Stabilization and limit theorems for geometric functionals of Gibbs point processes

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dc.creatorSchreiber, T.
dc.creatorYukich, J. E.
dc.date2008-02-05
dc.date.accessioned2026-07-07T09:18:51Z
dc.date.available2026-07-07T09:18:51Z
dc.descriptionGiven a Gibbs point process $¶^Ψ$ on $\R^d$ having a weak enough potential $Ψ$, we consider the random measures $μ_\la := \sum_{x \in ¶^Ψ \cap Q_\la} ξ(x, ¶^Ψ \cap Q_\la) δ_{x/\la^{1/d}}$, where $Q_{\la} := [-\la^{1/d}/2,\la^{1/d}/2]^d$ is the volume $\la$ cube and where $ξ(\cdot,\cdot)$ is a translation invariant stabilizing functional. Subject to $Ψ$ satisfying a localization property and translation invariance, we establish weak laws of large numbers for $\la^{-1} μ_\la(f)$, $f$ a bounded test function on $\R^d$, and weak convergence of $\la^{-1/2} μ_\la(f),$ 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.
dc.identifierhttps://arxiv.org/abs/0802.0647
dc.identifierhttp://arxiv.org/abs/0802.0647
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/154178
dc.subjectProbability
dc.subject60F05, 60G55
dc.titleStabilization and limit theorems for geometric functionals of Gibbs point processes
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