Goodness-of-fit R package for Right-censored data
The main objective of this master s degree thesis is to build a R package for the goodness-of-fit techniques for right-censored data. In this work, we ll cover a survey of the sur-vival analysis, especially the right-censoring and the graphical techniques of goodness-of-fit, the state of the art of...
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| Tipo de recurso: | tesis de maestría |
| Fecha de publicación: | 2017 |
| País: | España |
| Institución: | Universitat Politècnica de Catalunya (UPC) |
| Repositorio: | UPCommons. Portal del coneixement obert de la UPC |
| Idioma: | inglés |
| OAI Identifier: | oai:upcommons.upc.edu:2117/106177 |
| Acceso en línea: | https://hdl.handle.net/2117/106177 |
| Access Level: | acceso abierto |
| Palabra clave: | Survival analysis (Biometry) R package Goodness of fit Survival analysis Programming Right-censoreddata Anàlisi de supervivència (Biometria) Classificació AMS::62 Statistics::62N Survival analysis and censored data Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica |
| Sumario: | The main objective of this master s degree thesis is to build a R package for the goodness-of-fit techniques for right-censored data. In this work, we ll cover a survey of the sur-vival analysis, especially the right-censoring and the graphical techniques of goodness-of-fit, the state of the art of the survival analysis in R, a description of our package, withits two functions, related to the graphical techniques of goodness of fit,prob.plotandcum.haz.plot, and its two datasets, and a testing of the functions of our package |
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