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The effectiveness of dynamic hedging: evidence from selected European stock index futures

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  • Jahangir Sultan
  • Mohammad Hasan

Abstract

This paper estimates time-varying optimal hedge ratios (OHRs) using a bivariate generalized autoregressive conditional heteroscedastic (GARCH) error correction model. The GARCH specification accounts for time-varying distribution in asset returns while the error correction term preserves short-run deviations between two fundamentally linked assets. Using stock index and stock index futures from four European countries, we compare the hedging effectiveness of the GARCH error correction model with alternative hedging models that hold the OHR constant. Overall, in three out of four cases, the GARCH error correction model is shown to offer superior risk reduction compared with the competing models. Finally, we also estimate the OHRs using the GARCH-X model, which allows the error correction term to be a determinant of the time-varying volatility. The GARCH-X model performs similar to the GARCH error correction model. The results presented in this paper have important insights into the risk management of financial assets when returns distribution changes over time.

Suggested Citation

  • Jahangir Sultan & Mohammad Hasan, 2008. "The effectiveness of dynamic hedging: evidence from selected European stock index futures," The European Journal of Finance, Taylor & Francis Journals, vol. 14(6), pages 469-488.
    • Handle: RePEc:taf:eurjfi:v:14:y:2008:i:6:p:469-488
    DOI: 10.1080/13518470801890685
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    1. Choudhry, Taufiq, 2003. "Short-run deviations and optimal hedge ratio: evidence from stock futures," Journal of Multinational Financial Management, Elsevier, vol. 13(2), pages 171-192, April.
    2. Howard, Charles T. & D'Antonio, Louis J., 1984. "A Risk-Return Measure of Hedging Effectiveness," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(1), pages 101-112, March.
    3. Lafuente, Juan A. & Novales, Alfonso, 2003. "Optimal hedging under departures from the cost-of-carry valuation: Evidence from the Spanish stock index futures market," Journal of Banking & Finance, Elsevier, vol. 27(6), pages 1053-1078, June.
    4. Lence, Sergio H., 1995. "On the optimal hedge under unbiased futures prices," Economics Letters, Elsevier, vol. 47(3-4), pages 385-388, March.
    5. Darren Butterworth & Phil Holmes, 2000. "Mispricing in stock index futures contracts: evidence for the FTSE 100 and FTSE mid 250 contracts," Applied Economics Letters, Taylor & Francis Journals, vol. 7(12), pages 795-801.
    6. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    7. Baillie, Richard T & Myers, Robert J, 1991. "Bivariate GARCH Estimation of the Optimal Commodity Futures Hedge," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(2), pages 109-124, April-Jun.
    8. Ederington, Louis H, 1979. "The Hedging Performance of the New Futures Markets," Journal of Finance, American Finance Association, vol. 34(1), pages 157-170, March.
    9. 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.
    10. Chris Brooks & Ian Garrett & Melvin Hinich, 1999. "An alternative approach to investigating lead-lag relationships between stock and stock index futures markets," Applied Financial Economics, Taylor & Francis Journals, vol. 9(6), pages 605-613.
    11. Taufiq Choudhry, 2002. "The Stochastic Structure of the Time–Varying Beta: Evidence from UK Companies," Manchester School, University of Manchester, vol. 70(6), pages 768-791, December.
    12. Bos, T & Newbold, P, 1984. "An Empirical Investigation of the Possibility of Stochastic Systematic Risk in the Market Model," The Journal of Business, University of Chicago Press, vol. 57(1), pages 35-41, January.
    13. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    14. Leland L. Johnson, 1960. "The Theory of Hedging and Speculation in Commodity Futures," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 27(3), pages 139-151.
    15. Robert J. Myers & Stanley R. Thompson, 1989. "Generalized Optimal Hedge Ratio Estimation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(4), pages 858-868.
    16. Christos Floros & Dimitrios Vougas, 2004. "Hedge ratios in Greek stock index futures market," Applied Financial Economics, Taylor & Francis Journals, vol. 14(15), pages 1125-1136.
    17. Lee, Tae-Hwy, 1994. "Spread and volatility in spot and forward exchange rates," Journal of International Money and Finance, Elsevier, vol. 13(3), pages 375-383, June.
    18. Anderson, Ronald W & Danthine, Jean-Pierre, 1980. "Hedging and Joint Production: Theory and Illustrations," Journal of Finance, American Finance Association, vol. 35(2), pages 487-498, May.
    19. Kroner, Kenneth F. & Sultan, Jahangir, 1993. "Time-Varying Distributions and Dynamic Hedging with Foreign Currency Futures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 535-551, December.
    20. Choudhry, Taufiq, 2004. "The hedging effectiveness of constant and time-varying hedge ratios using three Pacific Basin stock futures," International Review of Economics & Finance, Elsevier, vol. 13(4), pages 371-385.
    21. repec:bla:manchs:v:70:y:2002:i:6:p:768-91 is not listed on IDEAS
    22. Figlewski, Stephen, 1984. "Hedging Performance and Basis Risk in Stock Index Futures," Journal of Finance, American Finance Association, vol. 39(3), pages 657-669, July.
    23. Darren Butterworth & Phil Holmes, 2000. "Ex Ante Hedging Effectiveness of UK Stock Index Futures Contracts: Evidence for the FTSE 100 and FTSE Mid 250 Contracts," European Financial Management, European Financial Management Association, vol. 6(4), pages 441-457, December.
    24. Brenner, Robin J. & Kroner, Kenneth F., 1995. "Arbitrage, Cointegration, and Testing the Unbiasedness Hypothesis in Financial Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(1), pages 23-42, March.
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