Maximum Likelihood Estimation for Hawkes Processes with self-excitation or inhibition

Anna Bonnet, Miguel Martinez Herrera, Maxime Sangnier

In this paper, we present a maximum likelihood method for estimating the parameters of a univariate Hawkes process with self-excitation or inhibition. Our work generalizes techniqu…