Preprint
Oct 2026
Bayesian Analysis of Covariate-Driven Hawkes Processes with Application in Plant Epidemiology
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 a set of dynamic covariates and an exponential triggering function. A Bayesian approach is applied to variable selection in this context. S...
Katarzyna Adamczyk-Chauvat, M. Deaconu, S. Masny et al.
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