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Interrelations in market fears of U.S. and European equity markets

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  • Sarwar, Ghulam

Abstract

We examine interdependence between the implied volatilities of U.S. and five European markets in an integrated multivariate system that allows interactions in the first and second moments of volatility processes. Our results find significant interactions in the variance-covariance matrix of VIX and European volatilities which persist and facilitate risk transmission. Changes in U.S. and Eurozone volatilities are important drivers of risk shocks in European markets. VIX and European volatilities have predictive ability for each other. Further, VIX shocks contribute significantly to the prediction error of European risk shocks, but not vice versa. Risk transmission from U.K. markets to U.S. and European markets intensified around the Brexit vote. Also, VIX shocks added significantly more to European risks during the global financial crisis. Our results highlight the potential weakness of risk transmission models that ignore the second-moment risk transmission channel and have implications for volatility trades, portfolio diversification strategies, and hedging the cross-market risks.

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  • Sarwar, Ghulam, 2020. "Interrelations in market fears of U.S. and European equity markets," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    • Handle: RePEc:eee:ecofin:v:52:y:2020:i:c:s106294081930169x
    DOI: 10.1016/j.najef.2019.101136
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    1. Lee A. Smales, 2017. "“Brexit”: A Case Study in the Relationship Between Political and Financial Market Uncertainty," International Review of Finance, International Review of Finance Ltd., vol. 17(3), pages 451-459, September.
    2. Guglielmo Maria Caporale & Luis Gil-Alana & Tommaso Trani, 2018. "Brexit and Uncertainty in Financial Markets," IJFS, MDPI, vol. 6(1), pages 1-9, February.
    3. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    4. Geert Bekaert & Michael Ehrmann & Marcel Fratzscher & Arnaud Mehl, 2014. "The Global Crisis and Equity Market Contagion," Journal of Finance, American Finance Association, vol. 69(6), pages 2597-2649, December.
    5. Wu, Guojun, 2001. "The Determinants of Asymmetric Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 837-859.
    6. Nishimura, Yusaku & Sun, Bianxia, 2018. "The intraday volatility spillover index approach and an application in the Brexit vote," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 55(C), pages 241-253.
    7. Nikkinen, Jussi & Sahlstrom, Petri, 2004. "International transmission of uncertainty implicit in stock index option prices," Global Finance Journal, Elsevier, vol. 15(1), pages 1-15.
    8. Krieger, Kevin & Mauck, Nathan & Vazquez, Joseph, 2015. "Comparing U.S. and European market volatility responses to interest rate policy announcements," International Review of Financial Analysis, Elsevier, vol. 39(C), pages 127-136.
    9. Ding, Liang & Huang, Yirong & Pu, Xiaoling, 2014. "Volatility linkage across global equity markets," Global Finance Journal, Elsevier, vol. 25(2), pages 71-89.
    10. Baele, Lieven, 2005. "Volatility Spillover Effects in European Equity Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(2), pages 373-401, June.
    11. Bekaert, Geert & Wu, Guojun, 2000. "Asymmetric Volatility and Risk in Equity Markets," The Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 1-42.
    12. Ghulam Sarwar & Walayet Khan, 2019. "Interrelations of U.S. market fears and emerging markets returns: Global evidence," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 527-539, January.
    13. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    14. Ihsan U. Badshah, 2018. "Volatility Spillover from the Fear Index to Developed and Emerging Markets," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(1), pages 27-40, January.
    15. Kenourgios, Dimitris, 2014. "On financial contagion and implied market volatility," International Review of Financial Analysis, Elsevier, vol. 34(C), pages 21-30.
    16. Griffin, John M. & Andrew Karolyi, G., 1998. "Another look at the role of the industrial structure of markets for international diversification strategies," Journal of Financial Economics, Elsevier, vol. 50(3), pages 351-373, December.
    17. Robert B. Durand & Dominic Lim & J. Kenton Zumwalt, 2011. "Fear and the Fama‐French Factors," Financial Management, Financial Management Association International, vol. 40(2), pages 409-426, June.
    18. Robin Brooks & Marco Del Negro, 2002. "International diversification strategies," FRB Atlanta Working Paper 2002-23, Federal Reserve Bank of Atlanta.
    19. BenSaïda, Ahmed & Litimi, Houda & Abdallah, Oussama, 2018. "Volatility spillover shifts in global financial markets," Economic Modelling, Elsevier, vol. 73(C), pages 343-353.
    20. Eraker, Bjørn & Wu, Yue, 2017. "Explaining the negative returns to volatility claims: An equilibrium approach," Journal of Financial Economics, Elsevier, vol. 125(1), pages 72-98.
    21. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
    22. Smales, L.A., 2016. "Risk-on/Risk-off: Financial market response to investor fear," Finance Research Letters, Elsevier, vol. 17(C), pages 125-134.
    23. Hou, Yang & Li, Steven, 2016. "Information transmission between U.S. and China index futures markets: An asymmetric DCC GARCH approach," Economic Modelling, Elsevier, vol. 52(PB), pages 884-897.
    24. Sarwar, Ghulam, 2017. "Examining the flight-to-safety with the implied volatilities," Finance Research Letters, Elsevier, vol. 20(C), pages 118-124.
    25. Hill, Paula & Korczak, Adriana & Korczak, Piotr, 2019. "Political uncertainty exposure of individual companies: The case of the Brexit referendum," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 58-76.
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    Cited by:

    1. Sarwar, Ghulam, 2023. "Market risks that change US-European equity correlations," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 83(C).
    2. Quentin Bro de Comères, 2022. "Predicting European Banks Distress Events: Do Financial Information Producers Matter?," Working Papers hal-03752678, HAL.
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    4. Fernanda Fuentes & Rodrigo Herrera, 2020. "Dynamics of Connectedness in Clean Energy Stocks," Energies, MDPI, vol. 13(14), pages 1-19, July.
    5. Chen, Bin-xia & Sun, Yan-lin, 2022. "The impact of VIX on China’s financial market: A new perspective based on high-dimensional and time-varying methods," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).

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    More about this item

    Keywords

    VIX; European markets; VARMAX-GARCH; Brexit; Risk transmission;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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