Identificador persistente para citar o vincular este elemento:
http://hdl.handle.net/10553/75499
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Martínez-Flórez, Guillermo | en_US |
dc.contributor.author | Leiva, Víctor | en_US |
dc.contributor.author | Gómez-Déniz, Emilio | en_US |
dc.contributor.author | Marchant, Carolina | en_US |
dc.date.accessioned | 2020-11-12T20:41:01Z | - |
dc.date.available | 2020-11-12T20:41:01Z | - |
dc.date.issued | 2020 | en_US |
dc.identifier.issn | 2073-8994 | en_US |
dc.identifier.other | Scopus | - |
dc.identifier.uri | http://hdl.handle.net/10553/75499 | - |
dc.description.abstract | In this paper, we consider skew-normal distributions for constructing new a distribution which allows us to model proportions and rates with zero/one inflation as an alternative to the inflated beta distributions. The new distribution is a mixture between a Bernoulli distribution for explaining the zero/one excess and a censored skew-normal distribution for the continuous variable. The maximum likelihood method is used for parameter estimation. Observed and expected Fisher information matrices are derived to conduct likelihood-based inference in this new type skew-normal distribution. Given the flexibility of the new distributions, we are able to show, in real data scenarios, the good performance of our proposal. | en_US |
dc.language | eng | en_US |
dc.relation.ispartof | Symmetry | en_US |
dc.source | Symmetry [EISSN 2073-8994], v. 12 (9), 1439, (Septiembre 2020) | en_US |
dc.subject | 5302 Econometría | en_US |
dc.subject.other | Beta Distribution | en_US |
dc.subject.other | Centered Skew-Normal Distribution | en_US |
dc.subject.other | Maximum-Likelihood Methods | en_US |
dc.subject.other | Monte Carlo Simulations | en_US |
dc.subject.other | Proportions | en_US |
dc.subject.other | R Software | en_US |
dc.subject.other | Rates | en_US |
dc.subject.other | Zero/One Inflated Data | en_US |
dc.title | A family of skew-normal distributions for modeling proportions and rates with zeros/ones excess | en_US |
dc.type | info:eu-repo/semantics/Article | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.3390/sym12091439 | en_US |
dc.identifier.scopus | 85091013315 | - |
dc.contributor.authorscopusid | 55536045100 | - |
dc.contributor.authorscopusid | 22953630400 | - |
dc.contributor.authorscopusid | 15724912000 | - |
dc.contributor.authorscopusid | 55094211400 | - |
dc.identifier.eissn | 2073-8994 | - |
dc.identifier.issue | 9 | - |
dc.relation.volume | 12 | en_US |
dc.investigacion | Ciencias Sociales y Jurídicas | en_US |
dc.type2 | Artículo | en_US |
dc.description.notas | This article belongs to the Special Issue Symmetric and Asymmetric Distributions: Theoretical Developments and Applications II | en_US |
dc.utils.revision | Sí | en_US |
dc.date.coverdate | Septiembre 2020 | en_US |
dc.identifier.ulpgc | Sí | en_US |
dc.contributor.buulpgc | BU-ECO | en_US |
dc.description.sjr | 0,385 | |
dc.description.jcr | 2,713 | |
dc.description.sjrq | Q2 | |
dc.description.jcrq | Q2 | |
dc.description.scie | SCIE | |
item.grantfulltext | open | - |
item.fulltext | Con 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 |
SCOPUSTM
Citations
5
checked on Mar 30, 2025
WEB OF SCIENCETM
Citations
6
checked on Mar 30, 2025
Page view(s)
162
checked on Jan 12, 2025
Download(s)
121
checked on Jan 12, 2025
Google ScholarTM
Check
Altmetric
Share
Export metadata
Items in accedaCRIS are protected by copyright, with all rights reserved, unless otherwise indicated.