Adaptive Change Point Detection with Matrix Time Series: Leveraging Structured Mean Shifts

Xinyu Zhang, Kung-Sik Chan

In high-dimensional time series, the component processes are often assembled into a matrix to display their interrelationship. We focus on detecting mean shifts with unknown change…