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Does Central Bank Staff Beat Private Forecasters?

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  • Jung, Alexander
  • El-Shagi, Makram
  • Giesen, Sebastian

Abstract

This paper assesses the relative performance of central bank staff forecasts and of private forecasters for inflation and output. We show that the Federal Reserve (Fed), and less so the European Central Bank (ECB), has a significant information advantage concerning inflation and output forecasts. Using recently developed tests for conditional predictive ability and forecast stability for the US, we find that the driving forces behind the narrowing of the information advantage of Greenbook forecasts have coincided with the Great Moderation.

Suggested Citation

  • Jung, Alexander & El-Shagi, Makram & Giesen, Sebastian, 2013. "Does Central Bank Staff Beat Private Forecasters?," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79925, Verein für Socialpolitik / German Economic Association.
    • Handle: RePEc:zbw:vfsc13:79925
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    1. Rossi, Barbara, 2005. "Optimal Tests For Nested Model Selection With Underlying Parameter Instability," Econometric Theory, Cambridge University Press, vol. 21(5), pages 962-990, October.
    2. Paul Hubert, 2015. "ECB Projections as a Tool for Understanding Policy Decisions," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 34(7), pages 574-587, November.
    3. Jeffrey A. Frankel & Jesse Schreger, 2012. "Over-optimistic Official Forecasts in the Eurozone and Fiscal Rules," NBER Working Papers 18283, National Bureau of Economic Research, Inc.
    4. Peek, Joe & Rosengren, Eric S. & Tootell, Geoffrey M. B., 2003. "Does the federal reserve possess an exploitable informational advantage?," Journal of Monetary Economics, Elsevier, vol. 50(4), pages 817-839, May.
    5. Martin Ellison & Thomas J. Sargent, 2012. "A Defense Of The Fomc," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 53(4), pages 1047-1065, November.
    6. Jung, Alexander, 2011. "An international comparison of voting by committees," Working Paper Series 1383, European Central Bank.
    7. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    8. Keane, Michael P & Runkle, David E, 1990. "Testing the Rationality of Price Forecasts: New Evidence from Panel Data," American Economic Review, American Economic Association, vol. 80(4), pages 714-735, September.
    9. Alesina, Alberto & Summers, Lawrence H, 1993. "Central Bank Independence and Macroeconomic Performance: Some Comparative Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(2), pages 151-162, May.
    10. Genre, Véronique & Kenny, Geoff & Meyler, Aidan & Timmermann, Allan, 2013. "Combining expert forecasts: Can anything beat the simple average?," International Journal of Forecasting, Elsevier, vol. 29(1), pages 108-121.
    11. Glenn D. Rudebusch & John C. Williams, 2008. "Revealing the Secrets of the Temple: The Value of Publishing Central Bank Interest Rate Projections," NBER Chapters, in: Asset Prices and Monetary Policy, pages 247-289, National Bureau of Economic Research, Inc.
    12. Antonello D'Agostino & Karl Whelan, 2008. "Federal Reserve Information During the Great Moderation," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 609-620, 04-05.
    13. Tillmann, Peter, 2011. "Strategic forecasting on the FOMC," European Journal of Political Economy, Elsevier, vol. 27(3), pages 547-553, September.
    14. Carlos Bowles & Roberta Friz & Veronique Genre & Geoff Kenny & Aidan Meyler & Tuomas Rautanen, 2007. "The ECB survey of professional forecasters (SPF) – A review after eight years’ experience," Occasional Paper Series 59, European Central Bank.
    15. Kenny, Geoff & Morgan, Julian, 2011. "Some lessons from the financial crisis for the economic analysis," Occasional Paper Series 130, European Central Bank.
    16. Barbara Rossi & Tatevik Sekhposyan, 2011. "Forecast Optimality Tests in the Presence of Instabilities," Working Papers 11-18, Duke University, Department of Economics.
    17. Juan Angel Garcia, 2003. "An introduction to the ECB’s survey of professional forecasters," Occasional Paper Series 08, European Central Bank.
    18. James H. Stock & Mark W. Watson, 2007. "Why Has U.S. Inflation Become Harder to Forecast?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(s1), pages 3-33, February.
    19. El-Shagi, Makram, 2011. "Inflation expectations: Does the market beat econometric forecasts?," The North American Journal of Economics and Finance, Elsevier, vol. 22(3), pages 298-319.
    20. Michael W. McCracken, 2010. "Disagreement at the FOMC: the dissenting votes are just part of the story," The Regional Economist, Federal Reserve Bank of St. Louis, issue Oct, pages 10-16.
    21. Domenico Giannone & Jérôme Henry & Magdalena Lalik & Michele Modugno, 2012. "An Area-Wide Real-Time Database for the Euro Area," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1000-1013, November.
    22. Kenny, Geoff & Morgan, Julian, 2011. "Some lessons from the financial crisis for the economic analysis," Occasional Paper Series 130, European Central Bank.
    23. David L. Reifschneider & Peter Tulip, 2007. "Gauging the uncertainty of the economic outlook from historical forecasting errors," Finance and Economics Discussion Series 2007-60, Board of Governors of the Federal Reserve System (U.S.).
    24. David R. Johnson, 1997. "Expected Inflation in Canada 1988-1995: An Evaluation of Bank of Canada Credibility and the Effect of Inflation Targets," Canadian Public Policy, University of Toronto Press, vol. 23(3), pages 233-258, September.
    25. Raffaella Giacomini & Halbert White, 2006. "Tests of Conditional Predictive Ability," Econometrica, Econometric Society, vol. 74(6), pages 1545-1578, November.
    26. Paul Hubert, 2015. "ECB Projections as a Tool for Understanding Policy Decisions," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 34(7), pages 574-587, November.
    27. Christopher A. Sims, 2002. "The Role of Models and Probabilities in the Monetary Policy Process," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 33(2), pages 1-62.
    28. Gavin, William T. & Mandal, Rachel J., 2003. "Evaluating FOMC forecasts," International Journal of Forecasting, Elsevier, vol. 19(4), pages 655-667.
    29. Andrews, Donald W. K. & Lee, Inpyo & Ploberger, Werner, 1996. "Optimal changepoint tests for normal linear regression," Journal of Econometrics, Elsevier, vol. 70(1), pages 9-38, January.
    30. Blattner, Tobias Sebastian & Catenaro, Marco & Ehrmann, Michael & Strauch, Rolf & Turunen, Jarkko, 2008. "The predictability of monetary policy," Occasional Paper Series 83, European Central Bank.
    31. Moutot, Philippe & Jung, Alexander & Mongelli, Francesco Paolo, 2008. "The working of the eurosystem: monetary policy preparations and decision-making - selected issues," Occasional Paper Series 79, European Central Bank.
    32. Kenny, Geoff & Genre, Véronique & Meyler, Aidan & Timmermann, Allan, 2010. "Combining the forecasts in the ECB survey of professional forecasters: can anything beat the simple average?," Working Paper Series 1277, European Central Bank.
    33. Philippe Moutot & Alexander Jung & Francesco Paolo Mongelli, 2008. "The working of the eurosystem - monetary policy preparations and decision-making – selected issues," Occasional Paper Series 79, European Central Bank.
    34. Marvin Goodfriend, 1997. "Monetary policy comes of age: a 20th century odyssey," Economic Quarterly, Federal Reserve Bank of Richmond, issue Win, pages 1-22.
    35. James H. Stock & Mark W. Watson, 2007. "Erratum to "Why Has U.S. Inflation Become Harder to Forecast?"," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(7), pages 1849-1849, October.
    36. Peter Tulip, 2009. "Has the Economy Become More Predictable? Changes in Greenbook Forecast Accuracy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(6), pages 1217-1231, September.
    37. David H. Romer & Christina D. Romer, 2000. "Federal Reserve Information and the Behavior of Interest Rates," American Economic Review, American Economic Association, vol. 90(3), pages 429-457, June.
    38. Christina D. Romer & David H. Romer, 2008. "The FOMC versus the Staff: Where Can Monetary Policymakers Add Value?," American Economic Review, American Economic Association, vol. 98(2), pages 230-235, May.
    39. Swanson, Eric T., 2006. "Have Increases in Federal Reserve Transparency Improved Private Sector Interest Rate Forecasts?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(3), pages 791-819, April.
    40. Raffaella Giacomini & Barbara Rossi, 2010. "Forecast comparisons in unstable environments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 595-620.
    41. Gamber, Edward N. & Smith, Julie K., 2009. "Are the Fed's inflation forecasts still superior to the private sector's?," Journal of Macroeconomics, Elsevier, vol. 31(2), pages 240-251, June.
    42. Kenny, Geoff & Genre, Véronique & Bowles, Carlos & Friz, Roberta & Meyler, Aidan & Rautanen, Tuomas, 2007. "The ECB survey of professional forecasters (SPF) - A review after eight years' experience," Occasional Paper Series 59, European Central Bank.
    43. Dean Croushore, 2012. "Forecast bias in two dimensions," Working Papers 12-9, Federal Reserve Bank of Philadelphia.
    44. Ildeberta Abreu, 2011. "International organisations’ vs. private analysts’ forecasts: an evaluation," Working Papers w201120, Banco de Portugal, Economics and Research Department.
    45. Tobias Blattner & Marco Catenaro & Michael Ehrmann & Rolf Strauch & Jarkko Turunen, 2008. "The predictability of monetary policy," Occasional Paper Series 83, European Central Bank.
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    Cited by:

    1. Sheng, Xuguang (Simon), 2015. "Evaluating the economic forecasts of FOMC members," International Journal of Forecasting, Elsevier, vol. 31(1), pages 165-175.
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    3. Ekşi Ozan & Taş Bedri Kamil Onur & Orman Cüneyt, 2017. "Has the forecasting performance of the Federal Reserve’s Greenbooks changed over time?," The B.E. Journal of Macroeconomics, De Gruyter, vol. 17(2), pages 1-25, June.

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    More about this item

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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