The conditional permutation test for independence while controlling for confounders

Thomas B. Berrett, Yi Wang, Rina Foygel Barber +1

We propose a general new method, the conditional permutation test, for testing the conditional independence of variables $X$ and $Y$ given a potentially high-dimensional random vec…