tests/testthat/test-rqs.R

In easystats/insight: Easy Access to Model Information for Various Model Objects

skip_if_not(getRversion() >= "4.2.0")
skip_if_not_installed("quantreg")

data(stackloss)
m1 <- quantreg::rq(
  stack.loss ~ Air.Flow + Water.Temp,
  data = stackloss,
  tau = c(0.25, 0.5, 0.75)
)

test_that("model_info", {
  expect_true(model_info(m1)$is_linear)
})

test_that("find_predictors", {
  expect_identical(
    find_predictors(m1),
    list(conditional = c("Air.Flow", "Water.Temp"))
  )
  expect_identical(
    find_predictors(m1, flatten = TRUE),
    c("Air.Flow", "Water.Temp")
  )
  expect_null(find_predictors(m1, effects = "random"))
})

test_that("find_random", {
  expect_null(find_random(m1))
})

test_that("get_random", {
  expect_warning(get_random(m1))
})

test_that("find_response", {
  expect_identical(find_response(m1), "stack.loss")
})

test_that("get_response", {
  expect_identical(get_response(m1), stackloss$stack.loss)
})

test_that("get_predictors", {
  expect_named(get_predictors(m1), c("Air.Flow", "Water.Temp"))
})

test_that("get_data", {
  expect_identical(nrow(get_data(m1)), 21L)
  expect_named(get_data(m1), c("stack.loss", "Air.Flow", "Water.Temp"))
})

test_that("find_formula", {
  expect_length(find_formula(m1), 1)
  expect_equal(
    find_formula(m1),
    list(conditional = as.formula("stack.loss ~ Air.Flow + Water.Temp")),
    ignore_attr = TRUE
  )
})

test_that("find_terms", {
  expect_identical(
    find_terms(m1),
    list(
      response = "stack.loss",
      conditional = c("Air.Flow", "Water.Temp")
    )
  )
  expect_identical(
    find_terms(m1, flatten = TRUE),
    c("stack.loss", "Air.Flow", "Water.Temp")
  )
})

test_that("n_obs", {
  expect_identical(n_obs(m1), 21L)
})

test_that("link_function", {
  expect_equal(link_function(m1)(0.2), 0.2, tolerance = 1e-5)
})

test_that("link_inverse", {
  expect_equal(link_inverse(m1)(0.2), 0.2, tolerance = 1e-5)
})

test_that("find_parameters", {
  expect_identical(
    find_parameters(m1),
    list(conditional = c(
      "(Intercept)", "Air.Flow", "Water.Temp"
    ))
  )
  expect_identical(nrow(get_parameters(m1)), 9L)
  expect_identical(
    get_parameters(m1)$Parameter,
    rep(c("(Intercept)", "Air.Flow", "Water.Temp"), 3)
  )
  expect_equal(
    get_parameters(m1)$Estimate,
    c(-36, 0.5, 1, -44.08065, 0.79032, 0.66129, -54.18966, 0.87069, 0.98276),
    tolerance = 1e-3
  )
})

test_that("is_multivariate", {
  expect_false(is_multivariate(m1))
})

test_that("find_algorithm", {
  expect_identical(find_algorithm(m1), list(algorithm = "br"))
})

test_that("find_statistic", {
  expect_identical(find_statistic(m1), "t-statistic")
})