Anytime Valid Tests of Conditional Independence Under Model-X

Peter Grünwald, Alexander Henzi, Tyron Lardy

We propose a sequential, anytime-valid method to test the conditional independence of a response $Y$ and a predictor $X$ given a random vector $Z$. The proposed test is based on e-…