A Central Limit Theorem for the Poisson-Voronoi Approximation
Probability
2011-12-26 v2 Metric Geometry
Abstract
For a compact convex set and a Poisson point process , the union of all Voronoi cells with a nucleus in is the Poisson-Voronoi approximation of . Lower and upper bounds for the variance and a central limit theorem for the volume of the Poisson-Voronoi approximation are shown. The proofs make use of so called Wiener-It\^o chaos expansions and the central limit theorem is based on a more abstract central limit theorem for Poisson functionals, which is also derived.
Keywords
Cite
@article{arxiv.1111.6466,
title = {A Central Limit Theorem for the Poisson-Voronoi Approximation},
author = {Matthias Schulte},
journal= {arXiv preprint arXiv:1111.6466},
year = {2011}
}
Comments
22 pages, modified references