context("Testing ATbounds::atebounds") Y <- RHC[,"survival"] D <- RHC[,"RHC"] age <- round(RHC[,"age"]) female <- RHC[,"sex_Female"] X <- cbind(age,female) rps <- rep(mean(D),length(D)) test_that("Q must be strictly positive", { expect_error(atebounds(Y, D, X, rps, Q = 0)) }) test_that("Checking the summary results", { sum = summary(atebounds(Y, D, X, rps)) expect_named(sum, c("Lower_Bound","Upper_Bound")) }) test_that("'x_discrete' must be either TRUE or FALSE", { expect_error(atebounds(Y, D, X, rps, x_discrete=Maybe)) }) Y_EFM <- EFM[,"cesarean"] D_EFM <- EFM[,"monitor"] X_EFM <- as.matrix(EFM[,c("arrest", "breech", "nullipar", "year")]) rps_EFM <- rep(mean(D_EFM),length(D_EFM)) test_that("Different Q generates different results", { res1 <- atebounds(Y_EFM, D_EFM, X_EFM, rps_EFM, Q=3, x_discrete=TRUE) res2 <- atebounds(Y_EFM, D_EFM, X_EFM, rps_EFM, Q=4, x_discrete=TRUE) expect_false(res1$ci_lb == res2$ci_lb) })