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Some Observations,a Suggestion,and Some Comments on the Conway-Roberts Article
Authors:John J. Miller
Affiliation:Department of Mathematical Sciences , George Mason University , Fairfax , VA , 22030
Abstract:This article provides new tools for the evaluation of dynamic stochastic general equilibrium (DSGE) models and applies them to a large-scale new Keynesian model. We approximate the DSGE model by a vector autoregression, and then systematically relax the implied cross-equation restrictions and document how the model fit changes. We also compare the DSGE model's impulse responses to structural shocks with those obtained after relaxing its restrictions. We find that the degree of misspecification in this large-scale DSGE model is no longer so large as to prevent its use in day-to-day policy analysis, yet is not small enough to be ignored.
Keywords:Bayesian analysis  Dynamic stochastic general equilibrium model  Model evaluation  Vector autoregression
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