Sequential Change-Point Detection for Mutually Exciting Point Processes

Haoyun Wang, Liyan Xie, Yao Xie, Alex Cuozzo, Simon Mak

Abstract: We present a new CUSUM procedure for sequential change-point detection in self- and mutually-exciting point processes (specifically, Hawkes networks) using discrete events data. Hawkes networks hav...