English

A Note on the Existence of Gibbs Marked Point Processes with Applications in Stochastic Geometry

Probability 2023-03-21 v3

Abstract

This paper generalizes a recent existence result for infinite-volume marked Gibbs point processes. We try to use the existence theorem for two models from stochastic geometry. First, we show the existence of Gibbs facet processes in Rd\mathbb{R}^d with repulsive interactions. We also prove that the finite-volume Gibbs facet processes with attractive interactions need not exist. Afterwards, we study Gibbs-Laguerre tessellations of R2\mathbb{R}^2. The mentioned existence result cannot be used, since one of its assumptions is not satisfied for tessellations, but we are able to show the existence of an infinite-volume Gibbs-Laguerre process with a particular energy function, under the assumption that we almost surely see a point.

Keywords

Cite

@article{arxiv.2208.02849,
  title  = {A Note on the Existence of Gibbs Marked Point Processes with Applications in Stochastic Geometry},
  author = {Martina Petráková},
  journal= {arXiv preprint arXiv:2208.02849},
  year   = {2023}
}

Comments

28 pages, published version, minor changes, one subsection moved to appendix