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_norm(x, mean, sd, qn = TRUE)

Arguments

x

A vector of observed values.

mean

Cumulative distribution function (CDF) to use for calculating PIT residuals.

sd

Additional parameters to pass to the CDF function (e.g., mean and standard deviation for a normal CDF).

qn

Return the qnorm.

Value

PIT residuals.

Examples

observed <- c(10, 20, 30)
mus <- c(12, 18, 33)
sds <- c(2, 2, 5)
residuals_pit_norm(x = observed, mean = mus, sd = sds)
#> [1] -1.0  1.0 -0.6