On strong embeddings by Stein's method

被引:3
|
作者
Bhattacharjee, Chinmoy [1 ]
Goldstein, Larry [1 ]
机构
[1] Univ So Calif, Los Angeles, CA 90089 USA
来源
ELECTRONIC JOURNAL OF PROBABILITY | 2016年 / 21卷
关键词
strong approximation; coupling; zero bias; exchangeability; PARTIAL SUMS; APPROXIMATION; TUSNADY; KOMLOS; BOUNDS;
D O I
10.1214/16-EJP4299
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
Strong embeddings, that is, couplings between a partial sum process of a sequence of random variables and a Brownian motion, have found numerous applications in probability and statistics. We extend Chatterjee's novel use of Stein's method for {-1, +1} valued variables to a general class of discrete distributions, and provide log n rates for the coupling of partial sums of independent variables to a Brownian motion, and results for coupling sums of suitably standardized exchangeable variables to a Brownian bridge.
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页数:30
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