Change-point Inference for High-dimensional Heteroscedastic Data

Teng Wu, Stanislav Volgushev, Xiaofeng Shao

We propose a bootstrap-based test to detect a mean shift in a sequence of high-dimensional observations with unknown time-varying heteroscedasticity. The proposed test builds on th…