tests/testthat/test-fenegbin.R

In capybara: Fast and Memory Efficient Fitting of Linear Models with High-Dimensional Fixed Effects

#' srr_stats (tests)
#' @srrstats {RE2.1} Ensures that models throw meaningful error messages when input parameters or data are invalid.
#' @srrstats {RE3.1} Validates consistency between `fenegbin` and other established R models like `glm` with comparable families.
#' @srrstats {RE3.2} Compares coefficients produced by `fenegbin` with those from base R models to validate similarity.
#' @srrstats {RE7.3} Confirms that estimated coefficients are within a reasonable variation threshold compared to baseline models.
#' @noRd
NULL

test_that("fenegbin is similar to fixest", {
  mod <- fenegbin(mpg ~ wt | cyl, mtcars)

  mod_base <- glm(
    mpg ~ wt + as.factor(cyl),
    mtcars,
    family = quasipoisson(link = "log")
  )

  coef_dist_base <- coef(mod_base)[2]

  dist_variation <- abs((coef(mod)[1] - coef_dist_base) / coef(mod)[1])

  expect_lt(dist_variation, 0.05)
})