A Unified Framework for Testing High Dimensional Parameters: A Data-Adaptive Approach

Cheng Zhou, Xinsheng Zhang, Wenxin Zhou +1

High dimensional hypothesis test deals with models in which the number of parameters is significantly larger than the sample size. Existing literature develops a variety of individ…