Global and Simultaneous Hypothesis Testing for High-Dimensional Logistic Regression Models

Rong Ma, T. Tony Cai, Hongzhe Li

High-dimensional logistic regression is widely used in analyzing data with binary outcomes. In this paper, global testing and large-scale multiple testing for the regression coeffi…