Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
a mere relabelling of things until one considers situations in which the correlation can’t be unbiased in a “traditional” sense (by controlling for confounders) but P(Y|do(X)) could nevertheless be estimated: see the section “Front-door adjustment” below. The graphical interpretation of