tests/testthat/test_01_ZALG.R

In Stan125/gamlss.dist: Distributions for Generalized Additive Models for Location Scale and Shape

##########################################
#########      gamlss.dist       #########
#########   Distribution tests 2 #########
###  Zero adjusted logarithmic: ZALG() ###
##########################################

## Context
testthat::context("ZALG 2")

## Seed
set.seed(245)

## Family
fam <- ZALG()

## Random Values
i <- 0.2
n <- 1e5
mu <- 0.5 + i
sigma <- 0.1 + i
rvec <- rZALG(n, mu, sigma) 

## Empirical Moments
ex_emp <- mean(rvec)
vx_emp <- var(rvec)

## Theoretical moments
ex_theo <- fam$mean(mu, sigma)
vx_theo <- fam$variance(mu, sigma)

## Test here if they are about the same
expect_true(abs(ex_emp - ex_theo) < 0.02)  
expect_true(abs(vx_emp - vx_theo) < 0.02)