Conditional Independence Natural & Formal Sciences Dictionary Definition A probabilistic relation among random variables X, Y, and Z denoted X ⟂ Y | Z, meaning that conditional on Z, the joint distribution of X and Y factorizes into the product of their conditionals: P(X,Y | Z)=P(X|Z)P(Y|Z).
Conditional Independence Natural & Formal Sciences Dictionary Definition A probabilistic relation among random variables X, Y, and Z denoted X ⟂ Y | Z, meaning that conditional on Z, the joint distribution of X and Y factorizes into the product of their conditionals: P(X,Y | Z)=P(X|Z)P(Y|Z).