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What explains risk premia in crude oil futures?

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  • Melolinna, Marko

    ()
    (Bank of Finland Research)

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    Abstract

    This paper studies the existence of risk premia in crude oil futures prices with simple regression and Bayesian VAR models. It also studies the importance of three main risk premia models in explaining and forecasting the risk premia in practice. Whilst the existence of the premia and the validity of the models can be established at certain time points, it turns out that the choice of sample period has a considerable effect on he results. Hence, the risk premia are highly timevarying. The study also establishes a model, based on speculative positions in the futures markets, which has some predictive power for future oil spot prices.

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    File URL: http://www.suomenpankki.fi/en/julkaisut/tutkimukset/keskustelualoitteet/Documents/BoF_DP_1102.pdf
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    Bibliographic Info

    Paper provided by Bank of Finland in its series Research Discussion Papers with number 2/2011.

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    Length: 40 pages
    Date of creation: 17 Feb 2011
    Date of revision:
    Handle: RePEc:hhs:bofrdp:2011_002

    Contact details of provider:
    Postal: Bank of Finland, P.O. Box 160, FI-00101 Helsinki, Finland
    Web page: http://www.suomenpankki.fi/en/
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    Related research

    Keywords: forecasting; oil futures; risk premia; Bayesian VAR models;

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    References

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    1. Gary Gorton & K. Rouwenhorst, 2004. "Facts and Fantasies about Commodity Futures," Yale School of Management Working Papers amz2619, Yale School of Management, revised 01 Mar 2005.
    2. Litterman, Robert B, 1986. "Forecasting with Bayesian Vector Autoregressions-Five Years of Experience," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(1), pages 25-38, January.
    3. Frankel, Jeffrey A., 1988. "Recent estimates of time-variation in the conditional variance and in the exchange risk premium," Journal of International Money and Finance, Elsevier, vol. 7(1), pages 115-125, March.
    4. Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-44, January.
    5. Moosa, Imad A. & Al-Loughani, Nabeel E., 1994. "Unbiasedness and time varying risk premia in the crude oil futures market," Energy Economics, Elsevier, vol. 16(2), pages 99-105, April.
    6. Pagano, Patrizio & Pisani, Massimiliano, 2009. "Risk-adjusted forecasts of oil prices," Working Paper Series 0999, European Central Bank.
    7. Ron Alquist & Lutz Kilian, 2010. "What do we learn from the price of crude oil futures?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 539-573.
    8. Thomas Doan & Robert B. Litterman & Christopher A. Sims, 1986. "Forecasting and conditional projection using realistic prior distribution," Staff Report 93, Federal Reserve Bank of Minneapolis.
    9. Fama, Eugene F & French, Kenneth R, 1988. " Business Cycles and the Behavior of Metals Prices," Journal of Finance, American Finance Association, vol. 43(5), pages 1075-93, December.
    10. Gary B. Gorton & Fumio Hayashi & K. Geert Rouwenhorst, 2007. "The Fundamentals of Commodity Futures Returns," NBER Working Papers 13249, National Bureau of Economic Research, Inc.
    11. Frankel, Jeffrey A., 1988. "Recent Estimates of the Time-Variation in the Conditional Variance and in the Exchange Risk Premium," Department of Economics, Working Paper Series qt23c9q73d, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    12. Benalal, Nicholai & Diaz del Hoyo, Juan Luis & Landau, Bettina & Roma, Moreno & Skudelny, Frauke, 2004. "To aggregate or not to aggregate? Euro area inflation forecasting," Working Paper Series 0374, European Central Bank.
    13. Sergey V. Chernenko, 2004. "The information content of forward and futures prices: market expectations and the price of risk," International Finance Discussion Papers 808, Board of Governors of the Federal Reserve System (U.S.).
    14. Fama, Eugene F & French, Kenneth R, 1987. "Commodity Futures Prices: Some Evidence on Forecast Power, Premiums,and the Theory of Storage," The Journal of Business, University of Chicago Press, vol. 60(1), pages 55-73, January.
    15. Litterman, Robert, 1986. "Forecasting with Bayesian vector autoregressions -- Five years of experience : Robert B. Litterman, Journal of Business and Economic Statistics 4 (1986) 25-38," International Journal of Forecasting, Elsevier, vol. 2(4), pages 497-498.
    16. Menzie D. Chinn & Michael LeBlanc & Olivier Coibion, 2005. "The Predictive Content of Energy Futures: An Update on Petroleum, Natural Gas, Heating Oil and Gasoline," NBER Working Papers 11033, National Bureau of Economic Research, Inc.
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    Cited by:
    1. Claudio Morana, 2012. "Oil Price Dynamics, Macro-Finance Interactions and the Role of Financial Speculation," Working Papers 2012.07, Fondazione Eni Enrico Mattei.

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