AI, Data Science, Predictions, Machine Learning, Causal Inference.
counterfactual) queries. The reason for this lies in the different underlying data distribution in the training and testing samples, and the interventional samples. More simply, the classical ML estimator is only able to represent the observational distribution p(Y|T, X). But once the treatment is