Compression of an entropy sum

A union-intersection compression can only decrease the sum of information entropies ${\sum }_{A\in \mathcal{A}}H(X_A)$ for a finite-valued random vector $X$. Each elementary step follows from entropy submodularity; iteration proves the assertion with multiset multiplicities. Uniform coordinate multiplicity gives Shearer inequality by compressing to repeated full sets and empty sets.