Estimating stein's constants for compound Poisson approximation

被引:14
作者
Barbour, AD
Xia, A
机构
[1] Univ Zurich, Inst Angew Math, CH-8057 Zurich, Switzerland
[2] Univ New S Wales, Sch Math, Dept Stat, Sydney, NSW 2052, Australia
关键词
coupling; immigration-death process; Kolmogorov metric; Stein's method;
D O I
10.2307/3318506
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
Stein's method for compound Poisson approximation was introduced by Barbour, Chen and Loh. One difficulty in applying the method is that the bounds on the solutions of the Stein equation are by no means as good as for Poisson approximation. We show that, for the Kolmogorov metric and under a condition on the parameters of the approximating compound Poisson distribution, bounds comparable with those obtained for the Poisson distribution can be recovered.
引用
收藏
页码:581 / 590
页数:10
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