blupestimationoflinearmixedeffectsmodelswithmeasurementerrorsanditsapplicationstotheestimationofsmallareas

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	blupestimationoflinearmixedeffectsmodelswithmeasurementerrorsanditsapplicationstotheestimationofsmallareas
	Zhu Rong; Zou Guohua
	2014
发表期刊	actamathematicasinicaenglishseries
ISSN	1439-8516
卷号	30 期号:12 页码:2027
摘要	The linear mixed-effects model (LMM) is a very useful tool for analyzing cluster data. In practice, however, the exact values of the variables are often difficult to observe. In this paper, we consider the LMM with measurement errors in the covariates. The empirical BLUP estimator of the linear combination of the fixed and random effects and its approximate conditional MSE are derived. The application to the estimation of small area is provided. Simulation study shows good performance of the proposed estimators.
语种	英语
资助项目	[National Natural Science Foundation of China] ; [National Bureau of Statistics of China]
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/39508
专题	系统科学研究所
作者单位	中国科学院数学与系统科学研究院
推荐引用方式 GB/T 7714	Zhu Rong,Zou Guohua. blupestimationoflinearmixedeffectsmodelswithmeasurementerrorsanditsapplicationstotheestimationofsmallareas[J]. actamathematicasinicaenglishseries,2014,30(12):2027.
APA	Zhu Rong,&Zou Guohua.(2014).blupestimationoflinearmixedeffectsmodelswithmeasurementerrorsanditsapplicationstotheestimationofsmallareas.actamathematicasinicaenglishseries,30(12),2027.
MLA	Zhu Rong,et al."blupestimationoflinearmixedeffectsmodelswithmeasurementerrorsanditsapplicationstotheestimationofsmallareas".actamathematicasinicaenglishseries 30.12(2014):2027.