A Bayesian nonparametric conditional two-sample test with an application to Local Causal Discovery

Philip A. Boeken, Joris M. Mooij

Abstract: For a continuous random variable $Z$, testing conditional independence $X\indep Y|Z$ is known to be a particularly hard problem. It constitutes a key ingredient of many constraint-based causal disc...