# Bandwidth selection for kernel estimators of the spatial intensity function

arXiv: https://arxiv.org/abs/1611.10221 · HTML: https://mlsanity.com/paper/1611.10221/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 30 Nov 2016.

## Built on by (most cited first, 1 of 1)

- [Statistical learning and cross-validation for point processes](https://mlsanity.com/paper/2103.01356/) (2021)

## Abstract (arXiv)

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.