A Semiparametric Discrete Hawkes Model with a Collapsed Gaussian-Process Prior

Trinnhallen Brisley, Gordon Ross, Daniel Paulin

Hawkes processes are used in settings where past events increase the likelihood of future events occurring, resulting in a natural clustering structure. Traditional Hawkes process…