context("t-Test") # Main functions test_that("t_test returns tibble", { t1 <- t_test(WoJ, temp_contract, autonomy_selection, autonomy_emphasis) t2 <- t_test(WoJ, autonomy_emphasis, mu = 4.00) expect_true(tibble::is_tibble(t1)) expect_equal(dim(t1), c(2, 12)) expect_true(tibble::is_tibble(t2)) expect_equal(dim(t2), c(1, 9)) }) test_that("t_test returns tibble when no variables are specified", { t <- t_test(WoJ, temp_contract) expect_true(tibble::is_tibble(t)) expect_equal(dim(t), c(11, 12)) }) test_that("t_test returns tibble with user-defined levels", { t <- t_test(WoJ, employment, levels = c("Full-time", "Part-time")) expect_true(tibble::is_tibble(t)) expect_equal(dim(t), c(11, 12)) }) test_that("one-sample t_test does not interfere", { expect_error(t_test(WoJ, temp_contract, autonomy_emphasis, mu = 4.00)) expect_error(t_test(WoJ, temp_contract, mu = 4.00)) }) test_that("t_test works with spaces in column names", { t1 <- WoJ %>% dplyr::select(temp_contract, `autonomy selection` = autonomy_selection) %>% t_test(temp_contract) expect_equal(dim(t1), c(1, 12)) }) # Helper functions test_that("cohen's d returns correct results", { x <- WoJ %>% dplyr::filter(temp_contract == "Permanent") %>% dplyr::pull(autonomy_selection) y <- WoJ %>% dplyr::filter(temp_contract == "Temporary") %>% dplyr::pull(autonomy_selection) expect_equal(cohens_d(x, y), 0.277, tolerance = .0005) expect_equal(cohens_d(x, y, pooled_sd = FALSE), 0.250, tolerance = .0005) })