The asymptotic properties of maximum likelihood estimators for marked poisson processes with a cyclic intensity measure

Abstract

In this paper we are concerned with the large sample behavior of the MLE for a class of marked Poisson processes arising in hydrology. We establish strong consistency, asymptotic normality and asymptotic efficiency of the MLE. As an application we present the asymptotic distribution of the design discharge of a river flow.