English

Random Balls Model With Dependence

Probability 2014-06-04 v1

Abstract

In this article, we consider a configuration of weighted random balls in Rd\mathbb{R}^d generated according to a Poisson point process. The model investigated exhibits inhomogeneity, as well as dependence between the centers and the radii and heavy tails phenomena. We investigate the asymptotic behavior of the total mass of the configuration of the balls at a macroscopic level. Three different regimes appear depending on the intensity parameters and the zooming factor. Among the three limiting fields, two are stable while the third one is a Poisson integral bridging between the two stable regimes. For some particular choices of the inhomogeneity function, the limiting fields exhibit isotropy or self-similarity.

Keywords

Cite

@article{arxiv.1406.0752,
  title  = {Random Balls Model With Dependence},
  author = {Renan Gobard},
  journal= {arXiv preprint arXiv:1406.0752},
  year   = {2014}
}

Comments

28 pages

R2 v1 2026-06-22T04:29:34.209Z