Model-X Sequential Testing for Conditional Independence via Testing by Betting

Shalev Shaer, Gal Maman, Yaniv Romano

This paper develops a model-free sequential test for conditional independence. The proposed test allows researchers to analyze an incoming i.i.d. data stream with any arbitrary dep…