Article ID Journal Published Year Pages File Type
6419742 Advances in Applied Mathematics 2012 22 Pages PDF
Abstract

For a compact convex set K and a Poisson point process ηλ, the union of all Voronoi cells with a nucleus in K is the Poisson-Voronoi approximation of K. 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 the so-called Wiener-Itô chaos expansion and the central limit theorem is based on a more abstract central limit theorem for Poisson functionals, which is also derived.

Related Topics
Physical Sciences and Engineering Mathematics Applied Mathematics
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