test_that("Beta distribution", { dist <- dist_beta(3, 4) expect_equal(format(dist), "Beta(3, 4)") # quantiles expect_equal(quantile(dist, 0.1), qbeta(0.1, 3, 4)) expect_equal(quantile(dist, 0.5), qbeta(0.5, 3, 4)) # pdf expect_equal(density(dist, 0), dbeta(0, 3, 4)) expect_equal(density(dist, 3), dbeta(3, 3, 4)) # cdf expect_equal(cdf(dist, 0), pbeta(0, 3, 4)) expect_equal(cdf(dist, 3), pbeta(3, 3, 4)) # F(Finv(a)) ~= a expect_equal(cdf(dist, quantile(dist, 0.4)), 0.4, tolerance = 1e-3) # stats expect_equal(mean(dist), 3/(3+4)) expect_equal(variance(dist), 3*4/((3+4)^2*(3+4+1))) })