Semiparametric estimation of mutual information and related criteria : optimal test of independence

Amor Keziou, Philippe Regnault

We derive independence tests by means of dependence measures thresholding in a semiparametric context. Precisely, estimates of phi-mutual informations, associated to phi-divergence…