Sample rotation theory with missing data

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	Sample rotation theory with missing data
	Zou, GH; Feng, SY; Qin, HZ
	2002
发表期刊	SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY
ISSN	1006-9283
卷号	45 期号:1 页码:42-63
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.
关键词	sample rotation auxiliary variable item nonresponse ratio imputation jackknife variance estimator uniform response
语种	英语
WOS研究方向	Mathematics
WOS类目	Mathematics, Applied ; Mathematics
WOS记录号	WOS:000175241700005
出版者	SCIENCE CHINA PRESS
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/17604
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.