Segmenting Time Series via Self-Normalization

Zifeng Zhao, Feiyu Jiang, Xiaofeng Shao

We propose a novel and unified framework for change-point estimation in multivariate time series. The proposed method is fully nonparametric, enjoys effortless tuning and is robust…