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Bayesian Estimation of a DSGE Model with Inventories

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  • Marcel Foerster

    () (University of Giessen)

Abstract

This paper introduces inventories in an otherwise standard Dynamic Stochastic General Equilibrium Model (DSGE) of the business cycle. Firms accumulate inventories to facilitate sales, but face a cost of doing so in terms of costly storage of intermediate goods. The paper’s main contribution is to present a DSGE model with inventories that is estimated using Bayesian methods. Based on U.S. data we show that accounting for inventory dynamics has a significant impact on parameter estimates and impulse responses. Our analysis also reveals that the contribution of structural shocks to variations in the observable variables changes significantly when we allow for inventories. Moreover, we find that inventories enter the Phillips curve as an additional and significant driving variable of inflation and make the inflation process less backward-looking.

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File URL: http://www.uni-marburg.de/fb02/makro/forschung/magkspapers/23-2011_foerster.pdf
File Function: First version, 2011
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Bibliographic Info

Paper provided by Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung) in its series MAGKS Papers on Economics with number 201123.

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Length: 46pages
Date of creation: 2011
Date of revision:
Publication status: Forthcoming in
Handle: RePEc:mar:magkse:201123

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Related research

Keywords: Inventories; Bayesian Estimation; DSGE model; Business Cycles;

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  1. Thomas A. Lubik & Wing Leong Teo, 2010. "Inventories and Optimal Monetary Policy," CAMA Working Papers 2010-07, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  2. Jung, YongSeung & Yun, Tack, 2005. "Monetary Policy Shocks, Inventory Dynamics, and Price-Setting Behavior," Santa Cruz Department of Economics, Working Paper Series qt3sf4q6nn, Department of Economics, UC Santa Cruz.
  3. Eric French, 2004. "The Labor Supply Response to (Mismeasured but) Predictable Wage Changes," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 602-613, May.
  4. Oleksiy Kryvtsov & Virgiliu Midrigan, 2009. "Inventories and Real Rigidities in New Keynesian Business Cycle Models," Working Papers 09-9, Bank of Canada.
  5. Alejandro Justiniano & Giorgio E. Primiceri, 2006. "The Time Varying Volatility of Macroeconomic Fluctuations," NBER Working Papers 12022, National Bureau of Economic Research, Inc.
  6. Mark Gertler & Luca Sala & Antonella Trigari, 2008. "An Estimated Monetary DSGE Model with Unemployment and Staggered Nominal Wage Bargaining," Working Papers 341, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  7. Chang, Yongsung & Hornstein, Andreas & Sarte, Pierre-Daniel, 2009. "On the employment effects of productivity shocks: The role of inventories, demand elasticity, and sticky prices," Journal of Monetary Economics, Elsevier, vol. 56(3), pages 328-343, April.
  8. Otrok, Christopher, 2001. "On measuring the welfare cost of business cycles," Journal of Monetary Economics, Elsevier, vol. 47(1), pages 61-92, February.
  9. Matteo Iacoviello & Fabio Schiantarelli & Scott Schuh, 2007. "Input and Output Inventories in General Equilibrium," Boston College Working Papers in Economics 658, Boston College Department of Economics, revised 23 Oct 2009.
  10. Andrea Gerali & Stefano Neri & Luca Sessa & Federico M. Signoretti, 2010. "Credit and Banking in a DSGE Model of the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 107-141, 09.
  11. Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2005. "Bayesian Estimation of an Open Economy DSGE Model with Incomplete Pass-Through," Working Paper Series 179, Sveriges Riksbank (Central Bank of Sweden).
  12. Jean-Guillaume Sahuc & Frank Smets, 2008. "Differences in Interest Rate Policy at the ECB and the Fed: An Investigation with a Medium-Scale DSGE Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(2-3), pages 505-521, 03.
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