# test for BF on rma.uni object library(metafor) # ### Generate data tau2 <- 0.05 # True between-study variance set.seed(123) vi <- runif(50, min = 0.01, max = 0.2) # Observed sampling variances yi <- rnorm(50, mean = 0, sd = sqrt(vi+tau2)) # Observed effect sizes test_that("exploratory metafor test for I^2", { skip_on_cran() ### Fit a random-effects model to the data res <- rma(yi = yi, vi = vi) BFmeta1 <- BF(res) expect_equivalent( round(BFmeta1$PHP_exploratory[1,],3),c(0.086,0.013,0.902), tolerance = .05 ) expect_equivalent( round(BFmeta1$PHP_exploratory[2,],3),c(.800,0.086,0.114), tolerance = .05 ) }) # test fixed effects meta model test_that("exploratory metafor test for I^2", { res <- metafor::rma(yi = yi, vi = vi, method = "EE") BFmeta2 <- BF(res) expect_equivalent( round(BFmeta2$PHP_exploratory,3),c(0.844,0.082,0.074), tolerance = .05 ) })