Hawkes Identification with a Prescribed Causal Basis: Closed-Form Estimators and Asymptotics

Xinhui Rong, Girish N. Nair

Driven by the recent surge in neural-inspired modeling, point processes have gained significant traction in systems and control. While the Hawkes process is the standard model for…