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具有未知误差方差的多元正态线性模型中回归系数的所有k-容许估计
引用本文:邓起荣,陈建宝.具有未知误差方差的多元正态线性模型中回归系数的所有k-容许估计[J].数学学报,1998,41(2):385-392.
作者姓名:邓起荣  陈建宝
作者单位:[1]云南教育学院数学系 [2]云南大学统计系
基金项目:云南省应用基础研究基金
摘    要:考虑多元线性模型Y~N(XΘ,σ2ImV),和SXΘ的估计问题,取损失函数为(σ-SXΘ)′(δ-SXΘ),本文定义所谓的k-容许性和Φ(k)-容许性.本文在一定条件下得到了SXΘ的线性估计LY+D在一切估计类中k-容许和Φ(k)-容许的充要条件.一般情况下得到了充分条件和必要条件.

关 键 词:多元正态线性模型,未知方差,k-容许,Φ(k)-容许
收稿时间:1996-5-3
修稿时间:1997-4-2

All k -Admissible Estimators of Regression Coefficients in Multivariate Normal Linear Models with Unknown Error Variance
Deng Qirong.All k -Admissible Estimators of Regression Coefficients in Multivariate Normal Linear Models with Unknown Error Variance[J].Acta Mathematica Sinica,1998,41(2):385-392.
Authors:Deng Qirong
Institution:Deng Qirong ( Department of Mathematics, Education College, Kunming 650223 , China ) Chen Jianbao ( Department of Statistics, Yunnan University, Kunming 650091 , China )
Abstract:Consider the multivariate linear model Y~N(XΘ,σ 2I mV) , and the estimation problem of SXΘ ,selecting the loss as (δ-SXΘ)′(δ-SXΘ) We have defined the so-called k -admissibility and Φ(k) -admissibility can be defined. The necessary and sufficient conditions, under some restriction, for the estimator LY+D of SXΘ to be k -admissible and Φ(k) -admissible are obtained,respectively. For general case the necessary conditions and sufficientconditions are also given.
Keywords:Multivariate normal linear models  Unknown error variance    k  -admissible    Φ(k)  -admissible
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