tests/testthat/test-dint.R

In zrmacc/RNOmni: Rank Normal Transformation Omnibus Test

test_that("Test basic association test.", {

  # Type 1 error.
  n <- 1e3
  withr::local_seed(101)
  x <- cbind(1, rnorm(n))
  g <- replicate(1e3, rbinom(n = n, size = 2, prob = 0.25))
  storage.mode(g) <- "numeric"
  y <- as.numeric(x %*% c(1, 1)) + stats::rnorm(n)
  p_score <- DINT(y = y, G = g, X = x, test = "Score", simple = TRUE)
  p_wald <- DINT(y = y, G = g, X = x, test = "Wald", simple = TRUE)
  
  # Approximately correct type 1 error.
  t1e_score <- mean(p_score <= 0.05)
  t1e_wald <- mean(p_wald <= 0.05)
  expect_equal(t1e_score, 0.05, tolerance = 0.05)
  expect_equal(t1e_wald, 0.05, tolerance = 0.05)
  
})