Central limit theorem for certain classes of dependent random variables

被引:1
|
作者
Kaminski, M. [1 ]
机构
[1] Oakton Community Coll, Dept Math, Des Plaines, IL 60016 USA
关键词
central limit theorem; dependent random variables;
D O I
10.1137/S0040585X97982396
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Our main interest in this article is the central limit theorem (CLT) for dependent classes of random variables. We computed the exact difference between the characteristic function of the sum of dependent random variables and the characteristic function of the sum of independent random variables of the same distributions. The obtained difference serves for defining the class of dependent random variables such that usual convergence in distribution to the normally distributed random variable holds. The dependency structure; as defined in our class of random variables, can be reflected in some physical phenomena.
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页码:335 / 342
页数:8
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