Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
every observable variable (except the treatment and the effect variables) to eliminate all conceivable confounding biases isn’t always correct because controlling for a collider variable opens a parasitic information flow between the colliding variables. This is called a “collider bias”. The author