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Incorporating Judgement in Fan Charts

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Pär Österholm

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Abstract

Within a decision-making group, such as a central bank's monetary-policy committee, group members often hold differing views about the future of key economic variables. Such differences of opinion can be thought of as reflecting differing sets of judgement. This paper suggests modelling each agent's judgement as one scenario in a macroeconomic model. Each judgement set has a specific dynamic impact on the system and, accordingly, a particular predictive density-or "fan chart"-associated with it. A weighted linear combination of the predictive densities yields a final predictive density that reflects the uncertainty perceived by the agents generating the forecast. Copyright © The editors of the "Scandinavian Journal of Economics" 2009. .

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File URL: http://www.blackwell-synergy.com/doi/abs/10.1111/j.1467-9442.2009.01569.x
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Publisher Info
Article provided by Blackwell Publishing in its journal Scandinavian Journal of Economics.

Volume (Year): 111 (2009)
Issue (Month): 2 (06)
Pages: 387-415
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Handle: RePEc:bla:scandj:v:111:y:2009:i:2:p:387-415

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    Other versions:
  3. Hamilton, James D & Herrera, Ana Maria, 2004. "Oil Shocks and Aggregate Macroeconomic Behavior: The Role of Monetary Policy: Comment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 265-86, April.
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  6. Ana Maria Herrera & James Hamilton, 2001. "Oil Shocks and Aggregate Macroeconomic Behavior: The Role of Monetary Policy," University of California at San Diego, Economics Working Paper Series 2001-10, Department of Economics, UC San Diego. [Downloadable!]
  7. Diebold, Francis X. & Pauly, Peter, 1990. "The use of prior information in forecast combination," International Journal of Forecasting, Elsevier, vol. 6(4), pages 503-508, December. [Downloadable!] (restricted)
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  8. Kenneth F. Wallis, 2005. "Combining Density and Interval Forecasts: A Modest Proposal," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(s1), pages 983-994, December. [Downloadable!] (restricted)
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  11. Bernanke, Ben S & Gertler, Mark & Watson, Mark W, 2004. "Oil Shocks and Aggregate Macroeconomic Behavior: The Role of Monetary Policy: Reply," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 287-91, April.
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  13. Malin Adolfson & Stefan Laséen & Jesper Lindé & Mattias Villani, 2005. "Are Constant Interest Rate Forecasts Modest Policy Interventions? Evidence from a Dynamic Open-Economy Model," International Finance, Blackwell Publishing, vol. 8(3), pages 509-544, December. [Downloadable!] (restricted)
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  15. Eric M. Leeper & Tao Zha, 2003. "Modest policy interventions," Working Paper 2003-24, Federal Reserve Bank of Atlanta. [Downloadable!]
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  16. McNees, Stephen K., 1990. "The role of judgment in macroeconomic forecasting accuracy," International Journal of Forecasting, Elsevier, vol. 6(3), pages 287-299, October. [Downloadable!] (restricted)
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  19. A Garratt & K Lee & M H Pesaran & Yongcheol Shin, 2004. "Forecast Uncertainties in Macroeconomics Modelling: An Application to the UK Economy," ESE Discussion Papers 64, Edinburgh School of Economics, University of Edinburgh. [Downloadable!]
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Cited by:
(explanations, 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.)

  1. Blomquist, Sören & Christiansen, Vidar, 2007. "Public Provision of Private Goods and Nondistortionary Marginal Tax Rates," Working Paper Series 2007:7, Uppsala University, Department of Economics. [Downloadable!]
    Other versions:
  2. Beechey, Meredith & Österholm, Pär, 2007. "The Rise and Fall of U.S. Inflation Persistence," Working Paper Series 2007:18, Uppsala University, Department of Economics. [Downloadable!]
    Other versions:
  3. Kjellberg, David & Post, Erik, 2007. "A Critical Look at Measures of Macroeconomic Uncertainty," Working Paper Series 2007:14, Uppsala University, Department of Economics. [Downloadable!]
  4. Pär Österholm & Jeromin Zettelmeyer, 2007. "The Effect of External Conditions on Growth in Latin America," IMF Working Papers 07/176, International Monetary Fund. [Downloadable!]
  5. Liang, Che-Yuan, 2007. "Is There an Incumbency Advantage or a Cost of Ruling in Proportional Election Systems?," Working Paper Series 2007:28, Uppsala University, Department of Economics. [Downloadable!]
  6. Alexius, Annika & Holmlund, Bertil, 2007. "Monetary Policy and Swedish Unemployment Fluctuations," Working Paper Series 2007:17, Uppsala University, Department of Economics. [Downloadable!]
    Other versions:
  7. Ohlsson, Henry, 2007. "The legacy of the Swedish gift and inheritance tax, 1884–2004," Working Paper Series 2007:23, Uppsala University, Department of Economics. [Downloadable!]
    Other versions:
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