Subadditivity of information entropy
= Subadditivity of information entropy
The <chain rule for information entropy> and <conditioning reduces entropy> give
$$
H(X,Y)\leq H(X)+H(Y),
$$
with equality exactly when $X$ and $Y$ are <independent random variables>[independent].