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Using Futures Prices to Filter Short-term Volatility and Recover a Latent, Long-term Price Series for Oil

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Author Info
Miguel Herce
John E. Parsons
Robert C. Ready
Abstract

Oil prices are very volatile. But much of this volatility seems to reflect short-term, transitory factors that may have little or no influence on the price in the long run. Many major investment decisions should be guided by a model of the long-term price of oil and its dynamics. Data on futures prices can be used to filter out the short-term volatility and recover a time series of the latent, long-term price of oil. We test a leading model known as the 2-factor or short-term, long-term model. While the generated latent price variable is clearly an improvement over the raw spot oil price series, we also find that (1) the generated long-term price series still contains some of the short-term volatility, and (2) a naïve use of a long-maturity futures price as a proxy for the long-term price successfully filters out a large majority of the short-term volatility and so may be convenient alternative to the more cumbersome model.

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Paper provided by Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research in its series Working Papers with number 0605.

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Date of creation: Apr 2006
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Handle: RePEc:mee:wpaper:0605

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  1. Schwartz, Eduardo S, 1997. " The Stochastic Behavior of Commodity Prices: Implications for Valuation and Hedging," Journal of Finance, American Finance Association, vol. 52(3), pages 923-73, July. [Downloadable!] (restricted)
  2. Bryan R. Routledge & Duane J. Seppi & Chester S. Spatt, 2000. "Equilibrium Forward Curves for Commodities," Journal of Finance, American Finance Association, vol. 55(3), pages 1297-1338, 06. [Downloadable!] (restricted)
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  3. Gibson, Rajna & Schwartz, Eduardo S, 1990. " Stochastic Convenience Yield and the Pricing of Oil Contingent Claims," Journal of Finance, American Finance Association, vol. 45(3), pages 959-76, July. [Downloadable!] (restricted)
  4. Leonid Kogan & Dmitry Livdan & Amir Yaron, 2005. "Futures Prices in a Production Economy with Investment Constraints," NBER Working Papers 11509, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  5. Jaime Casassus & Pierre Collin-Dufresne & Bryan R. Routledge, . "Equilibrium Commodity Prices with Irreversible Investment and Non-Linear Technologies," GSIA Working Papers 2004-E54, Carnegie Mellon University, Tepper School of Business. [Downloadable!]
  6. Malcolm P. Baker & E. Scott Mayfield & John E. Parsons, 1998. "Alternative Models of Uncertain Commodity Prices for Use with Modern Asset Pricing Methods," The Energy Journal, International Association for Energy Economics, vol. 19(1), pages 115-148.
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