Accuracy, unbiasedness and efficiency of professional macroeconomic forecasts: An empirical comparison for the G7
In this paper, we use survey data to analyze the accuracy, unbiasedness and efficiency of professional macroeconomic forecasts. We analyze a large panel of individual forecasts that has not previously been analyzed in the literature. We provide evidence on the properties of forecasts for all G7-countries and for four different macroeconomic variables. Our results show a high degree of dispersion of forecast accuracy across forecasters. We also find that there are large differences in the performances of forecasters, not only across countries but also across different macroeconomic variables. In general, the forecasts tend to be biased in situations where the forecasters have to learn about large structural shocks or gradual changes in the trend of a variable. Furthermore, while a sizable fraction of forecasters seem to smooth their GDP forecasts significantly, this does not apply to forecasts made for other macroeconomic variables.
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- Pesaran, M.H. & Weale, M., 2005.
Cambridge Working Papers in Economics
0536, Faculty of Economics, University of Cambridge.
- Gianna Boero & Jeremy Smith & Kenneth F. Wallis, 2008. "Here is the News: Forecast Revisions in the Bank of England Survey of External Forecasters," National Institute Economic Review, National Institute of Economic and Social Research, vol. 203(1), pages 68-77, January.
- Davies, Anthony & Lahiri, Kajal, 1995. "A new framework for analyzing survey forecasts using three-dimensional panel data," Journal of Econometrics, Elsevier, vol. 68(1), pages 205-227, July.
- David Andolfatto & Scott Hendry & Kevin Moran, 2005.
"Are Inflation Expectations Rational?,"
- Nordhaus, William D, 1987.
"Forecasting Efficiency: Concepts and Applications,"
The Review of Economics and Statistics,
MIT Press, vol. 69(4), pages 667-74, November.
- Carlos CapistrÃ¡n & Allan Timmermann, 2006.
"Disagreement and Biases in Inflation Expectations,"
Computing in Economics and Finance 2006
3, Society for Computational Economics.
- Carlos Capistrán & Allan Timmermann, 2006. "Disagreement and Biases in Inflation Expectations," Working Papers 2006-07, Banco de México.
- Carlos Capistrán & Allan Timmermann, 2008. "Disagreement and Biases in Inflation Expectations," CREATES Research Papers 2008-56, School of Economics and Management, University of Aarhus.
- Loungani, Prakash, 2001.
"How accurate are private sector forecasts? Cross-country evidence from consensus forecasts of output growth,"
International Journal of Forecasting,
Elsevier, vol. 17(3), pages 419-432.
- Prakash Loungani, 2000. "How Accurate Are Private Sector Forecasts: Cross-Country Evidence From Consensus Forecasts of Output Growth," IMF Working Papers 00/77, International Monetary Fund.
- Dovern, Jonas & Fritsche, Ulrich & Slacalek, Jiri, 2009.
"Disagreement among forecasters in G7 countries,"
Working Paper Series
1082, European Central Bank.
- Fred Joutz & Michael P. Clements & Herman O. Stekler, 2007. "An evaluation of the forecasts of the federal reserve: a pooled approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(1), pages 121-136.
- Ager, Philipp & Kappler, Marcus & Osterloh, Steffen, 2007.
"The Accuracy and Efficiency of the Consensus Forecasts: A Further Application and Extension of the Pooled Approach,"
ZEW Discussion Papers
07-058, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Ager, P. & Kappler, M. & Osterloh, S., 2009. "The accuracy and efficiency of the Consensus Forecasts: A further application and extension of the pooled approach," International Journal of Forecasting, Elsevier, vol. 25(1), pages 167-181.
- Giampiero M. Gallo & Clive W.J. Granger & Yongil Jeon, 2002.
"Copycats and Common Swings: The Impact of the Use of Forecasts in Information Sets,"
IMF Staff Papers,
Palgrave Macmillan, vol. 49(1), pages 2.
- Giampiero M. Gallo & Clive W.J. Granger & Yongil Jeon, 2001. "Copycats and Common Swings: the Impact of the Use of Forecasts in Information Sets," Econometrics Working Papers Archive wp2001_01, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".
- Figlewski, Stephen & Wachtel, Paul, 1981. "The Formation of Inflationary Expectations," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 1-10, February.
- David Laster & Paul Bennett & In Sun Geoum, 1999. "Rational Bias in Macroeconomic Forecasts," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 293-318.
- 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 714-35, September.
- Dovern, Jonas & Weisser, Johannes, 2011.
"Accuracy, unbiasedness and efficiency of professional macroeconomic forecasts: An empirical comparison for the G7,"
International Journal of Forecasting,
Elsevier, vol. 27(2), pages 452-465, April.
- Dovern, Jonas & Weisser, Johannes, 2011. "Accuracy, unbiasedness and efficiency of professional macroeconomic forecasts: An empirical comparison for the G7," International Journal of Forecasting, Elsevier, vol. 27(2), pages 452-465.
- Jonas Dovern & Johannes Weisser, 2009. "Accuracy, Unbiasedness and Efficiency of Professional Macroeconomic Forecasts: An empirical Comparison for the G7," Jena Economic Research Papers 2009-091, Friedrich-Schiller-University Jena.
- Bathcelor, Roy & Dua, Pami, 1990. "Forecaster ideology, forecasting technique, and the accuracy of economic forecasts," International Journal of Forecasting, Elsevier, vol. 6(1), pages 3-10.
- Allan Timmermann, 2007.
"An Evaluation of the World Economic Outlook Forecasts,"
IMF Staff Papers,
Palgrave Macmillan, vol. 54(1), pages 1-33, May.
- Allan Timmermann, 2006. "An Evaluation of the World Economic Outlook Forecasts," IMF Working Papers 06/59, International Monetary Fund.
- Croushore, Dean, 2006. "Forecasting with Real-Time Macroeconomic Data," Handbook of Economic Forecasting, Elsevier.
- David I. Harvey & Stephen J. Leybourne & Paul Newbold, 2001. "Analysis of a panel of UK macroeconomic forecasts," Econometrics Journal, Royal Economic Society, vol. 4(1), pages S37-S55.
- Batchelor, Roy, 2007. "Bias in macroeconomic forecasts," International Journal of Forecasting, Elsevier, vol. 23(2), pages 189-203.
- Isiklar, Gultekin & Lahiri, Kajal & Loungani, Prakash, 2006.
"How quickly do forecasters incorporate news? Evidence from cross-country surveys,"
22065, University Library of Munich, Germany.
- Kajal Lahiri & Gultekin Isiklar & Prakash Loungani, 2006. "How quickly do forecasters incorporate news? Evidence from cross-country surveys," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 703-725.
- Ashiya, Masahiro, 2003. "Testing the rationality of Japanese GDP forecasts: the sign of forecast revision matters," Journal of Economic Behavior & Organization, Elsevier, vol. 50(2), pages 263-269, February.
- 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.
- Roy Batchelor, 2007. "Forecaster Behaviour and Bias in Macroeconomic Forecasts," Ifo Working Paper Series Ifo Working Paper No. 39, Ifo Institute for Economic Research at the University of Munich.
- Lahiri, Kajal & Sheng, Xuguang, 2008. "Evolution of forecast disagreement in a Bayesian learning model," Journal of Econometrics, Elsevier, vol. 144(2), pages 325-340, June.
- Roy Batchelor, 2001. "How useful are the forecasts of intergovernmental agencies? The IMF and OECD versus the consensus," Applied Economics, Taylor & Francis Journals, vol. 33(2), pages 225-235.
- Boero, Gianna & Smith, Jeremy & Wallis, Kenneth F., 2008. "Evaluating a three-dimensional panel of point forecasts: The Bank of England Survey of External Forecasters," International Journal of Forecasting, Elsevier, vol. 24(3), pages 354-367.
- Blundell, Richard & Bond, Stephen & Devereux, Michael & Schiantarelli, Fabio, 1992. "Investment and Tobin's Q: Evidence from company panel data," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 233-257.
- Jacob A. Mincer & Victor Zarnowitz, 1969. "The Evaluation of Economic Forecasts," NBER Chapters, in: Economic Forecasts and Expectations: Analysis of Forecasting Behavior and Performance, pages 3-46 National Bureau of Economic Research, Inc.
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