Verification bias on sensitivity and specificity measurements in diagnostic medicine: a comparison of some approaches used for correction

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dc.authorid0000-0002-8335-1927en_US
dc.contributor.authorÜnal, İlker
dc.contributor.authorBurgut, Hüseyin Refik
dc.date.accessioned2024-07-12T21:04:38Z
dc.date.available2024-07-12T21:04:38Z
dc.date.issued2014en_US
dc.departmentFakülteler, Tıp Fakültesien_US
dc.description.abstractVerification bias may occur when the test results of not all subjects are verified by using a gold standard. The correction for this bias can be made using different approaches depending on whether missing gold standard test results are random or not. Some of these approaches with binary test and gold standard results include the correction method by Begg and Greenes, lower and upper limits for diagnostic measurements by Zhou, logistic regression method, multiple imputation method, and neural networks. In this study, all these approaches are compared by employing a real and simulated data under different conditions.en_US
dc.identifier.citationÜnal, İ. ve Burgut, H. R. (2014). Verification bias on sensitivity and specificity measurements in diagnostic medicine: a comparison of some approaches used for correction. Journal of Applied Statistics. 41(5), s. 1091-1104.en_US
dc.identifier.endpage1104en_US
dc.identifier.issn1360-0532
dc.identifier.issue5en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage1091en_US
dc.identifier.urihttps://www.tandfonline.com/doi/full/10.1080/02664763.2013.862217
dc.identifier.urihttps://hdl.handle.net/20.500.12415/3797
dc.identifier.volume41en_US
dc.institutionauthorBurgut, Hüseyin Refik
dc.institutionauthorBurgut, Hüseyin Refik
dc.language.isoenen_US
dc.publisherTaylor and Francis Onlineen_US
dc.relation.ispartofJournal of Applied Statisticsen_US
dc.relation.isversionof10.1080/02664763.2013.862217en_US
dc.relation.publicationcategoryUluslararası Hakemli Dergide Makale - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKY01795
dc.subjectVerification biasen_US
dc.subjectBegg and Greenes correctionen_US
dc.subjectMultiple imputationen_US
dc.subjectMARen_US
dc.subjectNMARen_US
dc.titleVerification bias on sensitivity and specificity measurements in diagnostic medicine: a comparison of some approaches used for correctionen_US
dc.typeArticle
dspace.entity.typePublication

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