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Preliminaries

Probabilistic Graphical Models. Independencies. Preliminaries. Independence. For events ?, ?, P ? ? ? if: P(?, ?) = P(?) P(?) P(?|?) = P(?) P(?|?) = P(?) For random variables X,Y, P X ? Y if: P(X, Y) = P(X) P(Y) P(X|Y) = P(X) P(Y|X) = P(Y). Independence. D. I.

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Preliminaries