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The Nexus between Sovereign CDS and Stock Market Volatility: New Evidence

Author

Listed:
  • Laura Ballester

    (Department of Financial Economics, Faculty of Financial Economics, University of Valencia, Avda. Los Naranjos s/n, 46022 Valencia, Spain)

  • Ana Mónica Escrivá

    (Actuarial Consultant & Independent Researcher, 28003 Madrid, Spain)

  • Ana González-Urteaga

    (Department of Business and Finance, Faculty of Economics and Business Sciences, Public University of Navarre and Institute for Advanced Research in Business and Economics (INARBE), Arrosadia Campus, 31006 Pamplona, Spain)

Abstract

This paper extends the studies published to date by performing an analysis of the causal relationships between sovereign CDS spreads and the estimated conditional volatility of stock indices. This estimation is performed using a vector autoregressive model (VAR) and dynamically applying the Granger causality test. The conditional volatility of the stock market has been obtained through various univariate GARCH models. This methodology allows us to study the information transmissions, both unidirectional and bidirectional, that occur between CDS spreads and stock volatility between 2004 and 2020. We conclude that CDS spread returns cause (in the Granger sense) conditional stock volatility, mainly in Europe and during the sovereign debt crisis. This transmission dynamic breaks down during the COVID-19 period, where there are high bidirectional relationships between the two markets.

Suggested Citation

  • Laura Ballester & Ana Mónica Escrivá & Ana González-Urteaga, 2021. "The Nexus between Sovereign CDS and Stock Market Volatility: New Evidence," Mathematics, MDPI, vol. 9(11), pages 1-23, May.
    • Handle: RePEc:gam:jmathe:v:9:y:2021:i:11:p:1201-:d:561994
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    1. Francis A. Longstaff & Sanjay Mithal & Eric Neis, 2005. "Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2213-2253, October.
    2. repec:oup:ecpoli:v:27:y:2012:i:70:p:319-359 is not listed on IDEAS
    3. Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993. "On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks," Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
    4. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    5. Shahzad, Syed Jawad Hussain & Nor, Safwan Mohd & Hammoudeh, Shawkat & Shahbaz, Muhammad, 2017. "Directional and bidirectional causality between U.S. industry credit and stock markets and their determinants," International Review of Economics & Finance, Elsevier, vol. 47(C), pages 46-61.
    6. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    7. Ian W. Marsh & Wolf Wagner, 2016. "News-Specific Price Discovery in Credit Default Swap Markets," Financial Management, Financial Management Association International, vol. 45(2), pages 315-340, May.
    8. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    9. Narayan, Paresh Kumar, 2015. "An analysis of sectoral equity and CDS spreads," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 34(C), pages 80-93.
    10. Shahzad, Syed Jawad Hussain & Mensi, Walid & Hammoudeh, Shawkat & Balcilar, Mehmet & Shahbaz, Muhammad, 2018. "Distribution specific dependence and causality between industry-level U.S. credit and stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 52(C), pages 114-133.
    11. Byström, Hans N. E., 2005. "Credit Default Swaps and Equity Prices: The Itraxx CDS Index Market," Working Papers 2005:24, Lund University, Department of Economics, revised 15 May 2005.
    12. Ballester, Laura & Casu, Barbara & González-Urteaga, Ana, 2016. "Bank fragility and contagion: Evidence from the bank CDS market," Journal of Empirical Finance, Elsevier, vol. 38(PA), pages 394-416.
    13. Srivastava, Sasha & Lin, Hai & Premachandra, Inguruwatte M. & Roberts, Helen, 2016. "Global risk spillover and the predictability of sovereign CDS spread: International evidence," International Review of Economics & Finance, Elsevier, vol. 41(C), pages 371-390.
    14. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    15. Hilscher, Jens & Pollet, Joshua M. & Wilson, Mungo, 2015. "Are Credit Default Swaps a Sideshow? Evidence That Information Flows from Equity to CDS Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 543-567, June.
    16. Shahzad, Syed Jawad Hussain & Aloui, Chaker & Jammazi, Rania, 2020. "On the interplay between US sectoral CDS, stock and VIX indices: Fresh insights from wavelet approaches," Finance Research Letters, Elsevier, vol. 33(C).
    17. Miroslav Mateev, 2019. "Volatility relation between credit default swap and stock market: new empirical tests," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 43(4), pages 681-712, October.
    18. 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.
    19. Abinzano, Isabel & Gonzalez-Urteaga, Ana & Muga, Luis & Sanchez, Santiago, 2020. "Performance of default-risk measures: the sample matters," Journal of Banking & Finance, Elsevier, vol. 120(C).
    20. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    21. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    22. Luca Dedola & Giovanni Lombardo, 2012. "Financial frictions, financial integration and the international propagation of shocks [Optimal monetary policy under commitment with a zero bound on nominal interest rates]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 27(70), pages 319-359.
    23. Marti G. Subrahmanyam & Dragon Yongjun Tang & Sarah Qian Wang, 2014. "Does the Tail Wag the Dog?: The Effect of Credit Default Swaps on Credit Risk," The Review of Financial Studies, Society for Financial Studies, vol. 27(10), pages 2927-2960.
    24. Lars Norden & Martin Weber, 2009. "The Co†movement of Credit Default Swap, Bond and Stock Markets: an Empirical Analysis," European Financial Management, European Financial Management Association, vol. 15(3), pages 529-562, June.
    25. Calice, Giovanni & Ioannidis, Christos, 2012. "An empirical analysis of the impact of the credit default swap index market on large complex financial institutions," International Review of Financial Analysis, Elsevier, vol. 25(C), pages 117-130.
    26. Roberto Blanco & Simon Brennan & Ian W. Marsh, 2005. "An Empirical Analysis of the Dynamic Relation between Investment‐Grade Bonds and Credit Default Swaps," Journal of Finance, American Finance Association, vol. 60(5), pages 2255-2281, October.
    27. Syed Jawad Hussain Shahzad & Safwan Mohd Nor & Nur Azura Sanusi & Ronald Ravinesh Kumar, 2017. "The lead-lag relationship between US industry-level credit and stock markets," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 44(4), pages 518-539, September.
    28. Ehlers, Stefan & Gürtler, Marc & Olboeter, Sven, 2010. "Financial crises and information transfer: An empirical analysis of the lead-lag relationship between equity and CDS iTraxx Indices," Working Papers IF34V1, Technische Universität Braunschweig, Institute of Finance.
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