Bandwidth selection for kernel estimators of the spatial intensity function
Methodology
2016-12-01 v1
Abstract
We discuss and compare various approaches to the problem of bandwidth selection for kernel estimators of intensity functions of spatial point processes. We also propose a new method based on the Campbell formula applied to the reciprocal intensity function. The new method is fully non-parametric, does not require knowledge of the product densities, and is not restricted to a specific class of point process models.
Cite
@article{arxiv.1611.10221,
title = {Bandwidth selection for kernel estimators of the spatial intensity function},
author = {O. Cronie and M. N. M. van Lieshout},
journal= {arXiv preprint arXiv:1611.10221},
year = {2016}
}