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Battle of the Forecasts: Mean vs. Median as the Survey of Professional Forecasters’ Consensus

Author

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  • Fatima Mboup
  • Ardy Wurtzel

Abstract

In this Research Brief, we study whether the accuracy of the median forecast in fact exceeds that of the mean forecast. Because we want the results of our study to be as robust as possible, we examine the forecasts for six important survey variables over five forecast horizons, using four alternative measures of the realizations from which we compute the forecast errors, and four alternative sample periods. We apply the well-known Diebol?Mariano (1995) statistical test for relative forecast accuracy between the mean and median consensus projections.

Suggested Citation

  • Fatima Mboup & Ardy Wurtzel, 2018. "Battle of the Forecasts: Mean vs. Median as the Survey of Professional Forecasters’ Consensus," Research Brief, Federal Reserve Bank of Philadelphia, issue Q4.
  • Handle: RePEc:fip:fedprb:00002
    DOI: 10.21799/frbp.rb.2018.dec
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    File URL: https://www.philadelphiafed.org/-/media/frbp/assets/economy/reports/research-briefs/rb181226-battle-of-the-forecasts.pdf
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    Cited by:

    1. Constantin Bürgi & Tara M. Sinclair, 2021. "What does forecaster disagreement tell us about the state of the economy?," Applied Economics Letters, Taylor & Francis Journals, vol. 28(1), pages 49-53, January.

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    Keywords

    median forecast; mean forecast;

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