Sparsified Simultaneous Confidence Intervals for High-Dimensional Linear Models

Xiaorui Zhu, Yichen Qin, Peng Wang

Statistical inference of the high-dimensional regression coefficients is challenging because the uncertainty introduced by the model selection procedure is hard to account for. A c…