Markov Neighborhood Regression for High-Dimensional Inference

Faming Liang, Jingnan Xue, Bochao Jia

This paper proposes an innovative method for constructing confidence intervals and assessing p-values in statistical inference for high-dimensional linear models. The proposed meth…