Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
gives a fascinating example of the collider bias: it appears in the famous Monty Hall paradox. It paradoxically appears that the original choice of the door by the player is (negatively) correlated with the door behind which there is the car (and this is why the player needs to change their