822] [,823] [,824] [,825] [,826] [,827] [,828]
#> [1,]      0      0      0      0      0      0      0      0      0      0
#> [2,]      0      0      0      0      0      0      0      0      0      0
#> [3,]    401    300    165     73     22      7     21    165    451    396
#> [4,]     36     25     33      5      0      0      3     21     42     41
#>      [,829] [,830]
#> [1,]      0      0
#> [2,]      0      0
#> [3,]    232     78
#> [4,]     29      3
#> 
#> 
#> $model_params
#> $model_params$cov_structure
#> [1] 1
#> 
#> $model_params$noise_structure
#> [1] 0
#> 
#> 
#> attr(,"class")
#> [1] "EpiStrainDynamics.pathogen_structure"
#> [2] "list"