Standard and robust intensity parameter estimation for stationary determinantal point processes
Statistics Theory
2016-04-26 v2 Statistics Theory
Abstract
This work is concerned with the estimation of the intensity parameter of a stationary determinantal point process. We consider the standard estimator, corresponding to the number of observed points per unit volume and a recently introduced median-based estimator more robust to outliers. The consistency and asymptotic normality of estimators are obtained under mild assumptions on the determinantal point process. We illustrate the efficiency of the procedures in a simulation study.
Cite
@article{arxiv.1603.07460,
title = {Standard and robust intensity parameter estimation for stationary determinantal point processes},
author = {Jean-François Coeurjolly and Christophe Ange Napoléon Biscio},
journal= {arXiv preprint arXiv:1603.07460},
year = {2016}
}