Causal Inference, Causality, Machine Learning, Validation, Application.
see the ATE turn into zero for the placebo treatment if a causal model is trained perfectly and robustly without any bias or variance. If not zero, then we would at least expect the causal estimates to vary significantly from the raw estimates. There are several types of placebo treatments. For