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Bayesian Estimation of a DSGE Model with Financial Frictions for the U.S. and the Euro Area

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  • Virginia Queijo

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    Abstract

    This paper aims to evaluate the importance of frictions in credit markets for business cycles in the U.S. and the Euro area. For this purpose, I modify the DSGE financial accelerator model developed by Bernanke, Gertler and Gilchrist (1999) and estimate it using Bayesian methods. The model is augmented with frictions such as price indexation to past inflation, sticky wages, consumption habits and variable capital utilization. My results indicate that financial frictions are relevant in both areas. Using the Bayes factor as criterion, the data favors the model with financial frictions both in the U.S. and the Euro area in five different specifications of the model. Moreover, the size of the financial frictions is larger in the Euro area

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    Paper provided by Society for Computational Economics in its series Computing in Economics and Finance 2005 with number 306.

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    Date of creation: 11 Nov 2005
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    Handle: RePEc:sce:scecf5:306

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    Keywords: DSGE models; Bayesian estimation; financial accelerator;

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    1. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2001. "Nominal rigidities and the dynamic effects of a shock to monetary policy," Working Paper Series WP-01-08, Federal Reserve Bank of Chicago.
    2. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    3. Lawrence J. Christiano & Roberto Motto & Massimo Rostagno, 2003. "The Great Depression and the Friedman-Schwartz hypothesis," Proceedings, Federal Reserve Bank of Cleveland, pages 1119-1215.
    4. Andrew Levin & Christopher J. Erceg & Dale W. Henderson, 1999. "Optimal Monetary Policy with Staggered Wage and Price Contracts," Computing in Economics and Finance 1999 1151, Society for Computational Economics.
    5. Peersman, Gert & Smets, Frank, 2001. "The monetary transmission mechanism in the euro area: more evidence from VAR analysis," Working Paper Series 0091, European Central Bank.
    6. Mark Gertler & Simon Gilchrist & Fabio M. Natalucci, 2007. "External Constraints on Monetary Policy and the Financial Accelerator," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2-3), pages 295-330, 03.
    7. Adolfson, Malin & Laseen, Stefan & Linde, Jesper & Villani, Mattias, 2007. "Bayesian estimation of an open economy DSGE model with incomplete pass-through," Journal of International Economics, Elsevier, vol. 72(2), pages 481-511, July.
    8. Andrew T. Levin & Fabio M. Natalucci, 2005. "The Magnitude and Cyclical Behavior of Financial Market Frictions," 2005 Meeting Papers 443, Society for Economic Dynamics.
    9. Richard Clarida & Jordi Galí & Mark Gertler, 2000. "Monetary Policy Rules And Macroeconomic Stability: Evidence And Some Theory," The Quarterly Journal of Economics, MIT Press, vol. 115(1), pages 147-180, February.
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    11. Howitt, Peter & Mayer-Foulkes, David & Aghion, Philippe, 2005. "The Effect of Financial Development on Convergence: Theory and Evidence," Scholarly Articles 4481509, Harvard University Department of Economics.
    12. Aghion, Philippe & Bacchetta, Philippe & Banerjee, Abhijit, 2004. "Financial development and the instability of open economies," Journal of Monetary Economics, Elsevier, vol. 51(6), pages 1077-1106, September.
    13. Frank Smets & Raf Wouters, 2002. "An estimated dynamic stochastic general equilibrium model of the euro area," Working Paper Research 35, National Bank of Belgium.
    14. Ali Dib & Ian Christensen, 2005. "Monetary Policy in an Estimated DSGE Model with a Financial Accelerator," Computing in Economics and Finance 2005 314, Society for Computational Economics.
    15. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    16. Robert G. King & Alexander L. Wolman, 1996. "Inflation Targeting in a St. Louis Model of the 21st Century," NBER Working Papers 5507, National Bureau of Economic Research, Inc.
    17. Bruce C. Greenwald & Joseph E. Stiglitz, 1988. "Financial Market Imperfections and Business Cycles," NBER Working Papers 2494, National Bureau of Economic Research, Inc.
    18. Charles T. Carlstrom & Timothy S. Fuerst, 1996. "Agency costs, net worth, and business fluctuations: a computable general equilibrium analysis," Working Paper 9602, Federal Reserve Bank of Cleveland.
    19. Simon Gilchrist & Jean-Olivier Hairault & Hubert Kempf, 2002. "Monetary policy and the financial accelerator in a monetary union," International Finance Discussion Papers 750, Board of Governors of the Federal Reserve System (U.S.).
    20. Meier, André & Müller, Gernot J., 2005. "Fleshing out the monetary transmission mechanism: output composition and the role of financial frictions," Working Paper Series 0500, European Central Bank.
    21. Mojon, Benoît & Angeloni, Ignazio & Terlizzese, Daniele & Kashyap, Anil K., 2003. "The output composition puzzle: a difference in the monetary transmission mechanism in the euro area and U.S," Working Paper Series 0268, European Central Bank.
    22. Faia, Ester, 2002. "Monetary policy in a world with different financial systems," Working Paper Series 0183, European Central Bank.
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