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dc.contributor.authorInácio, V
dc.contributor.authorGonzález-Manteiga, W
dc.contributor.authorFebrero-Bande, M
dc.contributor.authorGude Sampedro, Francisco 
dc.contributor.authorAlonzo, T A
dc.contributor.authorCadarso Suárez, Carmen
dc.contributor.authorInacio, V
dc.contributor.authorGonzalez-Manteiga, W
dc.contributor.authorCadarso-Suarez, C
dc.date.accessioned2017-06-07T07:17:45Z
dc.date.available2017-06-07T07:17:45Z
dc.date.issued2012
dc.identifier.issn1465-4644
dc.identifier.urihttp://hdl.handle.net/20.500.11940/4808
dc.description.abstractThe receiver operating characteristic (ROC) curve is the most widely used measure for evaluating the discriminatory performance of a continuous marker. Often, covariate information is also available and several regression methods have been proposed to incorporate covariate information in the ROC framework. Until now, these methods are only developed for the case where the covariate is univariate or multivariate. We extend ROC regression methodology for the case where the covariate is functional rather than univariate or multivariate. To this end, semiparametric-and nonparametric-induced ROC regression estimators are proposed. A simulation study is performed to assess the performance of the proposed estimators. The methods are applied to and motivated by a metabolic syndrome study in Galicia (NW Spain).
dc.language.isoeng
dc.titleExtending induced ROC methodology to the functional context
dc.typeArtigoes
dc.authorsophosInácio, V
dc.authorsophosGonzález-Manteiga, W
dc.authorsophosFebrero-Bande, M
dc.authorsophosGude, F
dc.authorsophosAlonzo, T A
dc.authorsophosCadarso-Suárez, C
dc.authorsophosInacio, V
dc.authorsophosGonzalez-Manteiga, W
dc.authorsophosCadarso-Suarez, C
dc.identifier.doi10.1093/biostatistics/kxs007
dc.identifier.isi308885800003
dc.identifier.pmid22474123
dc.identifier.sophos7938
dc.issue.number4
dc.journal.titleBIOSTATISTICS
dc.organizationServizo Galego de Saúde::Estrutura de Xestión Integrada (EOXI)::EOXI de Santiago - Complexo Hospitalario Universitario de Santiago::Epidemioloxía Clínica
dc.organizationServizo Galego de Saúde::Estrutura de Xestión Integrada (EOXI)::EOXI de Santiago::IDIS.- Instituto de investigaciones sanitarias de Santiago
dc.page.initial594
dc.page.final608
dc.relation.publisherversionhttps://academic.oup.com/biostatistics/article-pdf/13/4/594/663038/kxs007.pdfes
dc.rights.accessRightsopenAccess
dc.typesophosArtículo Original
dc.volume.number13


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