Evaluating German Business Cycle Forecasts Under an Asymmetric Loss Function
AbstractBased on annual data for growth and inflation forecasts for Germany covering the time span from 1970 to 2007 and up to 17 different forecasts per year, we test for a possible asymmetry of the forecasters' loss function and estimate the degree of asymmetry for each forecasting institution using the approach of Elliot et al. (2005). Furthermore, we test for the rationality of the forecasts under the assumption of a possibly asymmetric loss function and for the features of an optimal forecast under the assumption of a generalized loss function. We find only limited evidence for the existence of an asymmetric loss functions of German forecasters. As regards the rationality of the forecasts the results depend on the underlying assumption of the test. The rationality of inflation forecasts is more doubtful than those of growth forecasts.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by Hamburg University, Department Wirtschaft und Politik in its series Macroeconomics and Finance Series with number 200905.
Length: 46 pages
Date of creation: Jul 2009
Date of revision:
Business cycle forecast evaluation; asymmetric loss function; and rational expectations;
Other versions of this item:
- JÃ¶rg DÃ¶pke & Ulrich Fritsche & Boriss Siliverstovs, 2010. "Evaluating German business cycle forecasts under an asymmetric loss function," OECD Journal: Journal of Business Cycle Measurement and Analysis, OECD Publishing,CIRET, vol. 2010(1), pages 1-18.
- Jörg Döpke & Ulrich Fritsche & Boriss Siliverstovs, 2009. "Evaluating German Business Cycle Forecasts Under an Asymmetric Loss Function," KOF Working papers 09-237, KOF Swiss Economic Institute, ETH Zurich.
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- E42 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Monetary Sytsems; Standards; Regimes; Government and the Monetary System
This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-07-28 (All new papers)
- NEP-CBA-2009-07-28 (Central Banking)
- NEP-FOR-2009-07-28 (Forecasting)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Allan Timmermann & Graham Elliott & Ivana Komunjer, 2004.
"Biases in Macroeconomic Forecasts: Irrationality or Asymmetric Loss?,"
Econometric Society 2004 North American Summer Meetings
601, Econometric Society.
- Graham Elliott & Ivana Komunjer & Allan Timmermann, 2008. "Biases in Macroeconomic Forecasts: Irrationality or Asymmetric Loss?," Journal of the European Economic Association, MIT Press, MIT Press, vol. 6(1), pages 122-157, 03.
- Graham Elliott & Ivana Komunjer & Allan Timmermann, 2005. "Biases In Macroeconomic Forecasts: Irrationality Or Asymmetric Loss?," CAMA Working Papers 2005-14, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Patton, Andrew J. & Timmermann, Allan, 2007. "Testing Forecast Optimality Under Unknown Loss," Journal of the American Statistical Association, American Statistical Association, American Statistical Association, vol. 102, pages 1172-1184, December.
- Peter F. Christoffersen & Francis X. Diebold, 1997.
"Optimal prediction under asymmetric loss,"
97-11, Federal Reserve Bank of Philadelphia.
- Christoffersen & Diebold, . "Optimal Prediction Under Asymmetric Loss," Home Pages 167, 1996., University of Pennsylvania.
- Peter F. Christoffersen & Francis X. Diebold, 1994. "Optimal Prediction Under Asymmetric Loss," NBER Technical Working Papers 0167, National Bureau of Economic Research, Inc.
- Peter F. Christoffersen & Francis X. Diebold, . "Optimal Prediction Under Asymmetric Loss," CARESS Working Papres, University of Pennsylvania Center for Analytic Research and Economics in the Social Sciences 97-20, University of Pennsylvania Center for Analytic Research and Economics in the Social Sciences.
- Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, Econometric Society, vol. 50(4), pages 987-1007, July.
- Batchelor, Roy & Peel, David A., 1998. "Rationality testing under asymmetric loss," Economics Letters, Elsevier, vol. 61(1), pages 49-54, October.
- Michael Artis & Massimiliano Marcellino, 2001.
"Fiscal forecasting: The track record of the IMF, OECD and EC,"
Royal Economic Society, vol. 4(1), pages S20-S36.
- Artis, M. & Marcellino, M., 1999. "Fiscal Forecasting: the Track Record of the IMF, OECD and EC," Economics Working Papers eco99/22, European University Institute.
- Artis, Michael J & Marcellino, Massimiliano, 1999. "Fiscal Forecasting: the Track Record of the IMF, OECD, and EC," CEPR Discussion Papers 2206, C.E.P.R. Discussion Papers.
- 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.
- 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.
- Steffen Osterloh, 2008.
"Accuracy and Properties of German Business Cycle Forecasts,"
Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin,
Duncker & Humblot, Berlin, vol. 54(1), pages 27-57.
- Osterloh, Steffen, 2006. "Accuracy and properties of German business cycle forecasts," ZEW Discussion Papers 06-87, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Hansen, Bruce E & West, Kenneth D, 2002. "Generalized Method of Moments and Macroeconomics," Journal of Business & Economic Statistics, American Statistical Association, American Statistical Association, vol. 20(4), pages 460-69, October.
- G. A. Christodoulakis & E. C. Mamatzakis, 2009. "Assessing the prudence of economic forecasts in the EU," Journal of Applied Econometrics, John Wiley & Sons, Ltd., John Wiley & Sons, Ltd., vol. 24(4), pages 583-606.
- Clive W.J. Granger, 1999. "Outline of forecast theory using generalized cost functions," Spanish Economic Review, Springer, Springer, vol. 1(2), pages 161-173.
- Fildes, Robert & Stekler, Herman, 2002. "The state of macroeconomic forecasting," Journal of Macroeconomics, Elsevier, vol. 24(4), pages 435-468, December.
- George A. Christodoulakis & Emmanuel C. Mamatzakis, 2008. "An assessment of the EU growth forecasts under asymmetric preferences," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 27(6), pages 483-492.
- David Laster & Paul Bennett & In Sun Geoum, 1999. "Rational Bias In Macroeconomic Forecasts," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 114(1), pages 293-318, February.
- Alan S. Blinder, 1999. "Central Banking in Theory and Practice," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522608, December.
- Jonas Dovern & Johannes Weisser, 2008. "Are They Really Rational? Assessing Professional Macro-Economic Forecasts from the G7-Countries," Kiel Working Papers 1447, Kiel Institute for the World Economy.
- Graham Elliott & Allan Timmermann & Ivana Komunjer, 2005. "Estimation and Testing of Forecast Rationality under Flexible Loss," Review of Economic Studies, Oxford University Press, vol. 72(4), pages 1107-1125.
Blog mentionsAs found by EconAcademics.org, the blog aggregator for Economics research:
- The loss aversion of economic forecasters
by Economic Logician in Economic Logic on 2009-12-01 13:59:00
- Pierdzioch, Christian & Rülke, Jan-Christoph & Stadtmann, Georg, 2012. "On the loss function of the Bank of Canada: A note," Economics Letters, Elsevier, vol. 115(2), pages 155-159.
- Tsuchiya, Yoichi, 2012. "Evaluating Japanese corporate executives’ forecasts under an asymmetric loss function," Economics Letters, Elsevier, vol. 116(3), pages 601-603.
- Hans Christian Müller-Dröge & Tara M. Sinclair & H.O. Stekler, 2014. "Evaluating Forecasts of a Vector of Variables: a German Forecasting Competition," CAMA Working Papers 2014-55, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Christian Pierdzioch & Jan-Christoph Rï¿½lke & Georg Stadtmann, 2013.
"Oil price forecasting under asymmetric loss,"
Applied Economics, Taylor & Francis Journals,
Taylor & Francis Journals, vol. 45(17), pages 2371-2379, June.
- Krüger, Jens J. & Hoss, Julian, 2012. "German business cycle forecasts, asymmetric loss and financial variables," Economics Letters, Elsevier, vol. 114(3), pages 284-287.
- Jens J. Krüger, 2014. "A multivariate evaluation of German output growth and inflation forecasts," Economics Bulletin, AccessEcon, vol. 34(3), pages 1410-1418.
- Jan-Christoph Ruelke, 2012. "Do Private Sector Forecasters Desire to Deviate From the German Council of Economic Experts?," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 232(4), pages 414-428, July.
- Claudia M. Buch & Oliver HoltemÃ¶ller, 2014. "Do We Need New Modelling Approaches in Macroeconomics?," IWH Discussion Papers, Halle Institute for Economic Research 8, Halle Institute for Economic Research.
- Ulrich Fritsche & Christian Pierdzioch & Jan-Christoph Ruelke & Georg Stadtmann, 2012. "Forecasting the Brazilian Real and the Mexican Peso: Asymmetric Loss, Forecast Rationality, and Forecaster Herding," Macroeconomics and Finance Series, Hamburg University, Department Wirtschaft und Politik 201202, Hamburg University, Department Wirtschaft und Politik.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ulrich Fritsche).
If references are entirely missing, you can add them using this form.