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Testing Goodness-of-Fit of Parametric Survival Models for Right Censored Data
dc.contributor | Gómez Melis, Guadalupe |
dc.contributor | Langohr, Klaus |
dc.contributor.author | Besalú Mayol, Mireia |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa |
dc.date.accessioned | 2016-07-15T10:44:43Z |
dc.date.available | 2016-07-15T10:44:43Z |
dc.date.issued | 2016-06 |
dc.identifier.uri | http://hdl.handle.net/2117/88820 |
dc.description.abstract | The 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.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya |
dc.publisher | Universitat de Barcelona |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica |
dc.subject.lcsh | Survival analysis (Biometry) |
dc.subject.other | Goodness-of-fit |
dc.subject.other | Right-censored |
dc.subject.other | Chi-squared |
dc.subject.other | Implementation |
dc.title | Testing Goodness-of-Fit of Parametric Survival Models for Right Censored Data |
dc.type | Master thesis |
dc.subject.lemac | Anàlisi de supervivència (Biometria) |
dc.subject.ams | Classificació AMS::62 Statistics::62N Survival analysis and censored data |
dc.identifier.slug | FME-1346 |
dc.rights.access | Open Access |
dc.date.updated | 2016-07-15T05:41:51Z |
dc.audience.educationlevel | Màster |
dc.audience.mediator | Universitat Politècnica de Catalunya. Facultat de Matemàtiques i Estadística |
dc.audience.degree | MÀSTER UNIVERSITARI EN ESTADÍSTICA I INVESTIGACIÓ OPERATIVA (Pla 2013) |
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