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Conditional Independence

Conditional Independence. As with absolute independence, the equivalent forms of X and Y being conditionally independent given Z can also be used: P ( X|Y, Z ) = P ( X|Z ) and P ( Y|X, Z ) = P ( Y|Z ). Example of the Key Property. The following conditional independence holds:

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Conditional Independence