An inferential measure of dependence between two systems using Bayesian model comparison

Guillaume Marrelec, Alain Giron

We propose to quantify dependence between two systems $X$ and $Y$ in a dataset $D$ based on the Bayesian comparison of two models: one, $H_0$, of statistical independence and anoth…