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Dynamic Stochastic General Equilibrium (DSGE) Priors for Bayesian Vector Autoregressive (BVAR) Models: DSGE Model Comparison

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Author Info
Theodoridis, Konstantinos () (Cardiff Business School)

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Abstract

This Paper describes a procedure for constructing theory restricted prior distributions for BVAR models. The Bayes Factor, which is obtained without any additional computational effort, can be used to assess the plausibility of the restrictions imposed on the VAR parameter vector by competing DSGE models. In other words, it is possible to rank the amount of abstraction implied by each DSGE model from the historical data.

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File URL: http://www.cardiff.ac.uk/carbs/econ/workingpapers/papers/E2007_15.pdf
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Publisher Info
Paper provided by Cardiff University, Cardiff Business School, Economics Section in its series Cardiff Economics Working Papers with number E2007/15.

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Length: 8 pages
Date of creation: Jun 2007
Date of revision:
Handle: RePEc:cdf:wpaper:2007/15

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Related research
Keywords: BVAR; DSGE Model Evaluation; Gibbs Sampling; Bayes Factor;

Find related papers by JEL classification:
C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Bayesian Analysis
C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Estimation
C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions
C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation and Testing

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This page was last updated on 2009-11-30.

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