Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
systems. That rule involves two assumptions — effects along distinct paths are additive, and path coefficients along one path multiply — and both of them lead to wrong answers in nonlinear models, as we will see below. It has taken a long time, but the practitioners of mediation analysis have