X-Git-Url: https://git.nmode.ca/Rnaught/blobdiff_plain/412a488bf6a6cfe6fa03a0912aa2ab0b58ba7c77..80624375941bebfd3629f3972555e5a63ba66ec1:/R/WP_unknown.R?ds=sidebyside diff --git a/R/WP_unknown.R b/R/WP_unknown.R index 569a880..f339836 100644 --- a/R/WP_unknown.R +++ b/R/WP_unknown.R @@ -1,6 +1,3 @@ -source("computeLL.R") -source("WP_known.R") - #' WP method background function WP_unknown #' #' This is a background/internal function called by \code{WP}. It computes the maximum likelihood estimator @@ -8,11 +5,11 @@ source("WP_known.R") #' The function then implements a simple grid search algorithm to obtain the maximum likelihood estimator #' of R0 as well as the gamma parameters. #' -#' @param NT vector of case counts -#' @param B length of grid for shape and scale (grid search parameter) -#' @param shape.max maximum shape value (grid search parameter) -#' @param scale.max maximum scale value (grid search parameter) -#' @param tol cutoff value for cumulative distribution function of the serial distribution, defaults to 0.999 +#' @param NT Vector of case counts. +#' @param B Length of grid for shape and scale (grid search parameter). +#' @param shape.max Maximum shape value (grid \code{search} parameter). +#' @param scale.max Maximum scale value (grid \code{search} parameter). +#' @param tol cutoff value for cumulative distribution function of the serial distribution (defaults to 0.999). #' #' @return The function returns \code{Rhat}, the maximum likelihood estimator of R0, as well as the maximum #' likelihood estimator of the discretized serial distribution given by \code{p} (the probability mass @@ -20,10 +17,12 @@ source("WP_known.R") #' The function also returns \code{resLL} (all values of the log-likelihood) at \code{shape} (grid for #' shape parameter) and at \code{scale} (grid for scale parameter), as well as \code{resR0} (the full #' vector of maximum likelihood estimators), \code{JJ} (the locations for the likelihood for these), and -#' \code{J0} (the location for the maximum likelihood estimator \code{Rhat}). If \code{JJ} and \code{J0} -#' are not the same, this means that the maximum likelihood estimator is not unique. +#' \code{J0} (the location for the maximum likelihood estimator \code{Rhat}). If \code{JJ} and \code{J0} +#' are not the same, this means that the maximum likelihood estimator is not unique. +#' +#' @importFrom stats pgamma qgamma #' -#' @export +#' @keywords internal WP_unknown <- function(NT, B=100, shape.max=10, scale.max=10, tol=0.999) { shape <- seq(0, shape.max, length.out=B+1) scale <- seq(0, scale.max, length.out=B+1)