An Asymptotic Test for Conditional Independence using Analytic Kernel Embeddings

Meyer Scetbon, Laurent Meunier, Yaniv Romano

Abstract: We propose a new conditional dependence measure and a statistical test for conditional independence. The measure is based on the difference between analytic kernel embeddings of two well-suited dis...