2023
Model-X Sequential Testing for Conditional Independence via Testing by Betting
AISTATS 2023poster
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 dependency structure, and safely conclude whether a feature is conditionally associated with the response under study. We a…