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Do oil spot and futures prices move together?*

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Author

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  • Chang, Chun-Ping
  • Lee, Chien-Chiang

Abstract

This paper investigates the time-varying correlation and the causal relationship between crude oil spot and futures prices using a newly developed approach — wavelet coherency analysis in time–frequency domain. First, we find evidence of a long-run cointegration relationship between oil spot and futures prices. Moreover, the short-run causality is more significant in shorter maturity pairs versus longer maturity pairs in the vector error correction framework. Second, the results from wavelet coherency analysis show significant dynamic correlations between variables in the time–frequency domain. Third, the illustration of the phase-difference series around zero suggests that spot and futures prices contribute to the dynamics of the long-run equilibrium. Fourth and finally, we provide reasons for the structural changes in oil prices and also recommend investment strategies corresponding to risk diversification. Future studies focusing on the behavior of oil prices should consider the characteristics of the time–frequency space and lead–lag dynamic relationships.

Suggested Citation

  • Chang, Chun-Ping & Lee, Chien-Chiang, 2015. "Do oil spot and futures prices move together?," Energy Economics, Elsevier, vol. 50(C), pages 379-390.
    • Handle: RePEc:eee:eneeco:v:50:y:2015:i:c:p:379-390
    DOI: 10.1016/j.eneco.2015.02.014
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    1. Manolis G. Kavussanos & Ilias D. Visvikis & Panayotis D. Alexakis, 2008. "The Lead‐Lag Relationship Between Cash and Stock Index Futures in a New Market," European Financial Management, European Financial Management Association, vol. 14(5), pages 1007-1025, November.
    2. Luís Aguiar-Conraria & Maria Soares, 2011. "Oil and the macroeconomy: using wavelets to analyze old issues," Empirical Economics, Springer, vol. 40(3), pages 645-655, May.
    3. Vacha, Lukas & Barunik, Jozef, 2012. "Co-movement of energy commodities revisited: Evidence from wavelet coherence analysis," Energy Economics, Elsevier, vol. 34(1), pages 241-247.
    4. Westgaard, Sjur & Estenstad, Maria & Seim, Maria & Frydenberg, Stein, 2011. "Co-integration of ICE Gas oil and Crude oil futures," Energy Economics, Elsevier, vol. 33(2), pages 311-320, March.
    5. Luís Aguiar‐Conraria & Pedro C. Magalhães & Maria Joana Soares, 2012. "Cycles in Politics: Wavelet Analysis of Political Time Series," American Journal of Political Science, John Wiley & Sons, vol. 56(2), pages 500-518, April.
    6. Naccache, Théo, 2011. "Oil price cycles and wavelets," Energy Economics, Elsevier, vol. 33(2), pages 338-352, March.
    7. Rua, António, 2010. "Measuring comovement in the time-frequency space," Journal of Macroeconomics, Elsevier, vol. 32(2), pages 685-691, June.
    8. Lu, Feng-bin & Hong, Yong-miao & Wang, Shou-yang & Lai, Kin-keung & Liu, John, 2014. "Time-varying Granger causality tests for applications in global crude oil markets," Energy Economics, Elsevier, vol. 42(C), pages 289-298.
    9. Jing Quan, 1992. "Two‐step testing procedure for price discovery role of futures prices," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 12(2), pages 139-149, April.
    10. Bekiros, Stelios D. & Diks, Cees G.H., 2008. "The relationship between crude oil spot and futures prices: Cointegration, linear and nonlinear causality," Energy Economics, Elsevier, vol. 30(5), pages 2673-2685, September.
    11. Lee, Chien-Chiang & Lee, Chi-Chuan & Chiu, Yi-Bin, 2013. "The link between life insurance activities and economic growth: Some new evidence," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 405-427.
    12. Rua, António & Nunes, Luís C., 2009. "International comovement of stock market returns: A wavelet analysis," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 632-639, September.
    13. Werner, Ingrid M & Kleidon, Allan W, 1996. "U.K. and U.S. Trading of British Cross-Listed Stocks: An Intraday Analysis of Market Integration," The Review of Financial Studies, Society for Financial Studies, vol. 9(2), pages 619-664.
    14. Chun Ping Chang & Aziz N Berdiev, 2013. "Natural Disasters, Political Risk and Insurance Market Development," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 38(3), pages 406-448, July.
    15. Tiwari, Aviral Kumar, 2013. "Oil prices and the macroeconomy reconsideration for Germany: Using continuous wavelet," Economic Modelling, Elsevier, vol. 30(C), pages 636-642.
    16. Connor Jeff & Rossiter Rosemary, 2005. "Wavelet Transforms and Commodity Prices," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(1), pages 1-22, March.
    17. Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-131, February.
    18. Anthony E. Bopp & Scott Sitzer, 1987. "Are petroleum futures prices good predictors of cash value?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 7(6), pages 705-719, December.
    19. Mamatzakis, E. & Remoundos, P., 2011. "Testing for adjustment costs and regime shifts in BRENT crude futures market," Economic Modelling, Elsevier, vol. 28(3), pages 1000-1008, May.
    20. Lee, Chien-Chiang & Zeng, Jhih-Hong, 2011. "Revisiting the relationship between spot and futures oil prices: Evidence from quantile cointegrating regression," Energy Economics, Elsevier, vol. 33(5), pages 924-935, September.
    21. Param Silvapulle & Imad A. Moosa, 1999. "The relationship between spot and futures prices: Evidence from the crude oil market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 19(2), pages 175-193, April.
    22. Chen, Pei-Fen & Lee, Chien-Chiang & Zeng, Jhih-Hong, 2014. "The relationship between spot and futures oil prices: Do structural breaks matter?," Energy Economics, Elsevier, vol. 43(C), pages 206-217.
    23. Yousefi, Shahriar & Weinreich, Ilona & Reinarz, Dominik, 2005. "Wavelet-based prediction of oil prices," Chaos, Solitons & Fractals, Elsevier, vol. 25(2), pages 265-275.
    24. Janczura, Joanna & Weron, Rafal, 2010. "An empirical comparison of alternate regime-switching models for electricity spot prices," Energy Economics, Elsevier, vol. 32(5), pages 1059-1073, September.
    25. Wang, Yudong & Wu, Chongfeng, 2013. "Are crude oil spot and futures prices cointegrated? Not always!," Economic Modelling, Elsevier, vol. 33(C), pages 641-650.
    26. Caraiani, Petre, 2012. "Money and output: New evidence based on wavelet coherence," Economics Letters, Elsevier, vol. 116(3), pages 547-550.
    27. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    28. Xiaoyi Mu & Haichun Ye, 2011. "Understanding the Crude Oil Price: How Important Is the China Factor?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 69-92.
    29. Lee, Chien-Chiang, 2013. "Insurance And Real Output: The Key Role Of Banking Activities," Macroeconomic Dynamics, Cambridge University Press, vol. 17(2), pages 235-260, March.
    30. Lee, Chien-Chiang & Hsieh, Meng-Fen, 2014. "Bank reforms, foreign ownership, and financial stability," Journal of International Money and Finance, Elsevier, vol. 40(C), pages 204-224.
    31. Graham, Michael & Kiviaho, Jarno & Nikkinen, Jussi, 2012. "Integration of 22 emerging stock markets: A three-dimensional analysis," Global Finance Journal, Elsevier, vol. 23(1), pages 34-47.
    32. Ozdemir, Zeynel Abidin & Gokmenoglu, Korhan & Ekinci, Cagdas, 2013. "Persistence in crude oil spot and futures prices," Energy, Elsevier, vol. 59(C), pages 29-37.
    33. Noguera, José, 2013. "Oil prices: Breaks and trends," Energy Economics, Elsevier, vol. 37(C), pages 60-67.
    34. Kaoru Kawamoto & Shigeyuki Hamori, 2011. "Market efficiency among futures with different maturities: Evidence from the crude oil futures market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 31(5), pages 487-501, May.
    35. Ghaffari, Ali & Zare, Samaneh, 2009. "A novel algorithm for prediction of crude oil price variation based on soft computing," Energy Economics, Elsevier, vol. 31(4), pages 531-536, July.
    36. Beckmann, Joscha & Belke, Ansgar & Czudaj, Robert, 2014. "Regime-dependent adjustment in energy spot and futures markets," Economic Modelling, Elsevier, vol. 40(C), pages 400-409.
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    Replication

    This item has been replicated by:
  • Holmes, Mark J. & Otero, Jesús, 2019. "Re-examining the movements of crude oil spot and futures prices over time," Energy Economics, Elsevier, vol. 82(C), pages 224-236.

    • More about this item

    Keywords

    Oil price; spot and futures prices; Wavelet coherence; Phase-difference; Time–frequency domain;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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    1. Do oil spot and futures prices move together? (Energy Economics 2015) in ReplicationWiki

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