The Partial Entropy Decomposition: Decomposing multivariate entropy and mutual information via pointwise common surprisal

Robin A. A. Ince

Obtaining meaningful quantitative descriptions of the statistical dependence within multivariate systems is a difficult open problem. Recently, the Partial Information Decompositio…