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