June 2014 Moments and central limit theorems for some multivariate Poisson functionals
Günter Last, Mathew D. Penrose, Matthias Schulte, Christoph Thäle
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Adv. in Appl. Probab. 46(2): 348-364 (June 2014). DOI: 10.1239/aap/1401369698

Abstract

This paper deals with Poisson processes on an arbitrary measurable space. Using a direct approach, we derive formulae for moments and cumulants of a vector of multiple Wiener-Itô integrals with respect to the compensated Poisson process. Also, we present a multivariate central limit theorem for a vector whose components admit a finite chaos expansion of the type of a Poisson U-statistic. The approach is based on recent results of Peccati et al. (2010), combining Malliavin calculus and Stein's method; it also yields Berry-Esseen-type bounds. As applications, we discuss moment formulae and central limit theorems for general geometric functionals of intersection processes associated with a stationary Poisson process of k-dimensional flats in Rd.

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Günter Last. Mathew D. Penrose. Matthias Schulte. Christoph Thäle. "Moments and central limit theorems for some multivariate Poisson functionals." Adv. in Appl. Probab. 46 (2) 348 - 364, June 2014. https://doi.org/10.1239/aap/1401369698

Information

Published: June 2014
First available in Project Euclid: 29 May 2014

zbMATH: 1350.60020
MathSciNet: MR3215537
Digital Object Identifier: 10.1239/aap/1401369698

Subjects:
Primary: 60D05 , 60H07
Secondary: 60F05 , 60G55

Keywords: Berry-Esseen-type bound , central limit theorem , intersection process , multiple Wiener-Ito; integral , Poisson flat process , Poisson process , product formula , Stochastic geometry , Wiener-Ito chaos expansion

Rights: Copyright © 2014 Applied Probability Trust

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Vol.46 • No. 2 • June 2014
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