STEIN'S METHOD OF NORMAL APPROXIMATION: SOME RECOLLECTIONS AND REFLECTIONS

被引:3
|
作者
Chen, Louis H. Y. [1 ]
机构
[1] Natl Univ Singapore, Dept Math, Singapore, Singapore
来源
ANNALS OF STATISTICS | 2021年 / 49卷 / 04期
关键词
Stein's method; normal approximation; Stein equation; Stein identity; concentration inequality; exchangeable pair;
D O I
10.1214/21-AOS2083
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 is a short exposition of Stein's method of normal approximation from my personal perspective. It focuses mainly on the characterization of the normal distribution and the construction of Stein identities. Through examples, it provides glimpses into the many approaches to constructing Stein identities and the diverse applications of Stein's method to mathematical problems. It also includes anecdotes of historical interest, including how Stein discovered his method and how I found an unpublished proof of his of the Berry-Esseen theorem.
引用
收藏
页码:1850 / 1863
页数:14
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