Conditional Mean and Quantile Dependence Testing in High Dimension

Xianyang Zhang, Shun Yao, Xiaofeng Shao

Motivated by applications in biological science, we propose a novel test to assess the conditional mean dependence of a response variable on a large number of covariates. Our proce…