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...

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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
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