Skip to contents

This function computes the number of secondary infections caused by each individual from outbreaker2 MCMC chains. For each MCMC iteration, it counts how many times each individual appears as an infector (alpha parameter).

Usage

get_Ri(out)

Arguments

out

An object of class outbreaker_chains

Value

A data frame where:

  • Each row represents an MCMC iteration

  • Each column represents an individual (named by their identifier)

  • Values represent the reproduction number (Ri) for that individual in that iteration

Examples

out_id <- identify(out, ids = linelist$name)
Ri <- get_Ri(out_id)
str(Ri)
#> 'data.frame':	201 obs. of  30 variables:
#>  $ Natashia    : int  1 1 1 1 1 1 1 1 1 1 ...
#>  $ Yesenia     : int  1 1 1 1 1 1 1 1 1 1 ...
#>  $ Abdul Kareem: int  1 1 1 1 1 1 1 1 1 1 ...
#>  $ Logan       : int  8 3 2 3 3 2 2 2 2 2 ...
#>  $ Emily       : int  5 4 3 2 4 3 3 2 3 3 ...
#>  $ Shelby      : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Robert      : int  0 2 3 2 2 3 3 3 3 3 ...
#>  $ Sahla       : int  0 1 2 3 1 2 2 3 2 2 ...
#>  $ Tuhfa       : int  2 3 3 3 3 3 3 3 3 3 ...
#>  $ Avenito     : int  2 3 3 3 3 3 3 3 3 3 ...
#>  $ Cyril       : int  2 2 2 2 2 2 2 2 2 2 ...
#>  $ Demarco     : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Kaitlyn     : int  4 4 4 4 4 4 4 4 4 4 ...
#>  $ Vanessa     : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Dania       : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Shendell    : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Michael     : int  1 1 1 1 1 2 2 2 2 2 ...
#>  $ Dominique   : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Laaiqa      : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Cruzelia    : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Zaid        : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Micah       : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Christian   : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Stephanie   : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Kavita      : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Travis      : int  0 1 1 1 1 0 0 0 0 0 ...
#>  $ Jacob       : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Lianne      : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Mariah      : int  0 0 0 0 0 0 0 0 0 0 ...
#>  $ Rabi        : int  0 0 0 0 0 0 0 0 0 0 ...