Shuangning Li

Maxway CRT: improving the robustness of the model-X inference

2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology)

Abstract The model-X conditional randomisation test (CRT) is a flexible and powerful testing procedure for testing the hypothesis X⫫Y∣Z. However, it requires perfect knowledge of X∣Z and may lose its validity when there is an …