The Asymptotic Distribution of Intermediate Sums

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The asymptotic distribution of randomly weighted sums and self - normalized sums ∗

We consider the self-normalized sums Tn = ∑n i=1 XiYi/ ∑n i=1 Yi, where {Yi : i ≥ 1} are non-negative i.i.d. random variables, and {Xi : i ≥ 1} are i.i.d. random variables, independent of {Yi : i ≥ 1}. The main result of the paper is that each subsequential limit law of Tn is continuous for any non-degenerate X1 with finite expectation, if and only if Y1 is in the centered Feller class.

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ژورنال

عنوان ژورنال: The Annals of Probability

سال: 1994

ISSN: 0091-1798

DOI: 10.1214/aop/1176988852