Change Point Detection for High-dimensional Linear Models: A General Tail-adaptive Approach

Bin Liu, Zhengling Qi, Xinsheng Zhang +1

We propose a novel approach for detecting change points in high-dimensional linear regression models. Unlike previous research that relied on strict Gaussian/sub-Gaussian error ass…