南方科技大学知识苑(SUSTech KC): Asymptotic confidence interval construction for proportion ratio based on correlated paired data

题名	Asymptotic confidence interval construction for proportion ratio based on correlated paired data
作者	Peng，Xuan 1; Liu，Chang 2 ; Liu，Song 1; Ma，Chang Xing 1
发表日期	2019
DOI	10.1080/10543406.2019.1584629
发表期刊	Journal of Biopharmaceutical Statistics 影响因子和分区
ISSN	1054-3406
EISSN	1520-5711
卷号	29 期号:6页码:1137-1152
摘要	In ophthalmological and otolaryngology studies, measurements obtained from both organs (e.g., eyes or ears) of an individual are often highly correlated. Ignoring the intraclass correlation between paired measurements may yield biased inferences. In this article, four different confidence interval (CI) construction methods (maximum likelihood estimates based Wald-type CI, profile likelihood CI, asymptotic score CI and an existing method adjusted for correlated bilateral data) are applied to this type of correlated bilateral data to construct CI for proportion ratio, taking the intraclass correlation into consideration. The coverage probabilities and widths of the resulting CIs are compared with each other in a Monte Carlo simulation study to evaluate their performances. A real dataset from an ophthalmologic study is used to illustrate our methodology.
关键词	Confidence interval correlated bilateral data profile likelihood method proportion ratio score method Wald method
相关链接	[Scopus记录]
收录类别	SCI
语种	英语
学校署名	其他
WOS研究方向	Pharmacology & Pharmacy ; Mathematics
WOS类目	Pharmacology & Pharmacy ; Statistics & Probability
WOS记录号	WOS:000531814500013
出版者	TAYLOR & FRANCIS INC
Scopus记录号	2-s2.0-85062470855
来源库	Scopus
引用统计	被引频次[WOS]：4
成果类型	期刊论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/44141
专题	理学院_数学系
作者单位	1.Department of BiostatisticsUniversity at Buffalo,Buffalo,United States 2.Department of MathematicsSouthern University of Science and Technology,Shenzhen,China
推荐引用方式 GB/T 7714	Peng，Xuan,Liu，Chang,Liu，Song,et al. Asymptotic confidence interval construction for proportion ratio based on correlated paired data[J]. Journal of Biopharmaceutical Statistics,2019,29(6):1137-1152.
APA	Peng，Xuan,Liu，Chang,Liu，Song,&Ma，Chang Xing.(2019).Asymptotic confidence interval construction for proportion ratio based on correlated paired data.Journal of Biopharmaceutical Statistics,29(6),1137-1152.
MLA	Peng，Xuan,et al."Asymptotic confidence interval construction for proportion ratio based on correlated paired data".Journal of Biopharmaceutical Statistics 29.6(2019):1137-1152.