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Bivariate beta regression models: a Bayesian approach applied to educational data
dc.rights.license | Atribución-NoComercial 4.0 Internacional |
dc.contributor.author | Cepeda Cuervo, Edilberto |
dc.contributor.author | Achcar, Jorge Alberto |
dc.contributor.author | Garrido Lopera, B. Liliana |
dc.date.accessioned | 2019-06-24T17:52:45Z |
dc.date.available | 2019-06-24T17:52:45Z |
dc.identifier.uri | https://repositorio.unal.edu.co/handle/unal/9058 |
dc.description.abstract | In this paper we propose a bivariate beta regression model, de¯ning the beta distribution derived from Farlie-Gumbel-Morgenstern (FGM) copulas. This model could be a good alternative to analyze pairs of proportions, when they are not independent. To ¯t the proposed models we apply standard existing MCMC (Markov Chain Monte Carlo) methods to simulate samples for the joint posterior of interest, using the Bayesian methodology proposed by Cepeda and Gamerman (2001) and Cepeda and Gamerman (2005). Two examples are introduced to illustrate the proposed methodology: an example with simulated bivariate data and an example with a real data set. |
dc.format.mimetype | application/pdf |
dc.language.iso | eng |
dc.relation.ispartof | Universidad Nacional de Colombia Sede Bogotá Facultad de Ciencias Departamento de Estadística |
dc.relation.ispartof | Departamento de Estadística |
dc.rights | Derechos reservados - Universidad Nacional de Colombia |
dc.rights.uri | http://creativecommons.org/licenses/by-nc/4.0/ |
dc.subject.ddc | 31 Colecciones de estadística general / Statistics |
dc.subject.ddc | 51 Matemáticas / Mathematics |
dc.title | Bivariate beta regression models: a Bayesian approach applied to educational data |
dc.type | Documento de trabajo |
dc.type.driver | info:eu-repo/semantics/workingPaper |
dc.type.version | info:eu-repo/semantics/draft |
dc.identifier.eprints | http://bdigital.unal.edu.co/5851/ |
dc.relation.references | Cepeda Cuervo, Edilberto and Achcar, Jorge Alberto and Garrido Lopera, B. Liliana Bivariate beta regression models: a Bayesian approach applied to educational data. Reporte técnico. Sin Definir. (No publicado) |
dc.rights.accessrights | info:eu-repo/semantics/openAccess |
dc.subject.proposal | Beta distribution |
dc.subject.proposal | Beta regression models |
dc.subject.proposal | bivariate random variables |
dc.subject.proposal | MCMC methods |
dc.subject.proposal | Bayesian methodology |
dc.type.coar | http://purl.org/coar/resource_type/c_8042 |
dc.type.coarversion | http://purl.org/coar/version/c_b1a7d7d4d402bcce |
dc.type.content | Text |
dc.type.redcol | http://purl.org/redcol/resource_type/WP |
oaire.accessrights | http://purl.org/coar/access_right/c_abf2 |
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