Univariate parametric survival analysis using GS-distributions.
The GS-distribution is a family of distributions that provide an accurate representation of any unimodal univariate continuous distribution. In this contribution we explore the utility of this family as a general model in survival analysis. We show that the survival function based on the GS-distribu...
| Autores: | , , , |
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| Tipo de recurso: | artículo |
| Fecha de publicación: | 2006 |
| 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:2099/3790 |
| Acceso en línea: | https://hdl.handle.net/2099/3790 |
| Access Level: | acceso abierto |
| Palabra clave: | Distribution (Probability theory) Survival Analysis Statistics Distribució (Teoria de la probabilitat) Estadística Aplicacions (Matemàtica) Classificació AMS::62 Statistics::62E Distribution theory Classificació AMS::62 Statistics::62N Survival analysis and censored data Classificació AMS::62 Statistics::62P Applications |
| Sumario: | The GS-distribution is a family of distributions that provide an accurate representation of any unimodal univariate continuous distribution. In this contribution we explore the utility of this family as a general model in survival analysis. We show that the survival function based on the GS-distribution is able to provide a model for univariate survival data and that appropriate estimates can be obtained. We develop some hypotheses tests that can be used for checking the underlying survival model and for comparing the survival of different groups. |
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