# Setup ------------------------------------------------------------------- expected_statistics <- read_stats("../data/lme4.json") # lmer() ------------------------------------------------------------------ test_that("lme4 works", { model <- lme4::lmer(Reaction ~ Days + (1 | Subject), lme4::sleepstudy) expect_equal_models( model = model, expected_tidy_model = expected_statistics$lme4 ) }) test_that("lme4 ML works", { model <- lme4::lmer(Reaction ~ Days + (1 | Subject), lme4::sleepstudy, REML = FALSE ) expect_equal_models( model = model, expected_tidy_model = expected_statistics$lme4_ML ) }) test_that("lme4 slopes works", { model <- lme4::lmer(Reaction ~ Days + (Days || Subject), lme4::sleepstudy) expect_equal_models( model = model, expected_tidy_model = expected_statistics$lme4_slopes ) }) # anova.merMod() ---------------------------------------------------------- test_that("lme4 anova works", { lme4 <- lme4::lmer(Reaction ~ Days + (1 | Subject), lme4::sleepstudy) model <- anova(lme4) expect_equal_models( model = model, expected_tidy_model = expected_statistics$anova_lme4 ) }) test_that("lme4 anova model comparison works", { lme4 <- lme4::lmer(Reaction ~ Days + (1 | Subject), lme4::sleepstudy) lme4_slopes <- lme4::lmer( Reaction ~ Days + (Days || Subject), lme4::sleepstudy ) model <- anova(lme4, lme4_slopes) expect_equal_models( model = model, expected_tidy_model = expected_statistics$anova_models ) })