Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
the mediator is presumed to cause the outcome and not vice versa. If the presumed causal model is not correct, the results from the mediational analysis are likely of little value. Mediation is not defined statistically; rather statistics can be used to evaluate a presumed mediational model. But