ThmDex – An index of mathematical definitions, results, and conjectures.
P3319
Using results
(i) R4843: Conditional entropy formula for simple mutual information
(ii) R4837: Chain rule for simple entropy in the binary case

we have \begin{equation} I_a(X ; Y) = H_a(X) - H_a(X \mid Y) = H_a(X) + H_a(Y) - H_a(X, Y) \end{equation} $\square$