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Does Money Growth Granger-Cause Inflation in the Euro Area? Evidence from Out-of-Sample Forecasts Using Bayesian VARs

  • Pär Österholm
  • Helge Berger

We use a mean-adjusted Bayesian VAR model as an out-of-sample forecasting tool to test whether money growth Granger-causes inflation in the euro area. Based on data from 1970 to 2006 and forecasting horizons of up to 12 quarters, there is surprisingly strong evidence that including money improves forecasting accuracy. The results are very robust with regard to alternative treatments of priors and sample periods. That said, there is also reason not to overemphasize the role of money. The predictive power of money growth for inflation is substantially lower in more recent sample periods compared to the 1970s and 1980s. This cautions against using money-based inflation models anchored in very long samples for policy advice.

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Paper provided by International Monetary Fund in its series IMF Working Papers with number 08/53.

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Length: 29
Date of creation: 01 Mar 2008
Date of revision:
Handle: RePEc:imf:imfwpa:08/53
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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, 2006. "Interpreting Euro Area Inflation at High and Low Frequencies," CEPR Discussion Papers 5632, C.E.P.R. Discussion Papers.
  3. Meredith Beechey & Pär Österholm, 2012. "The Rise and Fall of U.S. Inflation Persistence," International Journal of Central Banking, International Journal of Central Banking, vol. 8(3), pages 55-86, September.
  4. Hofmann, Boris, 2006. "Do monetary indicators (still) predict euro area inflation?," Discussion Paper Series 1: Economic Studies 2006,18, Deutsche Bundesbank, Research Centre.
  5. Bennett T. McCallum, 2001. "Monetary policy analysis in models without money," Review, Federal Reserve Bank of St. Louis, issue Jul, pages 145-164.
  6. Marvin Goodfriend & Bennett T. McCallum, 2007. "Banking and interest rates in monetary policy analysis: a quantitative exploration," Proceedings, Federal Reserve Bank of San Francisco.
  7. 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.
  8. Jordi Galí & Mark Gertler, 2007. "Macroeconomic modeling for monetary policy evaluation," Economics Working Papers 1039, Department of Economics and Business, Universitat Pompeu Fabra, revised Jul 2007.
  9. Woodford, Michael, 2007. "How Important is Money in the Conduct of Monetary Policy?," CEPR Discussion Papers 6211, C.E.P.R. Discussion Papers.
  10. Marvin Goodfriend & Robert G. King, 2005. "The Incredible Volcker Disinflation," Boston University - Department of Economics - Macroeconomics Working Papers Series WP2005-007, Boston University - Department of Economics.
  11. Ashley, R & Granger, C W J & Schmalensee, R, 1980. "Advertising and Aggregate Consumption: An Analysis of Causality," Econometrica, Econometric Society, vol. 48(5), pages 1149-67, July.
  12. Benati, Luca, 2009. "Long run evidence on money growth and inflation," Working Paper Series 1027, European Central Bank.
  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. 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.
  15. Stefan Gerlach, 2004. "The two pillars of the European Central Bank," Economic Policy, CEPR;CES;MSH, vol. 19(40), pages 389-439, October.
  16. Nelson, Edward, 2003. "The future of monetary aggregates in monetary policy analysis," Journal of Monetary Economics, Elsevier, vol. 50(5), pages 1029-1059, July.
  17. Lance J. Bachmeier & Norman R. Swanson, 2005. "Predicting Inflation: Does The Quantity Theory Help?," Economic Inquiry, Western Economic Association International, vol. 43(3), pages 570-585, July.
  18. Albert Jaeger, 2003. "The ECB'S Money Pillar: An Assessment," IMF Working Papers 03/82, International Monetary Fund.
  19. Lawrence J. Christiano & Massimo Rostagno, 2001. "Money Growth Monitoring and the Taylor Rule," NBER Working Papers 8539, National Bureau of Economic Research, Inc.
  20. Gerlach, Stefan, 2003. "The ECB's Two Pillars," CEPR Discussion Papers 3689, C.E.P.R. Discussion Papers.
  21. Sergio Rossi, 2001. "Money and Inflation," Books, Edward Elgar, number 2571.
  22. Athanasios Orphanides, 1998. "Monetary policy rules based on real-time data," Finance and Economics Discussion Series 1998-03, Board of Governors of the Federal Reserve System (U.S.).
  23. Robert B. Litterman, 1985. "Forecasting with Bayesian vector autoregressions five years of experience," Working Papers 274, Federal Reserve Bank of Minneapolis.
  24. 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.
  25. Malin Adolfson & Michael K. Andersson & Jesper Lindé & Mattias Villani & Anders Vredin, 2007. "Modern Forecasting Models in Action: Improving Macroeconomic Analyses at Central Banks," International Journal of Central Banking, International Journal of Central Banking, vol. 3(4), pages 111-144, December.
  26. Todd E. Clark & Michael McCracken, 1999. "Tests of Equal Forecast Accuracy and Encompassing for Nested Models," Computing in Economics and Finance 1999 1241, Society for Computational Economics.
  27. Armstrong, J. Scott, 2007. "Significance tests harm progress in forecasting," International Journal of Forecasting, Elsevier, vol. 23(2), pages 321-327.
  28. Bachmeier, Lance & Leelahanon, Sittisak & Li, Qi, 2007. "Money Growth And Inflation In The United States," Macroeconomic Dynamics, Cambridge University Press, vol. 11(01), pages 113-127, February.
  29. Ireland, Peter N, 2004. "Money's Role in the Monetary Business Cycle," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(6), pages 969-83, December.
  30. Nicoletti-Altimari, Sergio, 2001. "Does money lead inflation in the euro area?," Working Paper Series 0063, European Central Bank.
  31. Lucas, Robert E, Jr, 1980. "Two Illustrations of the Quantity Theory of Money," American Economic Review, American Economic Association, vol. 70(5), pages 1005-14, December.
  32. David K. Backus & Patrick J. Kehoe, 1991. "International evidence on the historical properties of business cycles," Staff Report 145, Federal Reserve Bank of Minneapolis.
  33. Pär Österholm, 2008. "Can forecasting performance be improved by considering the steady state? An application to Swedish inflation and interest rate," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(1), pages 41-51.
  34. Villani, Mattias, 2005. "Inference in Vector Autoregressive Models with an Informative Prior on the Steady State," Working Paper Series 181, Sveriges Riksbank (Central Bank of Sweden).
  35. Athanasios Orphanides, 2003. "Historical monetary policy analysis and the Taylor rule," Finance and Economics Discussion Series 2003-36, Board of Governors of the Federal Reserve System (U.S.).
  36. Galina Hale & Òscar Jordà, 2007. "Do monetary aggregates help forecast inflation?," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, issue apr13.
  37. Lutkepohl, Helmut, 1989. "A note on the asymptotic distribution of impulse response functions of estimated var models with orthogonal residuals," Journal of Econometrics, Elsevier, vol. 42(3), pages 371-376, November.
  38. Todd E. Clark, 1996. "Finite-sample properties of tests for forecast equivalence," Research Working Paper 96-03, Federal Reserve Bank of Kansas City.
  39. Werner, Thomas & Lombardo, Giovanni & Kremer, Jana, 2003. "Money in a New-Keynesian model estimated with German data," Discussion Paper Series 1: Economic Studies 2003,15, Deutsche Bundesbank, Research Centre.
  40. Javier Andrés & J. David López-Salido & Javier Vallés, 2006. "Money in an Estimated Business Cycle Model of the Euro Area," Economic Journal, Royal Economic Society, vol. 116(511), pages 457-477, 04.
  41. 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.
  42. 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.
  43. Jones, Barry E. & Stracca, Livio, 2006. "Are money and consumption additively separable in the euro area? A non-parametric approach," Working Paper Series 0704, European Central Bank.
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