The product of independent random variables with slowly varying truncated moments

Author:

Shimura Takaaki

Abstract

AbstractThe Mellin-Stieltjes convolution and related decomposition of distributions in M(α) (the class of distributions μ on (0, ∞) with slowly varying αth truncated moments ) are investigated. Maller shows that if X and Y are independent non-negative random variables with distributions μ and v, respectively, and both μ and v are in D2, the domain attraction of Gaussian distribution, then the distribution of the product XY (that is, the Mellin-Stieltjes convolution μ ^ v of μ and v) also belongs to it. He conjectures that, conversely, if μ ∘ v belongs to D2, then both μ and v are in it. It is shown that this conjecture is not true: there exist distributions μ ∈ D2 and v μ ∈ D2 such that μ ^ v belongs to D2. Some subclasses of D2 are given with the property that if μ ^ v belongs to it, then both μ and v are in D2.

Publisher

Cambridge University Press (CUP)

Subject

General Mathematics,Statistics and Probability

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. On relative stability and weighted laws of large numbers;Extremes;2016-09-28

2. On the behavior of the product of independent random variables;Science in China Series A;2006-01

3. The Product of Independent Random Variables with Regularly Varying Tails;Recent Developments in Infinite-Dimensional Analysis and Quantum Probability;2001

4. The product of independent random variables with regularly varying tails;Acta Applicandae Mathematicae;2000

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