Data Revisions in the Estimation of DSGE Models
Abstract
Revisions of US macroeconomic data are not white-noise. They are persistent, correlated with real-time data, and with high variability (around 80% of volatility observed in US real-time data). Their business cycle effects are examined in an estimated DSGE model extended with both real-time and final data. After implementing a Bayesian estimation approach, the role of both habit formation and price indexation fall significantly in the extended model. The results show how revision shocks of both output and inflation are expansionary because they occur when real-time published data are too low and the Fed reacts by cutting interest rates. Consumption revisions, by contrast, are countercyclical as consumption habits mirror the observed reduction in real-time consumption. In turn, revisions of the three variables explain 9.3% of changes of output in its long-run variance decomposition.Download Info
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Paper provided by University of the Basque Country - Department of Foundations of Economic Analysis II in its series DFAEII Working Papers with number 2012-06.Length:
Date of creation: 2012
Date of revision:
Handle: RePEc:ehu:dfaeii:8759
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Postal: Dpto. de Fundamentos del Análisis Económico II, Facultad de CC. Económicas y Empresariales, Universidad del País Vasco, Avda. Lehendakari Aguirre 83, 48015 Bilbao, Spain
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Related research
Keywords: DSGE models; data revisions; business cycles;Other versions of this item:
- Miguel Casares & Jesús Vázquez, 2011. "Data Revisions in the Estimation of DSGE models," Documentos de Trabajo - Lan Gaiak Departamento de EconomÃa - Universidad Pública de Navarra 1104, Departamento de Economía - Universidad Pública de Navarra.
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
- E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-10-20 (All new papers)
- NEP-DGE-2012-10-20 (Dynamic General Equilibrium)
- NEP-MAC-2012-10-20 (Macroeconomics)
References
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Citations
Blog mentions
As found by EconAcademics.org, the blog aggregator for Economics research:- Data Revisions in the Estimation of DSGE Models
by Christian Zimmermann in NEP-DGE blog on 2012-10-28 18:50:42 - Data Revisions in the Estimation of DSGE Models
by Christian Zimmermann in NEP-DGE blog on 2012-10-28 18:50:42
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