What is the effect of sample and prior distributions on a Bayesian autoregressive linear model? An application to piped water consumption
In this paper we analyze the effect of four possible alternatives regarding the prior distributions in a linear model with autoregressive errors to predict piped water consumption: Normal-Gamma, Normal-Scaled Beta two, Studentized-Gamma and Student's t-Scaled Beta two. We show the effects of th...
- Autores:
-
Ramírez Hassan, Andrés
Cardona Jiménez, Jhonatan
Pericchi Guerra, Raul
- Tipo de recurso:
- Fecha de publicación:
- 2014
- Institución:
- Universidad EAFIT
- Repositorio:
- Repositorio EAFIT
- Idioma:
- eng
- OAI Identifier:
- oai:repository.eafit.edu.co:10784/2857
- Acceso en línea:
- http://hdl.handle.net/10784/2857
- Palabra clave:
- Autoregressive model
Bayesian analysis
Forecast
Robust prior
- Rights
- License
- Acceso abierto