Estimation in linear high dimensional Hawkes processes: a Bayesian approach

Judith Rousseau, Vincent Rivoirard, Déborah Sulem

In this paper we study the frequentist properties of Bayesian approaches in linear high dimensional Hawkes processes in a sparse regime where the number of interaction functions ac…