Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
about groups of units, and therefore don’t need to sample from the U_X, U_Y, etc. extra random variables in the structural causal model. Actually, this allows answering interventional queries such as P(Y|do(X)) without having a structural causal model at all, but only a causal diagram, as described