Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
think it’s essential to start with the purpose: why researchers perform mediation analysis in the first place? I think it’s reasonable to point out two big goals. One goal is answering concrete counterfactual questions in service of planning and decision making. This counterfactual query answering