期刊文献+

Maximum Likelihood Estimation of Ratios of Means and Standard Deviations from Normal Populations with Different Sample Numbers under Semi-Order Restriction

正态总体均值与标准差比在简单半序约束下的最大似然估计(英文)
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摘要 For two normal populations with unknown means μi and variances σi2 > 0, i = 1,2, assume that there is a semi-order restriction between ratios of means and standard deviations and sample numbers of two normal populations are different. A procedure of obtaining the maximum likelihood estimators of μi’s and σi’s under the semi-order restrictions is proposed. For i = 3 case, some connected results and simulations are given. For two normal populations with unknown means μi and variances σi2 > 0, i = 1,2, assume that there is a semi-order restriction between ratios of means and standard deviations and sample numbers of two normal populations are different. A procedure of obtaining the maximum likelihood estimators of μi’s and σi’s under the semi-order restrictions is proposed. For i = 3 case, some connected results and simulations are given.
出处 《Journal of Mathematical Research and Exposition》 CSCD 北大核心 2008年第4期1031-1036,共6页 数学研究与评论(英文版)
基金 the National Natural Science Foundation of China (No.10431010) the Science Foundation of the Educational Department of Liaoning Province (No. 20060409)
关键词 semi-order restriction maximum likelihood estimator likelihood function PAVA algorithm. semi-order restriction maximum likelihood estimator likelihood function PAVA algorithm.
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参考文献5

  • 1BARLOW R E,BARTHOLOREMEW D J,BREMNER J M, et al.Statistical Inference under Order Restrictions[]..1972
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  • 5Shi NingZhong.Maximum likelihood estimation of means and variances from normal populations under simultaneous order restrictions[].Journal of Multivarite Analysis.1994

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