Abstract: In this paper we study minimum distance estimation for self-exciting point processes. These processes allow for a flexible semi-parametric modeling of the compensator. As a main result, we show the strong consistency and asymptotic normality of our estimator. We also present an application to a data set from micro-economics.
Key words and phrases: Asymptotic normality, consistency, market research, self-exciting point processes.