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dc.contributorGómez Melis, Guadalupe
dc.contributorLangohr, Klaus
dc.contributor.authorBesalú Mayol, Mireia
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa
dc.date.accessioned2016-07-15T10:44:43Z
dc.date.available2016-07-15T10:44:43Z
dc.date.issued2016-06
dc.identifier.urihttp://hdl.handle.net/2117/88820
dc.description.abstractThe main goal of this work it is to present a review of the existing methods to deal with the goodness-of-fit for right-censored data. Goodness-of-fit tests are developed to assess whether a given distribution is suited to a data set. Literature on goodness-of-fit tests for right-censored data is scarce and scattered. This master s degree thesis is divided into three different parts. The first part is devoted to review the bibliography of goodness-of-fit test for parametric models with right-censored data. We classify them according to the type of censoring and the methodology used, and we also propose a unified notation. The second part it focuses on the theoretic explanation of the Generalized Chi Squared test. Finally, the last part of the work presents an implementation in R of the Generalized Chi-Squared test for complete and right-censored data. We also have applied the above methods to some data sets and we have analyzed the results.
dc.language.isoeng
dc.publisherUniversitat Politècnica de Catalunya
dc.publisherUniversitat de Barcelona
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
dc.subject.lcshSurvival analysis (Biometry)
dc.subject.otherGoodness-of-fit
dc.subject.otherRight-censored
dc.subject.otherChi-squared
dc.subject.otherImplementation
dc.titleTesting Goodness-of-Fit of Parametric Survival Models for Right Censored Data
dc.typeMaster thesis
dc.subject.lemacAnàlisi de supervivència (Biometria)
dc.subject.amsClassificació AMS::62 Statistics::62N Survival analysis and censored data
dc.identifier.slugFME-1346
dc.rights.accessOpen Access
dc.date.updated2016-07-15T05:41:51Z
dc.audience.educationlevelMàster
dc.audience.mediatorUniversitat Politècnica de Catalunya. Facultat de Matemàtiques i Estadística


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