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Esquentian of the mean by three stage procedure

 

作者: Toshio Honda,  

 

期刊: Sequential Analysis  (Taylor Available online 1992)
卷期: Volume 11, issue 1  

页码: 73-89

 

ISSN:0747-4946

 

年代: 1992

 

DOI:10.1080/07474949208836245

 

出版商: Marcel Dekker, Inc.

 

关键词: minimum risk problem;three stage procedure;stopping time;conditional expectation;uniform integrability;Taylorys theorem

 

数据来源: Taylor

 

摘要:

Let X1, X2... be i.i.d. observations with mean μ and variance σ2, and suppose that given a sample of size n one wishes to estimate μ by Xn, subject to the loss function Ln= A2(Xn-μ)2+n. When σ2is unknown, the optimal sample size n0for minimizing the risk Rn= E{Ln} cannotbe found. To resolve this problem, Robbins (1959) proposed a sequential procedure whenXiis normally distributed, and then the asymptotic properties have been extensively studied. In this paper, we apply Hall's three stage procedure to the problem without specifying the distribution of Xiand derive the second order asymptotic expansions of the expected sample size and the risk.

 

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