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An almost sure central limit theorem for self-normalized weighted sums
Authors:Yong Zhang  Xiao-yun Yang
Institution:18247. College of Mathematics, Jilin University, Changchun, 130012, China
Abstract:Let X,X 1 ,X 2, … be a sequence of nondegenerate i.i.d. random variables with zero means, which is in the domain of attraction of the normal law. Let {a ni ,1≤in,n≥1} be an array of real numbers with some suitable conditions. In this paper, we show that a central limit theorem for self-normalized weighted sums holds. We also deduce a version of ASCLT for self-normalized weighted sums.
Keywords:almost sure central limit theorem  self-normalized weighted sums  domain of attractio of thenormal law
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