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D-OPTIMALITY OF GROUP TESTING FOR JOINT ESTIMATION OF CORRELATED RARE DISEASES WITH MISCLASSIFICATION
Li, Qizhai1; Liu, Aiyi2; Xiong, Wenjun3
2017-04-01
Source PublicationSTATISTICA SINICA
ISSN1017-0405
Volume27Issue:2Pages:823-838
AbstractThe D-optimal criterion is used to derive an optimality property of group testing in estimation of the prevalence of two rare correlated diseases when the disease statuses are classified with error. Exact ranges of disease prevalence are obtained in which group testing is more efficient than conventional methods of random sampling.
KeywordBinary outcomes classification error D-optimal criterion group testing maximum likelihood estimate prevalence
DOI10.5705/ss.202015.0178
Language英语
Funding ProjectNational Science Foundation of China[11371353] ; National Science Foundation of China[61134013] ; Breakthrough Project of Strategic Priority Program of the Chinese Academy of Sciences[XDB13040600] ; Intramural Research Program of the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) ; National Institutes of Health (NIH) ; Guangxi Natural Science Foundation[2015GXNSFBA139016]
WOS Research AreaMathematics
WOS SubjectStatistics & Probability
WOS IDWOS:000397365300017
PublisherSTATISTICA SINICA
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/25139
Collection系统科学研究所
Affiliation1.Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst Control, Beijing 100190, Peoples R China
2.NICHD, Biostat & Bioinformat Branch, NIH, Bethesda, MD USA
3.Guangxi Normal Univ, Sch Math & Stat, Guilin 541004, Peoples R China
Recommended Citation
GB/T 7714
Li, Qizhai,Liu, Aiyi,Xiong, Wenjun. D-OPTIMALITY OF GROUP TESTING FOR JOINT ESTIMATION OF CORRELATED RARE DISEASES WITH MISCLASSIFICATION[J]. STATISTICA SINICA,2017,27(2):823-838.
APA Li, Qizhai,Liu, Aiyi,&Xiong, Wenjun.(2017).D-OPTIMALITY OF GROUP TESTING FOR JOINT ESTIMATION OF CORRELATED RARE DISEASES WITH MISCLASSIFICATION.STATISTICA SINICA,27(2),823-838.
MLA Li, Qizhai,et al."D-OPTIMALITY OF GROUP TESTING FOR JOINT ESTIMATION OF CORRELATED RARE DISEASES WITH MISCLASSIFICATION".STATISTICA SINICA 27.2(2017):823-838.
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