Compound Poisson approximation with association or negative association via Stein's method
Abstract
In this note we show how the properties of association and negative association can be combined with Stein's method for compound Poisson approximation. Applications include $k$--runs in iid Bernoulli trials, an urn model with urns of limited capacity and extremes of random variables.
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Pages: 1-12
Publication Date: April 20, 2013
DOI: 10.1214/ECP.v18-2751
References
- Barbour, A. D.; Chen, Louis H. Y.; Loh, Wei-Liem. Compound Poisson approximation for nonnegative random variables via Stein's method. Ann. Probab. 20 (1992), no. 4, 1843--1866. MR1188044
- Barbour, A. D., Chryssaphinou, O. and Vaggelatou, E.: Applications of compound Poisson approximation. In Charalambides, C. A., Koutras, M. V. and Balakrishnan, N. (Eds.): Probability and Statistical Models with Applications, 41--62. Chapman and Hall, Boca Raton, 2001.
- Barbour, A. D.; Holst, Lars; Janson, Svante. Poisson approximation. Oxford Studies in Probability, 2. Oxford Science Publications. The Clarendon Press, Oxford University Press, New York, 1992. x+277 pp. ISBN: 0-19-852235-5 MR1163825
- Barbour, A. D.; Utev, Sergey. Solving the Stein equation in compound Poisson approximation. Adv. in Appl. Probab. 30 (1998), no. 2, 449--475. MR1642848
- Barbour, Andrew D.; Xia, Aihua. Poisson perturbations. ESAIM Probab. Statist. 3 (1999), 131--150. MR1716120
- Barbour, A. D.; Xia, Aihua. Estimating Stein's constants for compound Poisson approximation. Bernoulli 6 (2000), no. 4, 581--590. MR1777683
- Boutsikas, Michael V.; Koutras, Markos V. A bound for the distribution of the sum of discrete associated or negatively associated random variables. Ann. Appl. Probab. 10 (2000), no. 4, 1137--1150. MR1810868
- Boutsikas, M. V.; Koutras, M. V. On the number of overflown urns and excess balls in an allocation model with limited urn capacity. J. Statist. Plann. Inference 104 (2002), no. 2, 259--286. MR1906011
- Daly, Fraser; Lefèvre, Claude; Utev, Sergey. Stein's method and stochastic orderings. Adv. in Appl. Probab. 44 (2012), no. 2, 343--372. MR2977399
- Hashorva, Enkelejd; Hüsler, Jürg. Remarks on compound Poisson approximation of Gaussian random sequences. Statist. Probab. Lett. 57 (2002), no. 1, 1--8. MR1911806
- Joag-Dev, Kumar; Proschan, Frank. Negative association of random variables, with applications. Ann. Statist. 11 (1983), no. 1, 286--295. MR0684886
- Papadatos, N.; Papathanasiou, V. Poisson approximation for a sum of dependent indicators: an alternative approach. Adv. in Appl. Probab. 34 (2002), no. 3, 609--625. MR1929600
- Roos, Małgorzata. Stein's method for compound Poisson approximation: the local approach. Ann. Appl. Probab. 4 (1994), no. 4, 1177--1187. MR1304780

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