Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
game. Image by the author. The player becoming aware of the door opened by the host is an act of conditioning on this variable which leads to a collider bias as well as controlling. Besides, to find answers to interventional queries P(Y|do(X)), controlling for a lot of variables is often