Bayesian Nonparametric Marked Hawkes Processes for Earthquake Modeling

Hyotae Kim, Athanasios Kottas

The Hawkes process is a versatile stochastic model for point patterns that exhibit self-excitation, that is, the property that an event occurrence increases the rate of occurrence…