m1 <- lm(Sepal.Length ~ Petal.Width + Species, data = iris) m2 <- lm(Sepal.Length ~ Species, data = iris) m3 <- lm(Sepal.Length ~ Species, data = iris) m4 <- lm(Sepal.Length ~ 1, data = iris) test_that("ellipses_info", { expect_message(ellipsis_info(m1, m2, m3, m4)) }) info <- ellipsis_info(m1, m2, m4) test_that("ellipses_info", { expect_false(attributes(info)$same_fixef) expect_true(attributes(info)$is_nested) expect_true(attributes(info)$is_nested_decreasing) expect_false(attributes(info)$is_nested_increasing) expect_false(isTRUE(attributes(info)$all_mixed_models)) }) info <- ellipsis_info(m4, m3, m1) test_that("ellipses_info", { expect_true(attributes(info)$is_nested) expect_false(attributes(info)$is_nested_decreasing) expect_true(attributes(info)$is_nested_increasing) }) test_that("ellipses_info - single model", { out <- ellipsis_info(m1) expect_equal(out, m1) }) test_that("ellipses_info - list of models", { expect_message(out <- ellipsis_info(list(m1, m2, m3))) expect_true(attributes(out)$is_nested) expect_equal(names(out), c("m1", "m2", "m3")) expect_equal(length(out), 3L) }) test_that("ellipses_info - names of models for lists", { models <- list(m1, m2, m3) out <- ellipsis_info(models, verbose = FALSE) expect_true(attributes(out)$is_nested) expect_equal(names(out), c("Model 1", "Model 2", "Model 3")) expect_equal(length(out), 3L) }) m1 <- lm(Sepal.Length ~ Petal.Width + Species, data = iris) m2 <- lm(Sepal.Width ~ Petal.Width + Species, data = iris) m3 <- lm(Petal.Length ~ Petal.Width + Species, data = iris) info <- ellipsis_info(m1, m2, m3) test_that("ellipses_info, same fixed effects", { expect_true(attributes(info)$same_fixef) expect_false(attributes(info)$is_nested) expect_true(all(attributes(info)$is_linear)) expect_false(any(attributes(info)$is_binomial)) }) m1 <- glm(am ~ hp, data = mtcars, family = binomial()) m2 <- glm(am ~ hp + gear, data = mtcars, family = binomial()) m3 <- glm(am ~ hp + cyl + gear, data = mtcars, family = binomial()) info <- ellipsis_info(m1, m2, m3) test_that("ellipses_info, binomial", { expect_true(attributes(info)$is_nested) expect_true(all(attributes(info)$is_binomial)) expect_false(any(attributes(info)$is_linear)) }) skip_if_not_installed("lme4") data(sleepstudy, package = "lme4") m1 <- lme4::lmer(Reaction ~ Days + (1 | Subject), data = sleepstudy) m2 <- suppressMessages(lme4::lmer(Reaction ~ Days + (1 | Subject) + (1 | Days), data = sleepstudy)) info <- ellipsis_info(m1, m2, verbose = FALSE) test_that("ellipses_info, random effects", { expect_true(attributes(info)$same_fixef) expect_false(attributes(info)$same_ranef) expect_true(attributes(info)$re_nested) expect_true(attributes(info)$all_mixed_models) expect_true(attributes(info)$re_nested_increasing) expect_false(attributes(info)$re_nested_decreasing) }) info <- ellipsis_info(m2, m1, verbose = FALSE) test_that("ellipses_info, random effects", { expect_true(attributes(info)$re_nested) expect_false(attributes(info)$re_nested_increasing) expect_true(attributes(info)$re_nested_decreasing) }) m1 <- lme4::lmer(Reaction ~ Days + (1 | Subject), data = sleepstudy) m2 <- lme4::lmer(Reaction ~ 1 + (1 | Subject), data = sleepstudy) info <- ellipsis_info(m1, m2) test_that("ellipses_info, random effects", { expect_false(attributes(info)$same_fixef) expect_true(attributes(info)$same_ranef) expect_true(attributes(info)$re_nested) expect_true(attributes(info)$all_mixed_models) expect_true(attributes(info)$re_nested_increasing) expect_true(attributes(info)$re_nested_decreasing) })