Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
started to take so-and-so medicine one year ago?” “Given that the customer didn’t buy the product, what is the probability that he would if he was offered a 20% discount?” Interventional queries are about aggregates and distributions, counterfactual queries are about specific instances and samples