Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
should control their data) should block all so-called back-door paths (detailed explanation of what does this mean is beyond the scope of this review) between variables X and Y while not blocking any front-door paths (i. e., the paths consisting only of forward causal arrows) between X and Y. A set