Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
unnecessary, and while it formally should lead to the correct result, it could be challenging to do this and to preserve the accuracy and the precision of the analysis because of the curse of dimensionality. There can be a correlation without a causation The Monty Hall paradox is a counterexample