Spatiotemporal Hawkes processes with a graphon-induced connectivity structure

Justin Baars, Roger J. A. Laeven, Michel Mandjes

We introduce a spatiotemporal self-exciting point process $(N_t(x))$, boundedly finite both over time $[0,\infty )$ and space $\mathcal{X}$, with excitation structure determined by a…