AI, Data Science, Predictions, Machine Learning, Causal Inference.
intervened on, the observational distribution is no longer sufficient and an estimate of the interventional distribution p(Y|do(T), X) is required. The following section outlines this in more detail. Why is it difficult to learn the interventional distribution? The causal graph below describes the