Calculate Probability Integral Transform (PIT) residuals

This function calculates PIT residuals for given observed values using a specified cumulative distribution function (CDF).

Usage

residuals_pit_beta(x, mu, sigma, qn = TRUE)

Arguments

x

A vector of observed values.

mu

A vector of observed values.

sigma

A vector of observed values.

qn

A vector of observed values.

Value

PIT residuals.

Examples

observed <- c(0.1, 0.5, 0.01)
mus <- c(0.5, 0.6, 0.99)
sds <- c(0.09, 0.02, 0.05)
residuals_pit_beta(x = observed, mu = mus, sigma = sds)
#> [1] -5.481544 -4.914921 -5.545740