Fully Nonparametric Regression Modelling of Misclassified Censored Time-to-Event Data

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dc.catalogadordfo
dc.contributor.authorJara, Alejandro
dc.contributor.authorGarcia Zattera, María José
dc.contributor.authorKomárek, Arnost
dc.date.accessioned2024-06-26T14:29:20Z
dc.date.available2024-06-26T14:29:20Z
dc.date.issued2015
dc.description.abstractWe propose a fully nonparametric modelling approach for time-to-event regression data, when the response of interest can only be determined to lie in an interval obtained from a sequence of examination times and the determination of the occurrence of the event is subject to misclassification. The covariate-dependent time-to-event distributions are modelled using a linear dependent Dirichlet process mixture model. A general misclassification model is discussed, considering the possibility that different examiners were involved in the assessment of the occurrence of the events for a given subject across time. An advantage of the proposed model is that the underlying time-to-event distributions and the misclassification parameters can be estimated without any external information about the latter parameters.
dc.description.funderFONDECYT
dc.fuente.origenHistorial Académico
dc.identifier.citationAlejandro Jara, María José García-Zattera, Arnost Komárek. Fully Nonparametric Regression Modelling of Misclassified Censored Time-to-Event Data. In: Riten Mitra and Peter Mueller,editors. Nonparametric Bayesian Inference in Biostatistics. Springer; 2015. p. 247-267.
dc.identifier.doi10.1007/978-3-319-19518-6_12
dc.identifier.isbn978-3-319-19517-9
dc.identifier.urihttps://doi.org/10.1007/978-3-319-19518-6_12
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/86862
dc.identifier.wosidWOS:000376610800013
dc.information.autorucMatemática;Alejandro Jara;S/I;127927
dc.information.autorucFacultad de Matemáticas; Garcia Zattera Maria Jose; S/I; 14903
dc.language.isoen
dc.nota.accesoContenido parcial
dc.pagina.final267
dc.pagina.inicio247
dc.relation.ispartofNonparametric Bayesian Inference in Biostatistics
dc.rightsacceso restringido
dc.subjectHazard Function
dc.subjectDirichlet Process
dc.subjectAccelerate Failure Time Model
dc.subjectGamma Process
dc.subjectDirichlet Process Mixture
dc.subject.ddc510
dc.subject.deweyMatemática física y químicaes_ES
dc.subject.ods03 Good health and well-being
dc.subject.odspa03 Salud y bienestar
dc.titleFully Nonparametric Regression Modelling of Misclassified Censored Time-to-Event Data
dc.typecapítulo de libro
sipa.codpersvinculados127927
sipa.codpersvinculados14903
sipa.trazabilidadHistorial Académico;09-07-2021
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