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
| Summary: | 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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