Bayesian beta regression models: joint mean and precision modeling

This paper summarizes the beta regression models, with joint modeling of the mean and precision parameters, and the Bayesian methodology proposed by Cepeda (2001) and Cepeda and Gamenrman (2005) to fit these models. This Bayesian methodology is implemented and applied in the development of simulated...

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Autores:
Cepeda Cuervo, Edilberto
Garrido Lopera, B. Liliana
Tipo de recurso:
Work document
Fecha de publicación:
2011
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
eng
OAI Identifier:
oai:repositorio.unal.edu.co:unal/9140
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/9140
http://bdigital.unal.edu.co/5947/
Palabra clave:
31 Colecciones de estadística general / Statistics
51 Matemáticas / Mathematics
Beta regression
Bayesian methodology
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Cepeda Cuervo, Edilberto8f2ae6e2-1778-4f83-a496-0d49efcbe66a300Garrido Lopera, B. Liliana900089f7-8bc5-43d2-9689-fe73999255bc3002019-06-24T17:55:57Z2019-06-24T17:55:57Z2011https://repositorio.unal.edu.co/handle/unal/9140http://bdigital.unal.edu.co/5947/This paper summarizes the beta regression models, with joint modeling of the mean and precision parameters, and the Bayesian methodology proposed by Cepeda (2001) and Cepeda and Gamenrman (2005) to fit these models. This Bayesian methodology is implemented and applied in the development of simulated and applied studies.application/pdfengUniversidad Nacional de Colombia Sede Bogotá Facultad de Ciencias Departamento de EstadísticaDepartamento de EstadísticaCepeda Cuervo, Edilberto and Garrido Lopera, B. Liliana (2011) Bayesian beta regression models: joint mean and precision modeling. Reporte técnico. Sin Definir, Bogotá. (No publicado)31 Colecciones de estadística general / Statistics51 Matemáticas / MathematicsBeta regressionBayesian methodologyBayesian beta regression models: joint mean and precision modelingDocumento de trabajoinfo:eu-repo/semantics/workingPaperinfo:eu-repo/semantics/drafthttp://purl.org/coar/resource_type/c_8042http://purl.org/coar/version/c_b1a7d7d4d402bcceTexthttp://purl.org/redcol/resource_type/WPORIGINALBayesianBetaRegresion.pdfapplication/pdf193132https://repositorio.unal.edu.co/bitstream/unal/9140/1/BayesianBetaRegresion.pdf3c840513c0f788a7238a53083b94abdcMD51THUMBNAILBayesianBetaRegresion.pdf.jpgBayesianBetaRegresion.pdf.jpgGenerated Thumbnailimage/jpeg4198https://repositorio.unal.edu.co/bitstream/unal/9140/2/BayesianBetaRegresion.pdf.jpgf945c6d3a6c9d66148c1fb191bd08e94MD52unal/9140oai:repositorio.unal.edu.co:unal/91402023-09-05 23:04:05.897Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Bayesian beta regression models: joint mean and precision modeling
title Bayesian beta regression models: joint mean and precision modeling
spellingShingle Bayesian beta regression models: joint mean and precision modeling
31 Colecciones de estadística general / Statistics
51 Matemáticas / Mathematics
Beta regression
Bayesian methodology
title_short Bayesian beta regression models: joint mean and precision modeling
title_full Bayesian beta regression models: joint mean and precision modeling
title_fullStr Bayesian beta regression models: joint mean and precision modeling
title_full_unstemmed Bayesian beta regression models: joint mean and precision modeling
title_sort Bayesian beta regression models: joint mean and precision modeling
dc.creator.fl_str_mv Cepeda Cuervo, Edilberto
Garrido Lopera, B. Liliana
dc.contributor.author.spa.fl_str_mv Cepeda Cuervo, Edilberto
Garrido Lopera, B. Liliana
dc.subject.ddc.spa.fl_str_mv 31 Colecciones de estadística general / Statistics
51 Matemáticas / Mathematics
topic 31 Colecciones de estadística general / Statistics
51 Matemáticas / Mathematics
Beta regression
Bayesian methodology
dc.subject.proposal.spa.fl_str_mv Beta regression
Bayesian methodology
description This paper summarizes the beta regression models, with joint modeling of the mean and precision parameters, and the Bayesian methodology proposed by Cepeda (2001) and Cepeda and Gamenrman (2005) to fit these models. This Bayesian methodology is implemented and applied in the development of simulated and applied studies.
publishDate 2011
dc.date.issued.spa.fl_str_mv 2011
dc.date.accessioned.spa.fl_str_mv 2019-06-24T17:55:57Z
dc.date.available.spa.fl_str_mv 2019-06-24T17:55:57Z
dc.type.spa.fl_str_mv Documento de trabajo
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/workingPaper
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/draft
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http://bdigital.unal.edu.co/5947/
dc.language.iso.eng.fl_str_mv eng
language eng
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Sede Bogotá Facultad de Ciencias Departamento de Estadística
Departamento de Estadística
dc.relation.references.spa.fl_str_mv Cepeda Cuervo, Edilberto and Garrido Lopera, B. Liliana (2011) Bayesian beta regression models: joint mean and precision modeling. Reporte técnico. Sin Definir, Bogotá. (No publicado)
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
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dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
institution Universidad Nacional de Colombia
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