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最小二乘估计精度及其界限
引用本文:杨虎.最小二乘估计精度及其界限[J].应用数学和力学,1990,11(11):1019-1025.
作者姓名:杨虎
作者单位:重庆交通学院
摘    要:Puntanen提出用均方误差来度量最小二乘估计的精度,以后Styan,Rao等相继讨论了这种精度及其界限.本文考虑采用广义方差,从而引进了一种新的最小二乘估计精度的度量并讨论了它的界.

关 键 词:精度  相对效率  均方误差  广义方差  矩阵微商  最佳线性无偏估计

The Inefficiency of the Least Squares Estimator and Its Bound
Yang Hu.The Inefficiency of the Least Squares Estimator and Its Bound[J].Applied Mathematics and Mechanics,1990,11(11):1019-1025.
Authors:Yang Hu
Abstract:It was suggested by Pantanen1] that the mean squared error may be used to measure the inefficiency of the least squares estimator. Styan2] and Rao3] et al. discussed this inefficiency and its bound later. In this paper we propose a new inefficiency of the least squares estimator with the measure of generalized variance and obtain its bound.
Keywords:inefficiency  relative efficiency  mean squared error  generalized variance  matrix derivative  best linear unbased estimator
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