Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
it impossible to estimate the causal effect the “traditional way”, by controlling for confounders. The method is also applicable only in special situations (there should be an unconfounded and observable mediator variable on the causal path between the treatment and the effect variables), but the