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The Chen-Stein method for Poisson functionals

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arxiv 1112.5051 v3 pith:7BIGBNRU submitted 2011-12-21 math.PR

classification math.PR
keywords poissonrandomchen-steindistributionmethodvariableapplicationsapproximation
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We establish a general inequality on the Poisson space, yielding an upper bound for the distance in total variation between the law of a regular random variable with values in the integers and a Poisson distribution. Several applications are provided, in particular: (i) to deduce a set of sufficient conditions implying that a sequence of (suitably shifted) multiple Wiener-It\^o integrals converges in distribution to a Poisson random variable, and (ii) to compute explicit rates of convergence for the Poisson approximation of statistics associated with geometric random graphs with sparse connections (thus refining some findings by Lachi\`eze-Rey and Peccati (2011)). This is the first paper studying Poisson approximations on configuration spaces by combining the Malliavin calculus of variations and the Chen-Stein method.

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  1. Four-moment criteria for Poisson convergence on Poisson and Rademacher chaoses

    math.PR 2026-08 accept novelty 8.0 of 10

    A quantitative four-moment theorem characterizes Poisson convergence for shifted Poisson and Rademacher chaos variables, with a necessary maximal-influence condition in the Rademacher case.

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