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The Information Content of Money in Forecasting Euro Area Inflation

  • Emil Stavrev
  • Helge Berger

This paper contributes to the debate on the role of money in monetary policy by analyzing the information content of money in forecasting euro-area inflation. We compare the predictive performance within and among various classes of structural and empirical models in a consistent framework using Bayesian and other estimation techniques. We find that money contains relevant information for inflation in some model classes. Money-based New Keynesian DSGE models and VARs incorporating money perform better than their cashless counterparts. But there are also indications that the contribution of money has its limits. The marginal contribution of money to forecasting accuracy is often small, money adds little to dynamic factor models, and it worsens forecasting accuracy of partial equilibrium models. Finally, non-monetary models dominate monetary models in an all-out horserace.

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Paper provided by International Monetary Fund in its series IMF Working Papers with number 08/166.

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Length: 29
Date of creation: 01 Jul 2008
Date of revision:
Handle: RePEc:imf:imfwpa:08/166
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  1. Gerlach, Stefan & Svensson, Lars E O, 2002. "Money and Inflation in the Euro-Area: A Case for Monetary Indicators?," CEPR Discussion Papers 3392, C.E.P.R. Discussion Papers.
  2. Barbara Roffia & Andrea Zaghini, 2007. "Excess Money Growth and Inflation Dynamics," International Finance, Wiley Blackwell, vol. 10(3), pages 241-280, December.
  3. Michael Woodford, 2008. "How Important Is Money in the Conduct of Monetary Policy?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(8), pages 1561-1598, December.
  4. Jeffrey C. Fuhrer, 2000. "Habit Formation in Consumption and Its Implications for Monetary-Policy Models," American Economic Review, American Economic Association, vol. 90(3), pages 367-390, June.
  5. Bernanke, B. & Gertler, M. & Gilchrist, S., 1998. "The Financial Accelerator in a Quantitative Business Cycle Framework," Working Papers 98-03, C.V. Starr Center for Applied Economics, New York University.
  6. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2001. "Nominal rigidities and the dynamic effects of a shock to monetary policy," Working Paper 0107, Federal Reserve Bank of Cleveland.
  7. Forni, Mario & Hallin, Marc & Lippi, Marco & Reichlin, Lucrezia, 2003. "Do financial variables help forecasting inflation and real activity in the euro area?," Journal of Monetary Economics, Elsevier, vol. 50(6), pages 1243-1255, September.
  8. Nelson, Edward, 2002. "Direct effects of base money on aggregate demand: theory and evidence," Journal of Monetary Economics, Elsevier, vol. 49(4), pages 687-708, May.
  9. Katrin Assenmacher-Wesche & Stefan Gerlach & Toshitaka Sekine, 2007. "Monetary Factors and Inflation in Japan," Working Papers 2007-13, Swiss National Bank.
  10. Pär Österholm & Helge Berger, 2008. "Does Money Growth Granger-Cause Inflation in the Euro Area? Evidence from Out-of-Sample Forecasts Using Bayesian VARs," IMF Working Papers 08/53, International Monetary Fund.
  11. Nelson, Edward, 2003. "The Future of Monetary Aggregates in Monetary Policy Analysis," CEPR Discussion Papers 3897, C.E.P.R. Discussion Papers.
  12. Sylvia Kaufmann & Peter Kugler, 2005. "Does Money Matter for Inflation in the Euro Area?," Working Papers 103, Oesterreichische Nationalbank (Austrian Central Bank).
  13. Helge Berger & Pär �sterholm, 2011. "Does Money matter for U.S. Inflation? Evidence from Bayesian VARs," CESifo Economic Studies, CESifo, vol. 57(3), pages 531-550, September.
  14. Stefan Gerlach & Katrin Assenmacher-Wesche, 2006. "Interpreting Euro area inflation at high and low frequencies," BIS Working Papers 195, Bank for International Settlements.
  15. Jon Faust & Jonathan H. Wright, 2007. "Comparing Greenbook and Reduced Form Forecasts using a Large Realtime Dataset," NBER Working Papers 13397, National Bureau of Economic Research, Inc.
  16. Rudebusch, Glenn & Svensson, Lars, 1999. "Eurosystem Monetary Targeting: Lessons from U.S. Data," Seminar Papers 672, Stockholm University, Institute for International Economic Studies.
  17. Paul De Grauwe & Magdalena Polan, 2005. "Is Inflation Always and Everywhere a Monetary Phenomenon?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(2), pages 239-259, 06.
  18. Douglas W. Diamond & Raghuram G. Rajan, 2006. "Money in a Theory of Banking," American Economic Review, American Economic Association, vol. 96(1), pages 30-53, March.
  19. Scharnagl, Michael & Schumacher, Christian, 2007. "Reconsidering the role of monetary indicators for euro area inflation from a Bayesian perspective using group inclusion probabilities," Discussion Paper Series 1: Economic Studies 2007,09, Deutsche Bundesbank, Research Centre.
  20. Stefan Gerlach, 2004. "The two pillars of the European Central Bank," Economic Policy, CEPR;CES;MSH, vol. 19(40), pages 389-439, October.
  21. Frank Smets & Raf Wouters, 2002. "An estimated dynamic stochastic general equilibrium model of the euro area," Working Paper Research 35, National Bank of Belgium.
  22. Galina Hale & Òscar Jordà, 2007. "Do monetary aggregates help forecast inflation?," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, issue apr13.
  23. Aoki, Kosuke, 2006. "Optimal commitment policy under noisy information," Journal of Economic Dynamics and Control, Elsevier, vol. 30(1), pages 81-109, January.
  24. Emil Stavrev, 2006. "Measures of Underlying Inflation in the Euro Area: Assessment and Role for Informing Monetary Policy," IMF Working Papers 06/197, International Monetary Fund.
  25. Assenmacher-Wesche, Katrin & Gerlach, Stefan, 2006. "Understanding the Link between Money Growth and Inflation in the Euro Area," CEPR Discussion Papers 5683, C.E.P.R. Discussion Papers.
  26. Hofmann, Boris, 2006. "Do monetary indicators (still) predict euro area inflation?," Discussion Paper Series 1: Economic Studies 2006,18, Deutsche Bundesbank, Research Centre.
  27. Samuel Reynard, 2007. "Maintaining Low Inflation: Money, Interest Rates, and Policy Stance," Working Papers 2007-05, Swiss National Bank.
  28. Andrés, Javier & López-Salido, J David & Nelson, Edward, 2004. "Money and the Natural Rate of Interest: Structural Estimates for the UK, the US and the euro area," CEPR Discussion Papers 4337, C.E.P.R. Discussion Papers.
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