Bayesian Beta Regression with the Bayesianbetareg R-Package
In this paper we summarize the main points of beta regression models under Bayesian perspective, including a presentation of the Bayesianbetareg R-package, used to fit the beta regression models under a Bayesian approach. Finally, beta regression models are fitted to a reading score database using,...
- Autores:
-
Cepeda Cuervo, Edilberto
Jaimes Cárdenas, Daniel Andrés
Marín Jaramillo, Margarita
Rojas Aguilera, Javier Andrés
- Tipo de recurso:
- Work document
- Fecha de publicación:
- 2019
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/20397
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/20397
http://bdigital.unal.edu.co/10989/
- Palabra clave:
- 51 Matemáticas / Mathematics
Beta regression
R-Package
Bayesian method, MCMC
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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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-a496-0d49efcbe66a300Jaimes Cárdenas, Daniel Andrés9f4f58a6-58b6-43f7-a2a3-9e788e2c6d0c300Marín Jaramillo, Margaritac1b444a0-7ae7-41e3-b892-d4e9769bfa99300Rojas Aguilera, Javier Andrésd69217d4-670e-43b9-8d92-96053c5203153002019-06-25T18:30:00Z2019-06-25T18:30:00Zhttps://repositorio.unal.edu.co/handle/unal/20397http://bdigital.unal.edu.co/10989/In this paper we summarize the main points of beta regression models under Bayesian perspective, including a presentation of the Bayesianbetareg R-package, used to fit the beta regression models under a Bayesian approach. Finally, beta regression models are fitted to a reading score database using, respectively, the Bayesianbetareg and betareg R-Packages for Bayesian and classic perspectives.application/pdfspaUniversidad Nacional de Colombia Sede Bogotá Facultad de Ciencias Departamento de EstadísticaDepartamento de EstadísticaCepeda Cuervo, Edilberto and Jaimes Cárdenas, Daniel Andrés and Marín Jaramillo, Margarita and Rojas Aguilera, Javier Andrés Bayesian Beta Regression with the Bayesianbetareg R-Package. Reporte técnico. Sin Definir, Bogotá. (No publicado)51 Matemáticas / MathematicsBeta regressionR-PackageBayesian method, MCMCBayesian Beta Regression with the Bayesianbetareg R-PackageDocumento 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/WPORIGINALbayesianbetaregression....pdfapplication/pdf2642657https://repositorio.unal.edu.co/bitstream/unal/20397/1/bayesianbetaregression....pdf1a816fe67facca25c1073bf3f22d98adMD51THUMBNAILbayesianbetaregression....pdf.jpgbayesianbetaregression....pdf.jpgGenerated Thumbnailimage/jpeg6566https://repositorio.unal.edu.co/bitstream/unal/20397/2/bayesianbetaregression....pdf.jpgd72f3b57bfa8f05bcd95d63c40653658MD52unal/20397oai:repositorio.unal.edu.co:unal/203972023-09-26 23:07:26.225Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
| dc.title.spa.fl_str_mv |
Bayesian Beta Regression with the Bayesianbetareg R-Package |
| title |
Bayesian Beta Regression with the Bayesianbetareg R-Package |
| spellingShingle |
Bayesian Beta Regression with the Bayesianbetareg R-Package 51 Matemáticas / Mathematics Beta regression R-Package Bayesian method, MCMC |
| title_short |
Bayesian Beta Regression with the Bayesianbetareg R-Package |
| title_full |
Bayesian Beta Regression with the Bayesianbetareg R-Package |
| title_fullStr |
Bayesian Beta Regression with the Bayesianbetareg R-Package |
| title_full_unstemmed |
Bayesian Beta Regression with the Bayesianbetareg R-Package |
| title_sort |
Bayesian Beta Regression with the Bayesianbetareg R-Package |
| dc.creator.fl_str_mv |
Cepeda Cuervo, Edilberto Jaimes Cárdenas, Daniel Andrés Marín Jaramillo, Margarita Rojas Aguilera, Javier Andrés |
| dc.contributor.author.spa.fl_str_mv |
Cepeda Cuervo, Edilberto Jaimes Cárdenas, Daniel Andrés Marín Jaramillo, Margarita Rojas Aguilera, Javier Andrés |
| dc.subject.ddc.spa.fl_str_mv |
51 Matemáticas / Mathematics |
| topic |
51 Matemáticas / Mathematics Beta regression R-Package Bayesian method, MCMC |
| dc.subject.proposal.spa.fl_str_mv |
Beta regression R-Package Bayesian method, MCMC |
| description |
In this paper we summarize the main points of beta regression models under Bayesian perspective, including a presentation of the Bayesianbetareg R-package, used to fit the beta regression models under a Bayesian approach. Finally, beta regression models are fitted to a reading score database using, respectively, the Bayesianbetareg and betareg R-Packages for Bayesian and classic perspectives. |
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2019 |
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2019-06-25T18:30:00Z |
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2019-06-25T18:30:00Z |
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Documento de trabajo |
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info:eu-repo/semantics/workingPaper |
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info:eu-repo/semantics/draft |
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http://purl.org/coar/resource_type/c_8042 |
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http://purl.org/coar/version/c_b1a7d7d4d402bcce |
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Text |
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http://purl.org/redcol/resource_type/WP |
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http://purl.org/coar/resource_type/c_8042 |
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https://repositorio.unal.edu.co/handle/unal/20397 |
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http://bdigital.unal.edu.co/10989/ |
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https://repositorio.unal.edu.co/handle/unal/20397 http://bdigital.unal.edu.co/10989/ |
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spa |
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spa |
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Universidad Nacional de Colombia Sede Bogotá Facultad de Ciencias Departamento de Estadística Departamento de Estadística |
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Cepeda Cuervo, Edilberto and Jaimes Cárdenas, Daniel Andrés and Marín Jaramillo, Margarita and Rojas Aguilera, Javier Andrés Bayesian Beta Regression with the Bayesianbetareg R-Package. Reporte técnico. Sin Definir, Bogotá. (No publicado) |
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Derechos reservados - Universidad Nacional de Colombia |
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http://purl.org/coar/access_right/c_abf2 |
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Atribución-NoComercial 4.0 Internacional |
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http://creativecommons.org/licenses/by-nc/4.0/ |
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info:eu-repo/semantics/openAccess |
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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 |
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openAccess |
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application/pdf |
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