## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set(collapse = TRUE, comment = "#>") ## ----------------------------------------------------------------------------- library(falsifyr) fragile_fit <- lm(score ~ treatment + age + baseline_score, data = fragile_trial) resilient_fit <- lm(score ~ treatment + age + baseline_score, data = resilient_trial) fragile <- attack( fragile_fit, term = "treatment", attacks = "row_deletion", intensity = "fast", seed = 1 ) resilient <- attack( resilient_fit, term = "treatment", attacks = "row_deletion", intensity = "fast", seed = 1 ) data.frame( dataset = c("fragile_trial", "resilient_trial"), score = c(fragile$survival_score, resilient$survival_score), verdict = c(fragile$verdict, resilient$verdict) )