Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
define the indirect effect in terms of the “difference” in the total effect, with and without control. Nor would it be appropriate to multiply the effect of X on Z by that of Z on Y (keeping X at some level) — multiplicative compositions demand their justifications. Indeed, all attempts to define