Imputation of mean of ratios for missing data and its application to PPSWR sampling
文献类型：期刊论文
| 作者 | Zou, Guo Hua1; Li, Ying Fu2; Zhu, Rong1 ; Guan, Zhong3
|
| 刊名 | ACTA MATHEMATICA SINICA-ENGLISH SERIES
 |
| 出版日期 | 2010-05-01 |
| 卷号 | 26期号:5页码:863-874 |
| 关键词 | imputation item nonresponse jackknife variance estimator non-uniform response PPSWR sampling |
| ISSN号 | 1439-8516 |
| DOI | 10.1007/s10114-010-6271-3 |
| 英文摘要 | In practical survey sampling, nonresponse phenomenon is unavoidable. How to impute missing data is an important problem. There are several imputation methods in the literature. In this paper, the imputation method of the mean of ratios for missing data under uniform response is applied to the estimation of a finite population mean when the PPSWR sampling is used. The imputed estimator is valid under the corresponding response mechanism regardless of the model as well as under the ratio model regardless of the response mechanism. The approximately unbiased jackknife variance estimator is also presented. All of these results are extended to the case of non-uniform response. Simulation studies show the good performance of the proposed estimators. |
| 资助项目 | National Natural Science Foundation of China[70625004] ; National Natural Science Foundation of China[10721101] ; National Natural Science Foundation of China[70933003] |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000277368400006 |
| 出版者 | SPRINGER HEIDELBERG |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/10309]  |
| 专题 | 系统科学研究所 |
| 通讯作者 | Zou, Guo Hua |
| 作者单位 | 1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 2.Univ Houston Clear Lake, Dept Math Sci, Houston, TX 77058 USA 3.Indiana Univ, Dept Math Sci, South Bend, IN 46634 USA |
| 推荐引用方式 GB/T 7714 | Zou, Guo Hua,Li, Ying Fu,Zhu, Rong,et al. Imputation of mean of ratios for missing data and its application to PPSWR sampling[J]. ACTA MATHEMATICA SINICA-ENGLISH SERIES,2010,26(5):863-874. |
| APA | Zou, Guo Hua,Li, Ying Fu,Zhu, Rong,&Guan, Zhong.(2010).Imputation of mean of ratios for missing data and its application to PPSWR sampling.ACTA MATHEMATICA SINICA-ENGLISH SERIES,26(5),863-874. |
| MLA | Zou, Guo Hua,et al."Imputation of mean of ratios for missing data and its application to PPSWR sampling".ACTA MATHEMATICA SINICA-ENGLISH SERIES 26.5(2010):863-874. |
入库方式： OAI收割
来源：数学与系统科学研究院
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