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Forecast Errors Before and After the Great Moderation

Author

Listed:
  • Edward N. Gamber

    (Lafayette College)

  • Julie K. Smith

    (Lafayette College)

  • Matthew Weiss

    (Brooklyn Law School)

Abstract

This paper investigates the change in private-sector and Federal Reserve forecasts before and after the Great Moderation. We view the Great Moderation as a natural experiment. Using forecasts produced by the Survey of Professional Forecasters and the Federal Reserve (Greenbook forecasts) we investigate four questions: 1) How large was the decline in forecast errors? 2) Did forecast accuracy improve relative to the decline in volatility of growth and inflation? 3) Did forecasters respond to the Great Moderation? 4) What are the potential benefits to monetary policymakers of smaller forecast errors? We find that the absolute median error as well as the cross-sectional volatility of forecast errors decreased significantly. Forecasters appeared to have narrowed the dispersion of their forecasts in response to the Great Moderation. Forecast accuracy did not improve relative to the reduction in the volatility of the economy. To the extent that the Fed is forward-looking when it sets its federal funds rate target, improvements in forecast accuracy imply substantial improvements in the Fed’s ability to reach its optimum federal funds rate target.

Suggested Citation

  • Edward N. Gamber & Julie K. Smith & Matthew Weiss, 2008. "Forecast Errors Before and After the Great Moderation," Working Papers 2008-001, The George Washington University, Department of Economics, H. O. Stekler Research Program on Forecasting, revised Mar 2009.
    • Handle: RePEc:gwc:wpaper:2008-001
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    References listed on IDEAS

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    Cited by:

    1. Gamber, Edward N. & Smith, Julie K. & McNamara, Dylan C., 2014. "Where is the Fed in the distribution of forecasters?," Journal of Policy Modeling, Elsevier, vol. 36(2), pages 296-312.

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    More about this item

    Keywords

    forecast errors; Greenbook; Survey of Professional Forecasters; Great Moderation;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications

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