Causal Inference, Causality, Machine Learning, Validation, Application.
This approach asks the question: What would happen to the estimated causal effect when we replace the true outcome variable with an independent random variable? Ideally, we would like to see the treatment effect estimates turn into zero. If they’re not zero, then at least we would like to see the