Identificador persistente para citar o vincular este elemento:
http://hdl.handle.net/10553/70809
| Título: | A family of generalised beta distributions: properties and applications | Autores/as: | Gómez Déniz, Emilio Sarabia, José María |
Clasificación UNESCO: | 1209 Estadística | Palabras clave: | Beta distribution Data fitting Estimation Generalised gamma distribution G3B distribution, et al. |
Fecha de publicación: | 2018 | Publicación seriada: | Annals of data science | Resumen: | Abstract A family of continuous distributions with bounded support, which is a generalisation of the standard beta distribution, is introduced. We study some basic properties of the new family and simulation experiments are performed to observe the behaviour of the maximum likelihood estimators. We also derive a multivariate version of the proposed distributions. Three numerical experiments were performed to determine the flexibility of the new family of distributions in comparison with other extensions of the beta distribution that have been proposed. In this respect, the new family was found to be superior. | URI: | http://hdl.handle.net/10553/70809 | ISSN: | 2198-5804 | DOI: | 10.1007/s40745-018-0143-6 | Fuente: | Annals of data science [ISSN 2198-5804], v. 5 (3), p. 401-420 |
| Colección: | Artículos |
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