Please use this identifier to cite or link to this item:
http://hdl.handle.net/10553/70809
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Gómez Déniz, Emilio | en_US |
| dc.contributor.author | Sarabia, José María | en_US |
| dc.date.accessioned | 2020-03-10T12:11:36Z | - |
| dc.date.available | 2020-03-10T12:11:36Z | - |
| dc.date.issued | 2018 | en_US |
| dc.identifier.issn | 2198-5804 | en_US |
| dc.identifier.uri | http://hdl.handle.net/10553/70809 | - |
| dc.description.abstract | 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. | en_US |
| dc.language | eng | en_US |
| dc.relation.ispartof | Annals of data science | en_US |
| dc.source | Annals of data science [ISSN 2198-5804], v. 5 (3), p. 401-420 | en_US |
| dc.subject | 1209 Estadística | en_US |
| dc.subject.other | Beta distribution | en_US |
| dc.subject.other | Data fitting | en_US |
| dc.subject.other | Estimation | en_US |
| dc.subject.other | Generalised gamma distribution | en_US |
| dc.subject.other | G3B distribution | en_US |
| dc.subject.other | Simulation | en_US |
| dc.title | A family of generalised beta distributions: properties and applications | en_US |
| dc.type | info:eu-repo/semantics/article | en_US |
| dc.type | Article | en_US |
| dc.identifier.doi | 10.1007/s40745-018-0143-6 | en_US |
| dc.investigacion | Ciencias Sociales y Jurídicas | en_US |
| dc.type2 | Artículo | en_US |
| dc.utils.revision | Sí | en_US |
| dc.identifier.ulpgc | Sí | es |
| item.grantfulltext | none | - |
| item.fulltext | Sin texto completo | - |
| crisitem.author.dept | GIR TIDES- Técnicas estadísticas bayesianas y de decisión en la economía y empresa | - |
| crisitem.author.dept | IU de Turismo y Desarrollo Económico Sostenible | - |
| crisitem.author.dept | Departamento de Métodos Cuantitativos en Economía y Gestión | - |
| crisitem.author.orcid | 0000-0002-5072-7908 | - |
| crisitem.author.parentorg | IU de Turismo y Desarrollo Económico Sostenible | - |
| crisitem.author.fullName | Gómez Déniz, Emilio | - |
| Appears in Collections: | Artículos | |
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