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Do monetary indicators (still) predict euro area inflation?

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  • Hofmann, Boris

Abstract

This paper assesses the performance of monetary indicators in predicting euro area HICP inflation out-of-sample over the period since the start of EMU considering a wide range of forecasting models, including standard bivariate forecasting models, factor models, simple combination forecasts as well as trivariate two-pillar Phillips Curve type forecasting models. The results suggest that monetary indicators are still useful indicators for inflation in the euro area, but that a thorough and broad based monetary analysis is needed to extract the information content of monetary developments for future inflation.

Suggested Citation

  • Hofmann, Boris, 2006. "Do monetary indicators (still) predict euro area inflation?," Discussion Paper Series 1: Economic Studies 2006,18, Deutsche Bundesbank.
  • Handle: RePEc:zbw:bubdp1:4469
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    File URL: https://www.econstor.eu/bitstream/10419/19646/1/200618dkp.pdf
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    References listed on IDEAS

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    1. Francis X. Diebold & Jose A. Lopez, 1995. "Forecast evaluation and combination," Research Paper 9525, Federal Reserve Bank of New York.
    2. Gerlach, Stefan & Svensson, Lars E. O., 2003. "Money and inflation in the euro area: A case for monetary indicators?," Journal of Monetary Economics, Elsevier, vol. 50(8), pages 1649-1672, November.
    3. Lemke, Wolfgang & Greiber, Claus, 2005. "Money demand and macroeconomic uncertainty," Discussion Paper Series 1: Economic Studies 2005,26, Deutsche Bundesbank.
    4. A. Calza & C. Gartner & J. Sousa, 2003. "Modelling the demand for loans to the private sector in the euro area," Applied Economics, Taylor & Francis Journals, vol. 35(1), pages 107-117.
    5. Calza, Alessandro & Gartner, Christine & Sousa, João, 2001. "Modelling the demand for loans to the private sector in the euro area," Working Paper Series 55, European Central Bank.
    6. Raffaella Giacomini & Halbert White, 2006. "Tests of Conditional Predictive Ability," Econometrica, Econometric Society, vol. 74(6), pages 1545-1578, November.
    7. Jean Boivin & Serena Ng, 2005. "Understanding and Comparing Factor-Based Forecasts," International Journal of Central Banking, International Journal of Central Banking, vol. 1(3), December.
    8. Mr. Joaquim Vieira Ferreira Levy & Mr. Alessandro Calza & Mr. Dieter Gerdesmeier, 2001. "Euro Area Money Demand: Measuring the Opportunity Costs Appropriately," IMF Working Papers 2001/179, International Monetary Fund.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    euro area; inflation; leading indicators; money;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E40 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - General
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

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