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A Back-of-the-Envelope Rule to Identify Atheoretical VARs

Brazilian Review of Econometrics

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Title A Back-of-the-Envelope Rule to Identify Atheoretical VARs
A Back-of-the-Envelope Rule to Identify Atheoretical VARs
 
Creator Urzúa, Carlos M.
 
Description Vector autoregressive models are often used in Macroeconomics to draw conclusions about the effects of policy innovations. However, those results depend on the researcher’s priors about the particular ordering of the variables. As an alternative, this paper presents a very simple rule based on the maximum entropy principle that can be used to find the “most likely” ordering. The proposal is illustrated in the case of a VAR model of the U.S. economy. It is found that monetary policy shocks are better represented by innovations in the federal funds rate rather than in non-borrowed reserves.
Vector autoregressive models are often used in Macroeconomics to draw conclusions about the effects of policy innovations. However, those results depend on the researcher’s priors about the particular ordering of the variables. As an alternative, this paper presents a very simple rule based on the maximum entropy principle that can be used to find the “most likely” ordering. The proposal is illustrated in the case of a VAR model of the U.S. economy. It is found that monetary policy shocks are better represented by innovations in the federal funds rate rather than in non-borrowed reserves.
 
Publisher Sociedade Brasileira de Econometria
 
Date 2008-11-01
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
 
Format application/pdf
application/pdf
 
Identifier http://bibliotecadigital.fgv.br/ojs/index.php/bre/article/view/1514
10.12660/bre.v28n22008.1514
 
Source Brazilian Review of Econometrics; Vol. 28 No. 2 (2008); 249-261
Brazilian Review of Econometrics; v. 28 n. 2 (2008); 249-261
1980-2447
 
Language eng
por
 
Relation http://bibliotecadigital.fgv.br/ojs/index.php/bre/article/view/1514/934
http://bibliotecadigital.fgv.br/ojs/index.php/bre/article/view/1514/935