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Oil price forecasting under asymmetric loss

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  • Pierdzioch, Christian
  • Rülke, Jan-Christoph
  • Stadtmann, Georg

Abstract

Based on the approach advanced by Elliott et al. (Rev. Ec. Studies. 72, 1197-1125), we found that the loss function of a sample of oil price forecasters is asymmetric in the forecast error. Our findings indicate that the loss oil price forecasters incurred when their forecasts exceeded the price of oil tended to be larger than the loss they incurred when their forecast fell short of the price of oil. Accounting for the asymmetry of the loss function does not necessarily make forecasts look rational. --

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Bibliographic Info

Paper provided by European University Viadrina Frankfurt (Oder), Department of Business Administration and Economics in its series Discussion Papers with number 314.

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Date of creation: 2012
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Handle: RePEc:zbw:euvwdp:314

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Keywords: oil price; forecasting; loss function; rationality of forecasts;

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  1. Graham Elliott & Ivana Komunjer & Allan Timmermann, 2008. "Biases in Macroeconomic Forecasts: Irrationality or Asymmetric Loss?," Journal of the European Economic Association, MIT Press, vol. 6(1), pages 122-157, 03.
  2. Auffhammer, Maximilian, 2005. "The rationality of EIA forecasts under symmetric and asymmetric loss," CUDARE Working Paper Series 1009, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.
  3. Batchelor, Roy & Peel, David A., 1998. "Rationality testing under asymmetric loss," Economics Letters, Elsevier, vol. 61(1), pages 49-54, October.
  4. 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.
  5. Bernhardt, Dan & Campello, Murillo & Kutsoati, Edward, 2006. "Who herds?," Journal of Financial Economics, Elsevier, vol. 80(3), pages 657-675, June.
  6. 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.
  7. Benassy-Quere, Agnes & Larribeau, Sophie & MacDonald, Ronald, 2003. "Models of exchange rate expectations: how much heterogeneity?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(2), pages 113-136, April.
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