X-Git-Url: https://git.nmode.ca/Rnaught/blobdiff_plain/e5e312d01bccbabbb21e69d269ccf0d947e5abdb..HEAD:/R/wp.R diff --git a/R/wp.R b/R/wp.R index 674a723..fbb6ad7 100644 --- a/R/wp.R +++ b/R/wp.R @@ -37,14 +37,15 @@ #' #' @param cases Vector of case counts. The vector must be of length at least two #' and only contain positive integers. -#' @param mu Mean of the serial distribution. This must be a positive number or -#' `NA`. If a number is specified, the value should match the case counts in -#' time units. For example, if case counts are weekly and the serial -#' distribution has a mean of seven days, then `mu` should be set to `1`. If -#' case counts are daily and the serial distribution has a mean of seven days, -#' then `mu` should be set to `7`. +#' @param mu Mean of the serial distribution (defaults to `NA`). This must be a +#' positive number or `NA`. If a number is specified, the value should match +#' the case counts in time units. For example, if case counts are weekly and +#' the serial distribution has a mean of seven days, then `mu` should be set +#' to `1`. If case counts are daily and the serial distribution has a mean of +#' seven days, then `mu` should be set to `7`. #' @param serial Whether to return the estimated serial distribution in addition -#' to the estimate of R0. This must be a value identical to `TRUE` or `FALSE`. +#' to the estimate of R0 (defaults to `FALSE`). This must be a value identical +#' to `TRUE` or `FALSE`. #' @param grid_length The length of the grid in the grid search (defaults to #' 100). This must be a positive integer. It will only be used if `mu` is set #' to `NA`. The grid search will go through all combinations of the shape and @@ -71,9 +72,11 @@ #' Otherwise, if `serial` is identical to `FALSE`, only the estimate of R0 is #' returned. #' -#' @references -#' [White and Pagano (Statistics in Medicine, 2008)]( -#' https://doi.org/10.1002/sim.3136) +#' @references [White and Pagano (Statistics in Medicine, 2008)]( +#' https://doi.org/10.1002/sim.3136) +#' +#' @seealso `vignette("wp_serial", package="Rnaught")` for examples of using the +#' serial distribution. #' #' @importFrom stats pgamma qgamma #' @@ -108,12 +111,45 @@ #' estimate$pmf wp <- function(cases, mu = NA, serial = FALSE, grid_length = 100, max_shape = 10, max_scale = 10) { - if (is.na(mu)) { + validate_cases(cases, min_length = 2, min_count = 1) + if (!identical(serial, TRUE) && !identical(serial, FALSE)) { + stop( + paste("The serial distribution flag (`serial`) must be set to", + "`TRUE` or `FALSE`." + ), call. = FALSE + ) + } + + if (identical(mu, NA)) { + if (!is_integer(grid_length) || grid_length < 1) { + stop("The grid length must be a positive integer.", call. = FALSE) + } + if (!is_real(max_shape) || max_shape <= 0) { + stop( + paste("The largest value of the shape parameter (`max_shape`)", + "must be a positive number." + ), call. = FALSE + ) + } + if (!is_real(max_scale) || max_scale <= 0) { + stop( + paste("The largest value of the scale parameter (`max_scale`)", + "must be a positive number." + ), call. = FALSE + ) + } + search <- wp_search(cases, grid_length, max_shape, max_scale) r0 <- search$r0 serial_supp <- search$supp serial_pmf <- search$pmf } else { + if (!is_real(mu) || mu <= 0) { + stop("The serial interval (`mu`) must be a positive number or `NA`.", + call. = FALSE + ) + } + max_range <- ceiling(qgamma(0.999, shape = 1, scale = mu)) serial_supp <- seq_len(max_range) serial_pmf <- diff(pgamma(0:max_range, shape = 1, scale = mu)) @@ -149,9 +185,8 @@ wp <- function(cases, mu = NA, serial = FALSE, #' * `pmf` - the probability mass function of the estimated serial #' distribution #' -#' @references -#' [White and Pagano (Statistics in Medicine, 2008)]( -#' https://doi.org/10.1002/sim.3136) +#' @references [White and Pagano (Statistics in Medicine, 2008)]( +#' https://doi.org/10.1002/sim.3136) #' #' @seealso [wp()] for the function in which this grid search is called. #' @@ -204,9 +239,8 @@ wp_search <- function(cases, grid_length, max_shape, max_scale) { #' #' @return The sum inside the function `mu(t)` of the log likelihood. #' -#' @references -#' [White and Pagano (Statistics in Medicine, 2008)]( -#' https://doi.org/10.1002/sim.3136) +#' @references [White and Pagano (Statistics in Medicine, 2008)]( +#' https://doi.org/10.1002/sim.3136) #' #' @seealso [wp()] and [wp_search()] for the functions which require this sum. #'