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Extended Classical Asymptotic Expansions in the Case of Gaussian Limit Distribution
Authors:Juozulynas  A
Institution:(1) Vilnius University, Naugarduko 24, 2600 Vilnius, Lithuania
Abstract:Let X, X 1, X 2,... be a sequence of independent and identically distributed random variables with common distribution function F. Denote by F n the distribution function of centered and normed sum S n . Let F belong to the domain of attraction of the standard normal law PHgr, that is, lim F n (x)= PHgr(x), as n rarr rx, uniformly in x isin Ropf. We obtain extended asymptotic expansions for the particular case where the distribution function F has the density p(x) = cx agr–1 lngamma(x), x > r, where agr ges 2, gamma isin Ropf, c > 0, and r > 1. We write the classical asymptotic expansion (in powers of n –1/2) and then add new terms of orders n beta/2 lngamma n, n beta/2 lngamma-1 n, etc., where beta ges 0.
Keywords:classical asymptotic expansion  asymptotic expansion  Gaussian distribution  normal distribution  convergence rates
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