Change-point detection using spectral PCA for multivariate time series

Shuhao Jiao, Tong Shen, Zhaoxia Yu +1

We propose a two-stage approach Spec PC-CP to identify change points in multivariate time series. In the first stage, we obtain a low-dimensional summary of the high-dimensional ti…