Law of large numbers and central limit theorem for renewal Hawkes processes

Abstract

A uniform law of large numbers and a central limit theorem are established via a martingale approach for a univariate Hawkes process with immigration given by a renewal process. The results are obtained for renewal processes with absolutely continuous interarrival distribution.