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#' Calculate summary statistics of per capita rates
#'
#' Calculates the summary statistics of per capita rates throught an ontogeny
#' simulation
#'
#' @inheritParams default_params_doc
#' @author Pedro Neves
#' @noRd
#' @return A named list with mean and median values of specified parameters
DAISIE_calc_sumstats_pcrates <- function(
pars,
total_time,
area_pars,
hyper_pars,
island_ontogeny = 1,
sea_level = 0,
extcutoff = 100,
mainland_n = 1000,
resol = 100
) {
peak <- calc_peak(total_time = total_time,
area_pars = area_pars)
testit::assert(pars > 0)
testit::assert(resol > 0)
testit::assert(are_area_pars(area_pars))
testit::assert(length(pars) == 5)
testit::assert(total_time > 0)
testit::assert(mainland_n > 0)
lac <- pars[1]
mu <- pars[2]
K <- pars[3]
gam <- pars[4]
# Initialize time vector given resolution and total_time
res <- 1 / resol
time_vector <- seq(0, total_time, by = res)
A_vector <- sapply(
X = time_vector,
FUN = island_area,
total_time = total_time,
area_pars = area_pars,
peak = peak,
island_ontogeny = island_ontogeny,
sea_level = sea_level
)
# Calculate rate vectors
clado_rates <- sapply(
X = A_vector,
FUN = get_clado_rate,
lac = lac,
hyper_pars = hyper_pars,
num_spec = 1,
K = K
)
ext_rates <- sapply(
X = A_vector,
FUN = get_ext_rate,
extcutoff = extcutoff,
mu = mu,
hyper_pars = hyper_pars,
num_spec = 1
)
immig_rates <- sapply(
X = A_vector,
FUN = get_immig_rate,
gam = gam,
num_spec = 1,
mainland_n = mainland_n,
K = K
)
# Calculate summary statistics
mean_lambda_c <- mean(clado_rates)
med_lambda_c <- stats::median(clado_rates)
mean_mu <- mean(ext_rates)
med_mu <- stats::median(ext_rates)
mean_gamma <- mean(immig_rates)
med_gamma <- stats::median(immig_rates)
# Store in named list and return
out <- list(
medians = c(
med_lambda_c = med_lambda_c,
med_mu = med_mu,
med_gamma = med_gamma),
means = c(
mean_lambda_c = mean_lambda_c,
mean_mu = mean_mu,
mean_gamma = mean_gamma
)
)
testit::assert(is.list(out) && is.numeric(unlist(out)))
testit::assert(length(out) == 2)
testit::assert(length(out$medians) == 3)
testit::assert(length(out$means) == 3)
return(out)
}
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