Spectral Change Point Estimation for High Dimensional Time Series by Sparse Tensor Decomposition

Xinyu Zhang, Kung-Sik Chan

Multivariate time series may be subject to partial structural changes over certain frequency band, for instance, in neuroscience. We study the change point detection problem with h…