We consider the problem of conditional independence testing: given a response and covariates , we test the null hypothesis that . The conditional randomization test was recently proposed as a way to use distributional information about to exactly a...
Path-specific effects constitute a broad class of mediated effects from an exposure to an outcome via one or more causal pathways along a set of intermediate variables. Most of the literature concerning estimation of mediated effects has focused on p...