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.
Citation
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
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