Large deviation principle in nonparametric estimation of marked point processes
Résumé
The nonparametric estimation problem of intensity measure of a homogeneous Poisson random measure is considered, based on an eventually partial observation of the jumps amplitude. We prove a large deviation principle for a kernel type estimator and we explicitly identify its rate function. (C) 1999 Elsevier Science B.V. All rights reserved.