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<mods:namePart>Álvarez, Luis J.</mods:namePart>
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<mods:namePart>Ballabriga Claveria, Fernando</mods:namePart>
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<mods:abstract>The kind of prior typically employed in Bayesian vector autoregression (BVAR) analysis has aroused widespread suspicion about the ability of these models to capture long-run patterns. This paper specifies a bivariate cointegrated stochastic process and conducts a Monte|Carlo experiment to assess the small sample performance of two classical and two Bayesian estimation methods commonly applied to VAR models. In addition, a proposal to introduce a new dimension to the prior information in order to allow for explicit account of long-run restrictions is suggested and evaluated in the light of the experiment. The results of the experiment show that: the Minnesota -type prior with hyperparameter search performs well, suggesting that the prevalent suspicion about the inability of this prior to capture long-run patterns is not well-grounded</mods:abstract>
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<mods:title>BVAR models in the context of cointegration : a Monte Carlo experiment</mods:title>
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