Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
expression P(Y | X) > P(Y), on the other hand, speaks only about observations and means: “If we see X, then the probability of Y increases.” But this increase may come about for other reasons, including Y being a cause of X or some other variable (Z) being the cause of both of them. That’s the