Statistical Inference and Large-scale Multiple Testing for High-dimensional Regression Models

T. Tony Cai, Zijian Guo, Yin Xia

This paper presents a selective survey of recent developments in statistical inference and multiple testing for high-dimensional regression models, including linear and logistic re…