test_that("ci_r2 returns correctly structured list", { res <- ci_r2( r2 = 0.25, df1 = 3, df2 = 96, conf_level = 0.95, random_predictors = FALSE ) expect_type(res, "list") expect_named( res, c( "lower_conf_limit_r2", "prob_less_lower", "upper_conf_limit_r2", "prob_greater_upper" ) ) expect_true(res$lower_conf_limit_r2 >= 0) expect_true(res$upper_conf_limit_r2 <= 1) expect_true(res$lower_conf_limit_r2 <= res$upper_conf_limit_r2) }) test_that("ci_r2 matches known value within tolerance", { res <- ci_r2( r2 = 0.25, df1 = 3, df2 = 96, conf_level = 0.95, random_predictors = FALSE ) # Reference values from MBESS ci.R2(R2 = .25, df.1 = 3, df.2 = 96, # conf.level = .95, Random.Predictors = FALSE) expect_equal(res$lower_conf_limit_r2, 0.0976086, tolerance = 1e-6) expect_equal(res$upper_conf_limit_r2, 0.3668434, tolerance = 1e-6) expect_equal(res$prob_less_lower, 0.025, tolerance = 1e-6) expect_equal(res$prob_greater_upper, 0.025, tolerance = 1e-6) })