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-Ito integrals with respect to the compensated Poisson process. Second, a multivariate central limit theorem is shown 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, and also yields Berry-Esseen type bounds. As applications, 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 are discussed.
Original language | English |
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Pages (from-to) | 348-364 |
Number of pages | 19 |
Journal | Advances in Applied Probability |
Volume | 46 |
Issue number | 2 |
DOIs | |
Publication status | Published - Jun 2014 |
Keywords
- Berry-Esseen type bounds; central limit theorem; intersection process; multiple Wiener-Ito integral; Poisson process; Poisson flat process; product formula; stochastic geometry; Wiener-Ito chaos expansion