testBallDivergence <- function(n.iter) { if(requireNamespace("Ball", quietly = TRUE)) { for(i in 1:n.iter) { set.seed(i) X1 <- mvtnorm::rmvnorm(100, sigma = matrix(0.2, 10, 10) + diag(0.8, 10, 10), mean = runif(10, -2, 2)) X2 <- as.data.frame(mvtnorm::rmvnorm(100, mean = runif(10, -2, 2), sigma = matrix(0.5, 10, 10) + diag(0.5, 10, 10))) set.seed(1234) res.bd.test <- Ball::bd.test(X1, X2, num.permutations = 1, method = "limit") set.seed(1234) res.bd.test.perm <- Ball::bd.test(X1, X2, num.permutations = 10, method = "permutation") set.seed(1234) res.BallDivergence <- DataSimilarity::BallDivergence(X1, X2, n.perm = 0, seed = i) set.seed(1234) res.BallDivergence.perm <- DataSimilarity::BallDivergence(X1, X2, n.perm = 10, seed = i) testthat::test_that("output type", { # check length and names of output testthat::expect_length(res.BallDivergence, 7) testthat::expect_named(res.BallDivergence, c("statistic", "p.value", "n.perm", "size", "alternative", "method", "data.name")) testthat::expect_length(res.BallDivergence.perm, 7) testthat::expect_named(res.BallDivergence.perm, c("statistic", "p.value", "n.perm", "size", "alternative", "method", "data.name")) # check p values in [0,1] testthat::expect_lte(res.BallDivergence$p.value, 1) testthat::expect_gte(res.BallDivergence$p.value, 0) testthat::expect_lte(res.BallDivergence.perm$p.value, 1) testthat::expect_gte(res.BallDivergence.perm$p.value, 0) # statistic is not NA testthat::expect_false(is.na(res.BallDivergence$statistic)) testthat::expect_false(is.na(res.BallDivergence.perm$statistic)) # output should be numeric testthat::expect_s3_class(res.BallDivergence, "htest") testthat::expect_s3_class(res.BallDivergence.perm, "htest") }) testthat::test_that("output values", { # check test statistic values testthat::expect_equal(res.BallDivergence$statistic, res.bd.test$statistic, check.attributes = FALSE) testthat::expect_equal(res.BallDivergence.perm$statistic, res.bd.test.perm$statistic, check.attributes = FALSE) # check test p values testthat::expect_equal(res.BallDivergence$p.value, res.bd.test$p.value, check.attributes = FALSE) testthat::expect_equal(res.BallDivergence.perm$p.value, res.bd.test.perm$p.value, check.attributes = FALSE) testthat::expect_equal(res.BallDivergence$statistic, res.BallDivergence.perm$statistic, check.attributes = FALSE) }) } } } set.seed(0305) testBallDivergence(10)