CSpace
Sample rotation theory with missing data
Zou, GH; Feng, SY; Qin, HZ
2002
Source PublicationSCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY
ISSN1006-9283
Volume45Issue:1Pages:42-63
AbstractThis 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.
Keywordsample rotation auxiliary variable item nonresponse ratio imputation jackknife variance estimator uniform response
Language英语
WOS Research AreaMathematics
WOS SubjectMathematics, Applied ; Mathematics
WOS IDWOS:000175241700005
PublisherSCIENCE CHINA PRESS
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/17604
Collection中国科学院数学与系统科学研究院
AffiliationChinese Acad Sci, Inst Syst Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China
Recommended Citation
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.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Zou, GH]'s Articles
[Feng, SY]'s Articles
[Qin, HZ]'s Articles
Baidu academic
Similar articles in Baidu academic
[Zou, GH]'s Articles
[Feng, SY]'s Articles
[Qin, HZ]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Zou, GH]'s Articles
[Feng, SY]'s Articles
[Qin, HZ]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.