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On the Rate of Convergence of Lp Norms in the Central Limit Theorem for Independent Random Variables
Authors:Sunklodas  J
Institution:(1) Institute of Mathematics and Informatics, Akademijos 4, LT-2021 Vilnius;(2) Vilnius Gediminas Technical University, Sauledottekio 11, LT-2040 Vilnius, Lithuania
Abstract:We present the upper and lower bounds of the L p norms Deltanp of order n -1 for all p, 1 le p leinfin, in the central limit theorem for independent identically distributed random variables with the finite fourth and zero first and third moments of summands. The proof of the upper estimates of the norms Deltanp is based on a linear differential equation formed from the characteristic function of the sum of independent random variables.
Keywords:upper bound  lower bound  central limit theorem  independent random variables  L p norm  Cramé  r condition (C)
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