Empirical Bayes sequential estimation of binomial probabilities

被引:3
|
作者
Karunamuni, RJ [1 ]
Prasad, NGN [1 ]
机构
[1] Univ Alberta, Dept Math & Stat Sci, Edmonton, AB, Canada
关键词
beta-binomial model; clinical trials; empirical Bayes; historical trials; sequential methods;
D O I
10.1081/SAC-120013111
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
In this article we investigate empirical Bayes procedures for estimates of binomial probabilities. We propose a sequential approach (vs. the usual fixed sample size) for esti mation of p. The small sample behaviour of the proposed method is studied through a Monte Carlo experiment based on dataset applications drawn from carcinogenesis bioassays. Most of the conclusions are drawn from simulation studies which are themselves based on the applications.
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页码:61 / 71
页数:11
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