A multivariate CLT for local dependence with n(-1/2) log n rate and applications to multivariate graph related statistics

被引:59
作者
Rinott, Y [1 ]
Rotar, V [1 ]
机构
[1] RUSSIAN ACAD SCI,CENT ECON MATH INST,MOSCOW 117901,RUSSIA
基金
美国国家科学基金会;
关键词
Stein's method; random graphs; multivariate statistics;
D O I
10.1006/jmva.1996.0017
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
This paper concerns the rate of convergence in the central limit theorem for certain local dependence structures. The main goal of the paper is to obtain estimates of the rate in the multidimensional case. Certain one-dimensional results are also improved by using some more flexible characteristics of dependence. Assuming the summands are bounded, we obtain rates close to those for independent variables. As an application we study the rate of the normal approximation of certain graph related statistics which arise in testing equality of several multivariate distributions. (C) 1996 Academic Press, Inc.
引用
收藏
页码:333 / 350
页数:18
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