首页   按字顺浏览 期刊浏览 卷期浏览 Sequential Optimum Procedures for Unbiased Estimation of a Binomial Parameter
Sequential Optimum Procedures for Unbiased Estimation of a Binomial Parameter

 

作者: M.T. Wasan,  

 

期刊: Technometrics  (Taylor Available online 1964)
卷期: Volume 6, issue 3  

页码: 259-271

 

ISSN:0040-1706

 

年代: 1964

 

DOI:10.1080/00401706.1964.10490183

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

Letx1,x2, …xn, … be a sequence of independent random variables with a common density functionP(x= 1) =p,P(x= 0) = 1 –p, 0 <p< 1. This paper considers the non-randomized sequential procedures δ's for estimatingpand the following three problems on choice of δ. (i) Choose δ to minimizeEv(Zδ–P)2subject toEpNδ≤mwherem≥ 1 andZδis an unbiased estimate ofp; (ii) Choose δ to minimizeEpNδsubject toEp(Zδ–p)2≤ α where α is a real positive number; (iii) choose δ to minimizeCEpNδ+Ep(Zδ–p)2whereCis the cost of an observation. In each case the minimization is to be done uniformly inpif possible; otherwise the supremum overpof the risk in question is to be minimized. A procedure is constructed for problem (i) whenmis not an integer. A fixed sample size procedure is shown to be admissible and minimax for problem (ii). A procedure is constructed which is asymptotically uniformly better than the fixed sample size for problem (ii). Furthermore, for problem (iii) some optimum procedures are constructed.

 

点击下载:  PDF (726KB)



返 回