Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
controlling and front-door adjustment formula, even, as was noted above, it’s not possible to judge whether the result indeed represents the unbiased causal effect of X on Y (and what variables should be controlled for) without also using a causal model or making causal assumptions. Mediation