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Author

S. Masny

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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. · 0 citations

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