Detecting Structural Shifts in Multivariate Hawkes Processes with Fréchet Statistics

Rui Luo, Vikram Krishnamurthy

This paper proposes a new approach for change point detection in multivariate Hawkes processes using Fréchet statistic of a network. The method splits the point process into overl…