context("Testing relative bias") test_that("Relative bias calculations are okay, if unbiased", { sims <- vapply(X = seq(500), FUN = function(i) { N <- 3e3 x <- rnorm(n = N) e <- rnorm(n = N) y <- 2 * x + e fit <- lm(y ~ x) coef(fit)["x"] }, FUN.VALUE = numeric(1)) sims <- data.frame(b = sims) s <- simsum(data = sims, estvarname = "b", true = 2) expect_equal( object = s$summ$est[s$summ$stat == "rbias"], expected = 0, tolerance = 1e-2 ) }) test_that("Relative bias calculations are okay, if biased", { sims <- vapply(X = seq(500), FUN = function(i) { N <- 3e3 x <- rnorm(n = N) e <- rnorm(n = N) y <- 2 * x + e fit <- lm(y ~ x) coef(fit)["x"] }, FUN.VALUE = numeric(1)) sims <- data.frame(b = sims) s <- simsum(data = sims, estvarname = "b", true = 1) expect_equal( object = s$summ$est[s$summ$stat == "rbias"], expected = 1, tolerance = 1e-2 ) })