skip_if_not_installed("ggeffects", minimum_version = "1.3.2") test_that("get_parameters, hypothesis_test", { data(iris) mgg <- lm(Sepal.Width ~ Sepal.Length * Species, data = iris) out <- ggeffects::hypothesis_test( ggeffects::ggpredict(mgg, c("Sepal.Length", "Species")), test = NULL ) param <- get_parameters(out) expect_named(param, c("Sepal.Length", "Species", "Estimate")) expect_identical( param$Sepal.Length, c("slope", "slope", "slope") ) expect_identical( param$Species, structure(1:3, levels = c("setosa", "versicolor", "virginica"), class = "factor") ) expect_equal( param$Estimate, c(0.79853, 0.31972, 0.23189), tolerance = 1e-3 ) param <- get_parameters(out, merge_parameters = TRUE) expect_named(param, c("Parameter", "Estimate")) expect_identical( param$Parameter, c( "Sepal.Length [slope], Species [setosa]", "Sepal.Length [slope], Species [versicolor]", "Sepal.Length [slope], Species [virginica]" ) ) expect_equal( param$Estimate, c(0.79853, 0.31972, 0.23189), tolerance = 1e-3 ) out <- ggeffects::hypothesis_test(ggeffects::ggpredict(mgg, c("Sepal.Length", "Species"))) param <- get_parameters(out) expect_named(param, c("Sepal.Length", "Species", "Estimate")) expect_identical( param$Sepal.Length, c("slope", "slope", "slope") ) expect_equal( param$Estimate, c(0.47881, 0.56664, 0.08783), tolerance = 1e-3 ) param <- get_parameters(out, merge_parameters = TRUE) expect_named(param, c("Parameter", "Estimate")) }) test_that("get_statistic, hypothesis_test", { data(iris) mgg <- lm(Sepal.Width ~ Sepal.Length * Species, data = iris) out <- ggeffects::hypothesis_test( ggeffects::ggpredict(mgg, c("Sepal.Length", "Species")), test = NULL ) param <- get_statistic(out) expect_named(param, c("Sepal.Length", "Species", "Statistic")) expect_identical( param$Sepal.Length, c("slope", "slope", "slope") ) expect_identical( param$Species, structure(1:3, levels = c("setosa", "versicolor", "virginica"), class = "factor") ) expect_equal( param$Statistic, c(7.23551, 4.24211, 3.79015), tolerance = 1e-3 ) param <- get_statistic(out, merge_parameters = TRUE) expect_named(param, c("Parameter", "Statistic")) expect_identical( param$Parameter, c( "Sepal.Length [slope], Species [setosa]", "Sepal.Length [slope], Species [versicolor]", "Sepal.Length [slope], Species [virginica]" ) ) expect_equal( param$Statistic, c(7.23551, 4.24211, 3.79015), tolerance = 1e-3 ) out <- ggeffects::hypothesis_test(ggeffects::ggpredict(mgg, c("Sepal.Length", "Species"))) param <- get_statistic(out) expect_named(param, c("Sepal.Length", "Species", "Statistic")) expect_identical( param$Sepal.Length, c("slope", "slope", "slope") ) expect_equal( param$Statistic, c(3.58262, 4.48915, 0.90475), tolerance = 1e-3 ) param <- get_statistic(out, merge_parameters = TRUE) expect_named(param, c("Parameter", "Statistic")) })