Bayesian model selection of structural explanatory models.

Dadashova, Bahar and Arenas Ramírez, Blanca del Valle and Mira McWilliams, José Manuel and Aparicio Izquierdo, Francisco (2014). Bayesian model selection of structural explanatory models.. In: "TRA2014 Transport Research Arena 2014 Transport Solutions: from Research to Deployment - Innovate Mobility, Mobilise Innovation!", 14/04/2014 - 17/04/2014, Paris La Défense (France). pp. 1-10.

Description

Title: Bayesian model selection of structural explanatory models.
Author/s:
  • Dadashova, Bahar
  • Arenas Ramírez, Blanca del Valle
  • Mira McWilliams, José Manuel
  • Aparicio Izquierdo, Francisco
Item Type: Presentation at Congress or Conference (Poster)
Event Title: TRA2014 Transport Research Arena 2014 Transport Solutions: from Research to Deployment - Innovate Mobility, Mobilise Innovation!
Event Dates: 14/04/2014 - 17/04/2014
Event Location: Paris La Défense (France)
Title of Book: TRA2014 Transport Research Arena 2014 Transport Solutions: from Research to Deployment - Innovate Mobility, Mobilise Innovation!
Date: 2014
Subjects:
Faculty: E.T.S.I. Industriales (UPM)
Department: Otro
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

In this study we are proposing a Bayesian model selection methodology, where the best model from the list of candidate structural explanatory models is selected. The model structure is based on the Zellner's (1971)explanatory model with autoregressive errors. For the selection technique we are using a parsimonious model, where the model variables are transformed using Box and Cox (1964) class of transformations.

More information

Item ID: 33319
DC Identifier: http://oa.upm.es/33319/
OAI Identifier: oai:oa.upm.es:33319
Official URL: http://tra2014.sciencesconf.org/
Deposited by: Memoria Investigacion
Deposited on: 12 Feb 2015 17:18
Last Modified: 24 Feb 2017 16:37
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