Sequential Change Detection in Correlation Structures with Window-Limited Statistics

Jie Gao, Liyan Xie, Zhaoyuan Li

We consider detecting change points in the correlation structure of streaming data with minimum assumptions posed on the underlying data distribution. Detection statistics are cons…