Conjugate Bayesian Two-step Change Point Detection for Hawkes Process

Zeyue Zhang, Xiaoling Lu, Feng Zhou

The Bayesian two-step change point detection method is popular for the Hawkes process due to its simplicity and intuitiveness. However, the non-conjugacy between the point process…