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October, 1992 Compound Poisson Approximation for Nonnegative Random Variables Via Stein's Method
A. D. Barbour, Louis H. Y. Chen, Wei-Liem Loh
Ann. Probab. 20(4): 1843-1866 (October, 1992). DOI: 10.1214/aop/1176989531

Abstract

The aim of this paper is to extend Stein's method to a compound Poisson distribution setting. The compound Poisson distributions of concern here are those of the form POIS$(\nu)$, where $\nu$ is a finite positive measure on $(0, \infty)$. A number of results related to these distributions are established. These in turn are used in a number of examples to give bounds for the error in the compound Poisson approximation to the distribution of a sum of random variables.

Citation

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A. D. Barbour. Louis H. Y. Chen. Wei-Liem Loh. "Compound Poisson Approximation for Nonnegative Random Variables Via Stein's Method." Ann. Probab. 20 (4) 1843 - 1866, October, 1992. https://doi.org/10.1214/aop/1176989531

Information

Published: October, 1992
First available in Project Euclid: 19 April 2007

zbMATH: 0765.60015
MathSciNet: MR1188044
Digital Object Identifier: 10.1214/aop/1176989531

Subjects:
Primary: 60E15
Secondary: 60J10

Keywords: compound Poisson distribution , rate of convergence , Stein's method , total variation distance

Rights: Copyright © 1992 Institute of Mathematical Statistics

Vol.20 • No. 4 • October, 1992
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