Show that the mutual information is zero if and only if, in the probability of occurrence of

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Show that the mutual information is zero if and only if, in the probability of occurrence of the message \(x\) given the message \(y, p(x, y)\), the presence of the message \(y\) is irrelevant (so we have independence of \(y\) ).

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