Posterior concentration in spatio-temporal Hawkes processes

Xenia Miscouridou, Deborah Sulem

We develop a Bayesian nonparametric framework for inference in spatio-temporal Hawkes processes, extending existing theoretical results beyond the purely temporal setting. Our fram…