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Accuracy of approximation in the Poisson theorem in terms of the χ2-distance

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Abstract

We study the limit behavior of the χ2-distance between the distributions of the nth partial sum of independent not necessarily identically distributed Bernoulli random variables and the accompanying Poisson law. As a consequence in the i.i.d. case we make the multiplicative constant preciser in the available upper bound for the rate of convergence in the Poisson limit theorem.

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References

  1. Prokhorov Yu. V., “Asymptotic behavior of the binomial distribution,” Uspekhi Mat. Nauk, 8, No. 3, 135–142 (1953).

    Google Scholar 

  2. Le Cam L., “An approximation theorem for the Poisson binomial distribution,” Pacific J. Math., 10, No. 4, 1181–1197 (1960).

    MATH  MathSciNet  Google Scholar 

  3. Barbour A. D. and Hall P., “On the rate of Poisson convergence,” Math. Proc. Cambridge Philos. Soc., 95, No. 3, 473–480 (1984).

    Article  MATH  MathSciNet  Google Scholar 

  4. Barbour A. D., Holst L., and Janson S., Poisson Approximation, The Clarendon Press; Oxford University Press, New York (1992) (Oxford Stud. Probab.; 2).

    MATH  Google Scholar 

  5. Harremoës P. and Ruzankin P. S., “Rate of convergence to the Poisson law in terms of information divergence,” IEEE Trans. Inform. Theory, 50, No. 9, 2145–2149 (2004).

    Article  MathSciNet  Google Scholar 

  6. Pinsker M. S., Information and Information Stability of Random Variables and Processes [in Russian], Izdat. Akad. Nauk SSSR, Moscow (1960).

    Google Scholar 

  7. Feller W., An Introduction to Probability Theory and Its Applications. Vol. 1, John Wiley & Sons, Inc., New York; London; Sydney (1968).

    MATH  Google Scholar 

  8. Borisov I. S. and Ruzankin P. S., “Poisson approximation for expectations of unbounded functions of independent random variables,” Ann. Probab., 30, No. 4, 1657–1680 (2002).

    Article  MATH  MathSciNet  Google Scholar 

  9. Deheuvels P. and Pfeifer D., “A semigroup approach to Poisson approximation,” Ann. Probab., 14, No. 2, 663–676 (1986).

    Article  MATH  MathSciNet  Google Scholar 

  10. Roos B., “Sharp constants in the Poisson approximation,” Statist. Probab. Lett., 52, No. 2, 155–168 (2001).

    Article  MATH  MathSciNet  Google Scholar 

Download references

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Correspondence to I. S. Borisov.

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Original Russian Text Copyright © 2008 Borisov I. S. and Vorozheĭkin I. S.

The authors were partially supported by the Russian Foundation for Basic Research (Grants 05-01-00810 and 06-01-00738) and INTAS (Grant 03-51-5018).

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Translated from Sibirskiĭ Matematicheskiĭ Zhurnal, Vol. 49, No. 1, pp. 8–22, January–February, 2008.

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Borisov, I.S., Vorozheikin, I.S. Accuracy of approximation in the Poisson theorem in terms of the χ2-distance. Sib Math J 49, 5–17 (2008). https://doi.org/10.1007/s11202-008-0002-3

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  • DOI: https://doi.org/10.1007/s11202-008-0002-3

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