Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
to the Reichenbach’s Common Cause Principle: “If two variables X and Y are statistically dependent, then there exists a variable Z that causally influences both and explains all the dependence in the sense of making them independent when conditioned on Z.” However, as one can see, door chosen by