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Teor. Veroyatnost. i Primenen., 2001 Volume 46, Issue 2, Pages 326–344 (Mi tvp3921)

This article is cited in 20 papers

A New Asymptotic Expansion and Asymptotically Best Constants in Lyapunov's Theorem. I.

G. P. Chistyakov

Institute for Low Temperature Physics and Engineering, Ukraine Academy of Sciences

Abstract: A new asymptotic expansion is obtained in Lyapunov's central limit theorem for distribution functions of centered and normed sums of independent random variables which are not necessarily identically distributed. It is applied to determine the asymptotically best constants in the Berry–Esseen inequality, thus solving problems about their optimal values raised by Kolmogorov and Zolotarev.

Keywords: central limit theorem, Lyapunov's theorem, Berry–Esseen bounds, asymptotic expansion, characteristic functions.

Received: 30.06.1998

DOI: 10.4213/tvp3921


 English version:
Theory of Probability and its Applications, 2002, 46:2, 226–242

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