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Information Transmission of Volatility between WTI and Brent Crude Oil Markets

  • Kang, Sang Hoon (Department of Business Administration, Pusan National University) ;
  • Yoon, Seong-Min (Department of Economics, Pusan National University)
  • Received : 2013.07.30
  • Accepted : 2013.11.20
  • Published : 2013.12.30

Abstract

Transmission mechanisms of volatility between two crude oil markets (WTI and Brent markets) have drawn the attention of numerous academics and practitioners because they both play crucial roles in portfolio and risk management in crude oil markets. In this context, we examined the volatility linkages between two representative crude oil markets using a VECM and an asymmetric bivariate GARCH model. First, looking at the return transmission through the VECM test, we found a long-run equilibrium and bidirectional relationship between two crude oil markets. However, the estimation results of the GARCH-BEKK model suggest that there is unidirectional volatility spillover from the WTI market to the Brent market, implying that the WTI market tends to exert influence over the Brent market and not vice versa. Regarding asymmetric volatility transmission, we also found that bad news volatility in the WTI market increases the volatility of the Brent market. Thus, WTI information is transmitted into the Brent market, indicating that the prices of the WTI market seem to lead the prices of the Brent market.

Keywords

References

  1. Aloui, C. and R. Jammazi, "The Effects of Crude Oil Shocks on Stock Market Shifts Behaviour: A Regime Switching Approach," Energy Economics, Vol. 31, 2009, pp. 789-799. https://doi.org/10.1016/j.eneco.2009.03.009
  2. Bekiros, S. D. and C. G. H. Diks, "The Relationship between Crude Oil Spot and Futures Prices: Cointegration, Linear and Nonlinear Causality," Energy Economics, Vol. 30, 2008, pp. 2673-2685. https://doi.org/10.1016/j.eneco.2008.03.006
  3. Belloumi, M., "Energy Consumption and GDP in Tunisia: Cointegration and Causality Analysis," Energy Policy, Vol. 37, 2009, pp. 2745-2753. https://doi.org/10.1016/j.enpol.2009.03.027
  4. Chiou, J.-S. and Y.-H. Lee, "Jump Dynamics and Volatility: Oil and the Stock Markets," Energy, Vol. 34, 2009, pp. 788-796. https://doi.org/10.1016/j.energy.2009.02.011
  5. Engle, R. F. and K. F. Kroner, "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Vol. 11, 1995, pp. 122-150. https://doi.org/10.1017/S0266466600009063
  6. Engle, R. F. and V. K. Ng, "Measuring and Testing the Impact of News on Volatility," Journal of Finance, Vol. 48, 1993, pp. 1749-1778. https://doi.org/10.1111/j.1540-6261.1993.tb05127.x
  7. Ewing, B. T., F. Malik and O. Ozfidan, "Volatility Transmission in the Oil and Natural Gas Markets," Energy Economics, Vol. 24, 2002, pp. 525-538. https://doi.org/10.1016/S0140-9883(02)00060-9
  8. Glosten, L. R., R. Jagannathan and D. E. Runkle, "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, Vol. 48, 1993, pp. 1779-1801. https://doi.org/10.1111/j.1540-6261.1993.tb05128.x
  9. Hamilton, J. D. and A. M. Herrera, "Comment: Oil Shocks and Aggregate Macroeconomic Behavior: The Role of Monetary Policy," Journal of Money, Credit and Banking, Vol. 36, 2004, pp. 265-286. https://doi.org/10.1353/mcb.2004.0012
  10. Hooker, M. A., "Are Oil Shocks Inflationary? Asymmetric and Nonlinear Specification versus Changes in Regime," Journal of Money, Credit and Banking, Vol. 34, 2002, pp. 540-561. https://doi.org/10.1353/mcb.2002.0041
  11. Johansen, S., "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Vol. 59, 1991, pp. 1551-1580. https://doi.org/10.2307/2938278
  12. Kang, S. H. and S.-M. Yoon, "Value-at-Risk Models in Crude Oil Markets," Environmental and Resource Economics Review, Vol. 16, 2007, 947-978.
  13. Kang, S. H. and S.-M. Yoon, "Long Memory and Cointegration in Crude Oil Market Dynamics," Environmental and Resource Economics Review, Vol. 19, 2010, pp. 485-508.
  14. Kaufmann, R. K. and B. Ullman, "Oil Prices, Speculation, and Fundamentals: Interpreting Causal Relations among Spot and Futures Prices," Energy Economics, Vol. 31, 2009, pp. 550-558. https://doi.org/10.1016/j.eneco.2009.01.013
  15. Kim, J. S., E. N. Heo and Y. B. Kim, "A Study on Regionalization in the World Crude Oil Markets Using Cointegration and Causality Analysis," Environmental and Resource Economics Review, Vol. 16, 2007, pp. 213-239.
  16. Kroner, K. F. and V. K. Ng, "Modeling Asymmetric Comovements of Asset Returns," Review of Financial Studies, Vol. 11, 1998, pp. 817-844. https://doi.org/10.1093/rfs/11.4.817
  17. Lee, B. R., K. Lee and R. A. Ratti, "Monetary Policy, Oil Price Shocks, and the Japanese Economy." Japan and the World Economy, Vol. 13, 2001, pp. 321-349. https://doi.org/10.1016/S0922-1425(01)00065-2
  18. MacKinnon, J. G., "Critical Values for Cointegration Tests," In R. F. Engle and C. W. J. Granger, eds., Long-Run Economic Relationships: Readings in Cointegration, New York: Oxford University Press, 1991, pp. 266-276.
  19. Malik, F. and S. Hammoudeh, "Shock and Volatility Transmission in the Oil, US and Gulf Equity Markets," International Review of Economics & Finance, Vol. 16, 2007, pp. 357-368. https://doi.org/10.1016/j.iref.2005.05.005
  20. Mork, K., "Business Cycles and the Oil Market," Energy Journal, Vol. 15, 1994, pp. 15-38.
  21. Osterwald-Lenum, M., "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Vol. 54, 1992, pp. 461-471. https://doi.org/10.1111/j.1468-0084.1992.tb00013.x
  22. Rafiq, S., R. Salim and H. Bloch, "Impact of Crude Oil Price Volatility on Economic Activities: An Empirical Investigation in the Thai Economy," Resources Policy, Vol. 34, 2009, pp. 121-132. https://doi.org/10.1016/j.resourpol.2008.09.001
  23. Ross, S. A., "Information and Volatility: The No-Arbitrage Martingale Approach to Timing and Resolution Irrelevancy," Journal of Finance, Vol. 44, 1989, pp. 1-17. https://doi.org/10.1111/j.1540-6261.1989.tb02401.x
  24. Sadorsky, P., "Oil Price Shocks and Stock Market Activity," Energy Economics, Vol. 21, 1999, pp. 449-469. https://doi.org/10.1016/S0140-9883(99)00020-1
  25. Sadorsky, P., "The Empirical Relationship between Energy Futures Prices and Exchange Rates," Energy Economics, Vol. 22, 2000, pp. 253-266. https://doi.org/10.1016/S0140-9883(99)00027-4
  26. Sadorsky, P., "Risk Factors in Stock Returns of Canadian Oil and Gas Companies," Energy Economics, Vol. 23, 2001, pp. 17-28. https://doi.org/10.1016/S0140-9883(00)00072-4
  27. Sadorsky, P., "Correlations and Volatility Spillovers between Oil Prices and the Stock Prices of Clean Energy and Technology Companies," Energy Economics, Vol. 34, 2012, pp. 248-255. https://doi.org/10.1016/j.eneco.2011.03.006
  28. Seo, J. Y., "International Oil Price Shock to the Prices of Korean Government & Public Bonds" Journal of Industrial Economics and Business, Vol. 22, 2009, pp. 477-494.
  29. Zhang, Y.-J., Y. Fan, H.-T. Tsai and Y.-M. Wei, "Spillover Effect of US Dollar Exchange Rate on Oil Prices," Journal of Policy Modeling, Vol. 30, 2008, pp. 973-991. https://doi.org/10.1016/j.jpolmod.2008.02.002