Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5119059 | Spatial Statistics | 2016 | 16 Pages |
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.
Related Topics
Physical Sciences and Engineering
Earth and Planetary Sciences
Earth and Planetary Sciences (General)
Authors
Christophe A.N. Biscio, Jean-François Coeurjolly,