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The information content of money in forecasting Euro area inflation

  • Berger, Helge
  • Stavrev, Emil

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 Free University Berlin, School of Business & Economics in its series Discussion Papers with number 2008/15.

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Date of creation: 2008
Date of revision:
Handle: RePEc:zbw:fubsbe:200815
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  1. Stefan Gerlach & Lars E.O. Svensson, 2000. "Money and Inflation in the Euro Area: A Case for Monetary Indicators?," NBER Working Papers 8025, National Bureau of Economic Research, Inc.
  2. Assenmacher-Wesche, Katrin & Gerlach, Stefan & Sekine, Toshitaka, 2007. "Monetary factors and inflation in Japan," IMFS Working Paper Series 13, Institute for Monetary and Financial Stability (IMFS), Goethe University Frankfurt.
  3. Michael Woodford, 2006. "How Important is Money in the Conduct of Monetary Policy?," Working Papers 1104, Queen's University, Department of Economics.
  4. Lawrence J. Christiano & Martin Eichenbaum & Charles Evans, 2001. "Nominal rigidities and the dynamic effects of a shock to monetary policy," Proceedings, Federal Reserve Bank of San Francisco, issue Jun.
  5. Hofmann, Boris, 2006. "Do monetary indicators (still) predict euro area inflation?," Discussion Paper Series 1: Economic Studies 2006,18, Deutsche Bundesbank, Research Centre.
  6. Nelson, Edward, 2003. "The future of monetary aggregates in monetary policy analysis," Journal of Monetary Economics, Elsevier, vol. 50(5), pages 1029-1059, July.
  7. Douglas W. Diamond & Raghuram G. Rajan, 2003. "Money in a Theory of Banking," NBER Working Papers 10070, National Bureau of Economic Research, Inc.
  8. Berger, Helge & Österholm, Pär, 2008. "Does money matter for U.S. inflation? Evidence from Bayesian VARs," Discussion Papers 2008/9, Free University Berlin, School of Business & Economics.
  9. Aoki, Kosuke, 2006. "Optimal commitment policy under noisy information," Journal of Economic Dynamics and Control, Elsevier, vol. 30(1), pages 81-109, January.
  10. Rudebusch, Glenn D. & Svensson, Lars E. O., 2002. "Eurosystem monetary targeting: Lessons from U.S. data," European Economic Review, Elsevier, vol. 46(3), pages 417-442, March.
  11. Nelson, Edward, 2001. "Direct Effects of Base Money on Aggregate Demand: Theory and Evidence," CEPR Discussion Papers 2666, C.E.P.R. Discussion Papers.
  12. Barbara Roffia & Andrea Zaghini, 2007. "Excess Money Growth and Inflation Dynamics," International Finance, Wiley Blackwell, vol. 10(3), pages 241-280, December.
  13. Reynard, Samuel, 2007. "Maintaining low inflation: Money, interest rates, and policy stance," Journal of Monetary Economics, Elsevier, vol. 54(5), pages 1441-1471, July.
  14. Marc Hallin & Mario Forni & Marco Lippi & Lucrezia Reichlin, 2003. "Do financial variables help forecasting inflation and real activity in the Euro area ?," ULB Institutional Repository 2013/2123, ULB -- Universite Libre de Bruxelles.
  15. Helge Berger & Pär Österholm, 2011. "Does Money Growth Granger Cause Inflation in the Euro Area? Evidence from Out‐of‐Sample Forecasts Using Bayesian VARs," The Economic Record, The Economic Society of Australia, vol. 87(276), pages 45-60, March.
  16. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393 Elsevier.
  17. Assenmacher-Wesche, Katrin & Gerlach, Stefan, 2008. "Interpreting euro area inflation at high and low frequencies," European Economic Review, Elsevier, vol. 52(6), pages 964-986, August.
  18. 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.
  19. Emil Stavrev, 2010. "Measures of underlying inflation in the euro area: assessment and role for informing monetary policy," Empirical Economics, Springer, vol. 38(1), pages 217-239, February.
  20. 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.
  21. Sylvia Kaufmann & Peter Kugler, 2005. "Does Money Matter for Inflation in the Euro Area?," Working Papers 103, Oesterreichische Nationalbank (Austrian Central Bank).
  22. 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.
  23. Frank Smets & Raf Wouters, 2002. "An estimated dynamic stochastic general equilibrium model of the euro area," Working Paper Research 35, National Bank of Belgium.
  24. Stefan Gerlach, 2004. "The two pillars of the European Central Bank," Economic Policy, CEPR;CES;MSH, vol. 19(40), pages 389-439, October.
  25. 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.
  26. 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.
  27. 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.
  28. Galina Hale & Òscar Jordà, 2007. "Do monetary aggregates help forecast inflation?," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, issue apr13.
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