context("Multiple POs") test_that("multiple potential outcomes", { my_population <- declare_model( N = 100, income = rnorm(N), age = sample(18:95, N, replace = T) ) my_potential_outcomes_Y <- declare_potential_outcomes( formula = Y ~ .25 * Z + .01 * age * Z ) my_potential_outcomes_attrition <- declare_potential_outcomes( formula = R ~ rbinom(n = N, size = 1, prob = pnorm(Y_Z_0)) ) my_assignment <- declare_assignment(Z = complete_ra(N, m = 25)) my_design <- my_population + my_potential_outcomes_Y + my_potential_outcomes_attrition + my_assignment + declare_reveal(outcome_variable = "R", assignment_variable = "Z") + declare_reveal(outcome_variable = "Y", assignment_variable = "Z") expect_true(all( c("R", "Y") %in% colnames(draw_data(my_design)) )) })