Bayesian Analysis of Covariate-Driven Hawkes Processes with Application in Plant Epidemiology

Katarzyna Adamczyk-Chauvat, Madalina Deaconu, Sylwester Masny +1

Hawkes processes are widely used to model temporal point patterns exhibiting self-exciting behavior. In this work, we consider a Hawkes model with a baseline intensity depending on…