Local permutation tests for conditional independence: an adaptive binning perspective

David Chen, Rohan Hore, Rina Foygel Barber

In this work, we study the problem of testing conditional independence between random variables $X$ and $Y$ given a confounder $Z$. The local permutation test (LPT) offers a princi…