skip_if_not_installed("performance") skip_if_not_installed("domir") DA_test_model <- lm(mpg ~ vs + cyl + carb, data = mtcars) DA_performance <- dominance_analysis(DA_test_model) DA_domir <- domir::domin(mpg ~ vs + cyl + carb, lm, list(performance::r2, "R2"), data = mtcars) test_that("dominance_analysis$general_dominance", { gnrl_domir <- c(NA, DA_domir$General_Dominance) names(gnrl_domir) <- NULL gnrl_da <- DA_performance$General$General_Dominance expect_identical(gnrl_domir, gnrl_da) }) test_that("dominance_analysis$conditional_dominance", { cdl_domir <- DA_domir$Conditional_Dominance dimnames(cdl_domir) <- c(NULL, NULL) cdl_da <- as.matrix(DA_performance$Conditional[, -1]) dimnames(cdl_da) <- c(NULL, NULL) expect_identical(cdl_domir, cdl_da) }) test_that("dominance_analysis$complete_dominance", { cpt_domir <- DA_domir$Complete_Dominance dimnames(cpt_domir) <- list(NULL, NULL) cpt_da <- t(DA_performance$Complete[, -1]) dimnames(cpt_da) <- list(NULL, NULL) expect_identical(cpt_domir, cpt_da) }) DA_performance2 <- dominance_analysis( DA_test_model, all = ~vs, sets = c(~carb), complete = FALSE, conditional = FALSE ) DA_domir2 <- domir::domin( mpg ~ cyl, lm, list(performance::r2, "R2"), all = "vs", sets = list("carb"), data = mtcars, complete = FALSE, conditional = FALSE ) test_that("dominance_analysis$general_dominance with sets/all", { domir_all_sub_r2 <- DA_domir2$Fit_Statistic_All_Subsets names(domir_all_sub_r2) <- NULL expect_identical( domir_all_sub_r2, with(DA_performance2$General, General_Dominance[Subset == "all"]) ) gnrl_domir2 <- DA_domir2$General_Dominance names(gnrl_domir2) <- NULL gnrl_da2 <- aggregate( DA_performance2$General$General_Dominance, list(DA_performance2$General$Subset), mean ) gnrl_da2 <- gnrl_da2[which(gnrl_da2$Group.1 %in% c("cyl", "set1")), ] gnrl_da2 <- gnrl_da2$x names(gnrl_da2) <- NULL expect_identical(gnrl_domir2, gnrl_da2) })