Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
point is that it is impossible to demonstrate why the front-door adjustment is a valid method without reaching to the notions of causality and causal mediation. Note that statistical methods such as linear regression are used to estimate the total effect of X on Y (P(Y|do(X))), both with