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The Econometrics of DSGE Models Author info | Abstract | Publisher info | Download info | Related research | Statistics Jesús Fernández-Villaverde () (Department of Economics, University of Pennsylvania)
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In this paper, I review the literature on the formulation and estimation of dynamic stochastic general equilibrium (DSGE) models with a special emphasis on Bayesian methods. First, I discuss the evolution of DSGE models over the last couple of decades. Second, I explain why the profession has decided to estimate these models using Bayesian methods. Third, I briefly introduce some of the techniques required to compute and estimate these models. Fourth, I illustrate the techniques under consideration by estimating a benchmark DSGE model with real and nominal rigidities. I conclude by offering some pointers for future research.
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Paper provided by Penn Institute for Economic Research, Department of Economics, University of Pennsylvania in its series PIER Working Paper Archive with number
09-008.
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Length: 58 pages
Date of creation: 19 Jan 2009Date of revision:
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Keywords: DSGE Models ; Likelihood Estimation ; Bayesian Methods ; Other versions of this item:
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 E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
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[Downloadable!] (restricted) Stephanie Schmitt-Grohe & Martin Uribe, 2001.
"Solving Dynamic General Equilibrium Models Using a Second-Order Approximation to the Policy Function ,"
Departmental Working Papers
200106, Rutgers University, Department of Economics.
[Downloadable!] Stephanie Schmitt-Grohe & Martin Uribe, 2002.
"Solving Dynamic General Equilibrium Models Using a Second-Order Approximation to the Policy Function ,"
NBER Technical Working Papers
0282, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) Jesús Fernández-Villaverde & Juan F. Rubio-Ramírez & Manuel S. Santos, 2006.
"Convergence Properties of the Likelihood of Computed Dynamic Models ,"
Econometrica ,
Econometric Society, vol. 74(1), pages 93-119, 01.
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Jesus Fernandez-Villaverde & Juan Rubio & Manuel Santos, 2005.
"Convergence Properties of the Likelihood of Computed Dynamic Models ,"
NBER Technical Working Papers
0315, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) Jesús Fernández-Villaverde & Juan F. Rubio-Ramirez & Manuel Santos, 2005.
"Convergence Properties of the Likelihood of Computed Dynamic Models ,"
Levine's Bibliography
122247000000000822, UCLA Department of Economics.
[Downloadable!] Jesus Fernandez-Villaverde & Juan F. Rubio-Ramirez & Manuel Santos, 2004.
"Convergence Properties of the Likelihood of Computed Dynamic Models ,"
PIER Working Paper Archive
04-034, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
[Downloadable!] Jesús Fernández-Villaverde & Juan Francisco Rubio-Ramírez & Manuel Santos, 2004.
"Convergence properties of the likelihood of computed dynamic models ,"
Working Paper
2004-27, Federal Reserve Bank of Atlanta.
[Downloadable!] King, Robert G & Plosser, Charles I & Rebelo, Sergio T, 2002.
"Production, Growth and Business Cycles: Technical Appendix ,"
Computational Economics ,
Springer, vol. 20(1-2), pages 87-116, October.
[Downloadable!]
Other versions: Mark Bils & Peter J. Klenow & Benjamin A. Malin, 2009.
"Reset price inflation and the impact of monetary policy shocks ,"
Finance and Economics Discussion Series
2009-16, Board of Governors of the Federal Reserve System (U.S.).
[Downloadable!]
Other versions: Alejandro Justiniano & Giorgio E. Primiceri, 2008.
"The Time-Varying Volatility of Macroeconomic Fluctuations ,"
American Economic Review ,
American Economic Association, vol. 98(3), pages 604-41, June.
[Downloadable!]
Other versions: Fernandez-Villaverde, Jesus & Francisco Rubio-Ramirez, Juan, 2004.
"Comparing dynamic equilibrium models to data: a Bayesian approach ,"
Journal of Econometrics ,
Elsevier, vol. 123(1), pages 153-187, November.
[Downloadable!] (restricted)
Phillips, Peter C B & Ploberger, Werner, 1996.
"An Asymptotic Theory of Bayesian Inference for Time Series ,"
Econometrica ,
Econometric Society, vol. 64(2), pages 381-412, March.
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Yuichi Kitamura & Michael Stutzer, 1997.
"An Information-Theoretic Alternative to Generalized Method of Moments Estimation ,"
Econometrica ,
Econometric Society, vol. 65(4), pages 861-874, July.
Geweke, John, 1994.
"Priors for Macroeconomic Time Series and Their Application ,"
Econometric Theory ,
Cambridge University Press, vol. 10(3-4), pages 609-632, August.
[Downloadable!]
Other versions: Pakes, Ariel & Pollard, David, 1989.
"Simulation and the Asymptotics of Optimization Estimators ,"
Econometrica ,
Econometric Society, vol. 57(5), pages 1027-57, September.
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Calvo, Guillermo A., 1983.
"Staggered prices in a utility-maximizing framework ,"
Journal of Monetary Economics ,
Elsevier, vol. 12(3), pages 383-398, September.
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Robert J. Barro, 2006.
"On the Welfare Costs of Consumption Uncertainty ,"
NBER Working Papers
12763, National Bureau of Economic Research, Inc.
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