M-Splines baseline hazard approximation for the proportional hazard model with right censored data

dc.contributor.advisorSal Y Rosas Celi, Victor Giancarlo
dc.contributor.authorJuarez García, Omar Alejandro
dc.date.accessioned2023-07-20T21:32:19Z
dc.date.available2023-07-20T21:32:19Z
dc.date.created2023
dc.date.issued2023-07-20
dc.description.abstractThe proportional hazard model plays a fundamental role in the analysis of time-to-event data. In this thesis, we conduct a simulation study to evaluate the performance of M-splines to estimate the baseline cumulative hazard function for the proportional hazard model. We assess the effect of sample size and number of knots in the estimation process. Finally, we apply this method to a sample of students from a university where the event of interest is the payment on time of the last tuition fee.es_ES
dc.identifier.urihttp://hdl.handle.net/20.500.12404/25419
dc.language.isoenges_ES
dc.publisherPontificia Universidad Católica del Perúes_ES
dc.publisher.countryPEes_ES
dc.rightsinfo:eu-repo/semantics/openAccesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc/2.5/pe/*
dc.subjectAnálisis de regresiónes_ES
dc.subjectSplines (Análisis numérico)es_ES
dc.subject.ocdehttps://purl.org/pe-repo/ocde/ford#1.01.03es_ES
dc.titleM-Splines baseline hazard approximation for the proportional hazard model with right censored dataes_ES
dc.typeinfo:eu-repo/semantics/masterThesises_ES
renati.advisor.dni40361284
renati.advisor.orcidhttps://orcid.org/0000-0001-8636-7142es_ES
renati.author.dni71542123
renati.discipline542037es_ES
renati.jurorBenites Sanchez, Luis Enriquees_ES
renati.jurorSal Y Rosas Celi, Victor Giancarloes_ES
renati.jurorQuiroz Cornejo, Zaida Jesúses_ES
renati.levelhttps://purl.org/pe-repo/renati/level#maestroes_ES
renati.typehttps://purl.org/pe-repo/renati/type#tesises_ES
thesis.degree.disciplineEstadísticaes_ES
thesis.degree.grantorPontificia Universidad Católica del Perú. Escuela de Posgrado.es_ES
thesis.degree.levelMaestríaes_ES
thesis.degree.nameMaestro en Estadísticaes_ES

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