A J-function for inhomogeneous spatio-temporal point processes
Statistics Theory
2013-11-26 v1 Statistics Theory
Abstract
We propose a new summary statistic for inhomogeneous intensity-reweighted moment stationary spatio-temporal point processes. The statistic is defined through the n-point correlation functions of the point process and it generalises the J-function when stationarity is assumed. We show that our statistic can be represented in terms of the generating functional and that it is related to the inhomogeneous K-function. We further discuss its explicit form under some specific model assumptions and derive a ratio-unbiased estimator. We finally illustrate the use of our statistic on simulated data.
Cite
@article{arxiv.1311.6327,
title = {A J-function for inhomogeneous spatio-temporal point processes},
author = {O. Cronie and M. N. M. van Lieshout},
journal= {arXiv preprint arXiv:1311.6327},
year = {2013}
}