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Volatility spillover among sector equity returns under structural breaks

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  • Farooq Malik

    (Northern Arizona University)

Abstract

Recent evidence suggests that ignoring structural breaks in volatility in financial asset returns can result in overestimation of volatility spillover among markets. This paper examines volatility spillover among major US equity sectors (i.e. Financial, Technology, Energy, Health, Consumer and Industrial) with bivariate GARCH models utilizing daily data from April 2006 to March 2021 after adjusting for volatility breaks. I find significantly less volatility spillover between sector returns after adjusting for detected volatility breaks into a bivariate GARCH model. I also show that after adding volatility breaks into a model the estimated hedge ratios change significantly and show considerably less variability over time, which can result in substantial savings in portfolio rebalancing costs.

Suggested Citation

  • Farooq Malik, 2022. "Volatility spillover among sector equity returns under structural breaks," Review of Quantitative Finance and Accounting, Springer, vol. 58(3), pages 1063-1080, April.
    • Handle: RePEc:kap:rqfnac:v:58:y:2022:i:3:d:10.1007_s11156-021-01018-8
    DOI: 10.1007/s11156-021-01018-8
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    References listed on IDEAS

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    1. Po-Kai Huang, 2012. "Volatility transmission across stock index futures when there are structural changes in return variance," Applied Financial Economics, Taylor & Francis Journals, vol. 22(19), pages 1603-1613, October.
    2. Malik, Farooq & Ewing, Bradley T., 2009. "Volatility transmission between oil prices and equity sector returns," International Review of Financial Analysis, Elsevier, vol. 18(3), pages 95-100, June.
    3. Kroner, Kenneth F & Ng, Victor K, 1998. "Modeling Asymmetric Comovements of Asset Returns," The Review of Financial Studies, Society for Financial Studies, vol. 11(4), pages 817-844.
    4. Rui Fan & Haiqi Li & Sung Y. Park, 2016. "Estimation and Hedging Effectiveness of Time‐Varying Hedge Ratio: Nonparametric Approaches," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 36(10), pages 968-991, October.
    5. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    6. Laura E. Kodres & Matthew Pritsker, 2002. "A Rational Expectations Model of Financial Contagion," Journal of Finance, American Finance Association, vol. 57(2), pages 769-799, April.
    7. Donald Lien & Li Yang, 2010. "The effects of structural breaks and long memory on currency hedging," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 30(7), pages 607-632, July.
    8. Aggarwal, Reena & Inclan, Carla & Leal, Ricardo, 1999. "Volatility in Emerging Stock Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 34(1), pages 33-55, March.
    9. David E. Rapach & Jack K. Strauss, 2008. "Structural breaks and GARCH models of exchange rate volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(1), pages 65-90.
    10. Mensi, Walid & Nekhili, Ramzi & Vo, Xuan Vinh & Suleman, Tahir & Kang, Sang Hoon, 2021. "Asymmetric volatility connectedness among U.S. stock sectors," The North American Journal of Economics and Finance, Elsevier, vol. 56(C).
    11. Ewing, Bradley T. & Malik, Farooq, 2005. "Re-examining the asymmetric predictability of conditional variances: The role of sudden changes in variance," Journal of Banking & Finance, Elsevier, vol. 29(10), pages 2655-2673, October.
    12. Fleming, Jeff & Kirby, Chris & Ostdiek, Barbara, 1998. "Information and volatility linkages in the stock, bond, and money markets," Journal of Financial Economics, Elsevier, vol. 49(1), pages 111-137, July.
    13. 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.
    14. Hillebrand, Eric, 2005. "Neglecting parameter changes in GARCH models," Journal of Econometrics, Elsevier, vol. 129(1-2), pages 121-138.
    15. Hood, Matthew & Malik, Farooq, 2018. "Estimating downside risk in stock returns under structural breaks," International Review of Economics & Finance, Elsevier, vol. 58(C), pages 102-112.
    16. Bradley Ewing, 2002. "The transmission of shocks among S&P indexes," Applied Financial Economics, Taylor & Francis Journals, vol. 12(4), pages 285-290.
    17. Cătălin Stărică & Clive Granger, 2005. "Nonstationarities in Stock Returns," The Review of Economics and Statistics, MIT Press, vol. 87(3), pages 503-522, August.
    18. Donald Lien, 2010. "A note on the relationship between the variability of the hedge ratio and hedging performance," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 30(11), pages 1100-1104, November.
    19. Hassan, Syed Aun & Malik, Farooq, 2007. "Multivariate GARCH modeling of sector volatility transmission," The Quarterly Review of Economics and Finance, Elsevier, vol. 47(3), pages 470-480, July.
    20. Caporin, Massimiliano & Malik, Farooq, 2020. "Do structural breaks in volatility cause spurious volatility transmission?," Journal of Empirical Finance, Elsevier, vol. 55(C), pages 60-82.
    21. Nguyen, Linh Xuan Diep & Mateut, Simona & Chevapatrakul, Thanaset, 2020. "Business-linkage volatility spillovers between US industries," Journal of Banking & Finance, Elsevier, vol. 111(C).
    22. Bradley Ewing & Shawn Forbes & James Payne, 2003. "The effects of macroeconomic shocks on sector-specific returns," Applied Economics, Taylor & Francis Journals, vol. 35(2), pages 201-207.
    23. repec:bla:jfinan:v:44:y:1989:i:1:p:1-17 is not listed on IDEAS
    24. Meric, Ilhan & Ratner, Mitchell & Meric, Gulser, 2008. "Co-movements of sector index returns in the world's major stock markets in bull and bear markets: Portfolio diversification implications," International Review of Financial Analysis, Elsevier, vol. 17(1), pages 156-177.
    25. 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.
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    4. Dang, Tam Hoang Nhat & Balli, Faruk & Balli, Hatice Ozer & Gabauer, David & Nguyen, Thi Thu Ha, 2024. "Sectoral uncertainty spillovers in emerging markets: A quantile time–frequency connectedness approach," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 121-139.

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    More about this item

    Keywords

    Volatility spillover; Equity volatility; Structural breaks; GARCH;
    All these keywords.

    JEL classification:

    • G1 - Financial Economics - - General Financial Markets

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