Stabilization and limit theorems for geometric functionals of Gibbs point processes
Abstract
Given a Gibbs point process on having a weak enough potential , we consider the random measures , where is the volume cube and where is a translation invariant stabilizing functional. Subject to satisfying a localization property and translation invariance, we establish weak laws of large numbers for , a bounded test function on , and weak convergence of suitably centered, to a Gaussian field acting on bounded test functions. The result yields limit laws for geometric functionals on Gibbs point processes including the Strauss and area interaction point processes as well as more general point processes defined by the Widom-Rowlinson and hard-core model. We provide applications to random sequential packing on Gibbsian input, to functionals of Euclidean graphs, networks, and percolation models on Gibbsian input, and to quantization via Gibbsian input.
Cite
@article{arxiv.0802.0647,
title = {Stabilization and limit theorems for geometric functionals of Gibbs point processes},
author = {T. Schreiber and J. E. Yukich},
journal= {arXiv preprint arXiv:0802.0647},
year = {2008}
}