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一般线性模型下删除观测值的影响
Effect of Deleting an Observation on Estimator in General Lnear Models
【摘要】 在一般情形下,给出了在模M={Y,Xβ,σ2V}与删除第i个观测值后得到的模型Md={Yd,Xdβ,σ2Vd}下Xdβ的最佳线性无偏估计差的表达式.得到了二者相等的充要条件,给出了在模型Md下Xdβ的最小二乘估计是M下Xdβ的最佳线性无偏估计的充要条件,以及Md下σ2的最小范数二次无偏估计是M下σ2的最小范数二次无偏估计的充要条件.
【Abstract】 A formula for the difference between the BLUEs of Xβ under M={Y,Xβ,σ 2V} and the BLUEs of X dβ under M d={Y d,X dβ,σ 2V d} is given.Further the necessary and sufficient conditions for the equality of above two estimators are established, and the necessary and sufficient conditions for the equality of the OLSE of X dβ under M d and the BLUEs of X dβ under M are established.It also give the necessary and sufficient condition for the NINQUE of σ 2 under M d to be the MINQUE of σ 2 under M.
【关键词】 线性模型;
广义逆;
最小二乘估计;
最佳线性无偏估计;
最小范数二次无偏估计;
【Key words】 linear model; generalied inverse; ordinary least squares estimator; best linear unbiased estimator; minimum norm quadratic unbiased estimator;
【Key words】 linear model; generalied inverse; ordinary least squares estimator; best linear unbiased estimator; minimum norm quadratic unbiased estimator;
【基金】 国家自然科学基金
- 【文献出处】 东北师大学报(自然科学版) ,JOURNAL OF NORTHEAST NORMAL UNIVERSITY (NATURAL SCIENCE EDITION) , 编辑部邮箱 ,1998年03期
- 【分类号】O141.4
- 【被引频次】1
- 【下载频次】35