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AN EMPIRICAL BAYES TWO-SIDED TEST PROBLEM FOR CONTINUOUS ONE-PARAMETER EXPONENTIAL FAMILIES
被引:11
|作者:
韦来生
[1
]
机构:
[1] University of Science & Technology of China Hefei
基金:
中国国家自然科学基金;
关键词:
Empirical Bayes;
two-sided test;
exponential family;
asymptotically optimality;
convergence rates;
D O I:
暂无
中图分类号:
学科分类号:
摘要:
An empirical Bayes(EB)two-sided test problem about the continuousone-parameter exponential family has been discussed.We construct the EB test decisionrule and prove its asymptotical optimality.Further,we get its convergence ratesO(n~(-(λ(s-2))/(2s+1))under suitable conditions,where 0<λ<2,and s>2 is a given natural number.Finally,some examples about the result of the convergence rates are given.
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页码:369 / 384
页数:16
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