Nonparametric estimation of Hawkes processes with RKHSs

Anna Bonnet, Maxime Sangnier

This paper addresses nonparametric estimation of nonlinear multivariate Hawkes processes, where the interaction functions are assumed to lie in a reproducing kernel Hilbert space (…