Sample rotation theory with missing data
文献类型：期刊论文
| 作者 | Zou, GH; Feng, SY; Qin, HZ |
| 刊名 | SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY
 |
| 出版日期 | 2002 |
| 卷号 | 45期号:1页码:42-63 |
| 关键词 | sample rotation auxiliary variable item nonresponse ratio imputation jackknife variance estimator uniform response |
| ISSN号 | 1006-9283 |
| 英文摘要 | This paper studies how the sample rotation method is applied to the case where item nonresponse occurs in surveys. The two cases where the response to the first occasion is complete or incomplete are considered. Using ratio imputation method, the estimators of the current population mean are proposed, which are valid under uniform response regardless of the model and under the ratio model regardless of the response mechanism. Under uniform response, the variances of the proposed estimators are derived. Interestingly, although their expressions are similar, the estimator for the case of incomplete response on the first occasion can have smaller variance than the one for the case of complete response on the first occasion under uniform response. The linearized jackknife variance estimators are also given. These variance estimators prove to be approximately design-unbiased under uniform response. It should be noted that similar property on variance estimators has not been discussed in literature. |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000175241700005 |
| 出版者 | SCIENCE CHINA PRESS |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/17603]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Zou, GH |
| 作者单位 | Chinese Acad Sci, Inst Syst Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zou, GH,Feng, SY,Qin, HZ. Sample rotation theory with missing data[J]. SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY,2002,45(1):42-63. |
| APA | Zou, GH,Feng, SY,&Qin, HZ.(2002).Sample rotation theory with missing data.SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY,45(1),42-63. |
| MLA | Zou, GH,et al."Sample rotation theory with missing data".SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY 45.1(2002):42-63. |
入库方式： OAI收割
来源：数学与系统科学研究院
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