blupestimationoflinearmixedeffectsmodelswithmeasurementerrorsanditsapplicationstotheestimationofsmallareas
文献类型：期刊论文
| 作者 | Zhu Rong ; Zou Guohua
|
| 刊名 | actamathematicasinicaenglishseries
 |
| 出版日期 | 2014 |
| 卷号 | 30期号:12页码:2027 |
| ISSN号 | 1439-8516 |
| 英文摘要 | 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. |
| 资助项目 | [National Natural Science Foundation of China] ; [National Bureau of Statistics of China] |
| 语种 | 英语 |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/39507]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。