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...xpressed in the form of missing arrows in causal graphs such as ''Bayesian Networks'' or path diagrams. The mathematical theory underlying these derivations r ...entional probabilities from conditional probabilities in causal [[Bayesian Networks]] with unmeasured variables. One very practical result of this theory is th