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Stability of cross-market bivariate return distributions during financial turbulence

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  • Mudakkar, Syeda Rabab
  • Uppal, Jamshed Y.
Abstract
The paper examines the stability of the bivariate stock return distributions across the G5 and five emerging markets in times of financial crisis using copula models. We find that the volatility dynamics as well as the dependency structures appear to be both country- and period-specific. Neither the bivariate distributions nor the associated parameters appear to be stable over time. It implies that the usefulness of the copula techniques may be limited particularly in times of financial turbulence. Our results strike a note of caution for the practitioners and policy makers in dealing with the phenomenon of financialization which draws much strength from the quantitative financial models.

Suggested Citation

  • Mudakkar, Syeda Rabab & Uppal, Jamshed Y., 2018. "Stability of cross-market bivariate return distributions during financial turbulence," Research in International Business and Finance, Elsevier, vol. 45(C), pages 389-401.
    • Handle: RePEc:eee:riibaf:v:45:y:2018:i:c:p:389-401
    DOI: 10.1016/j.ribaf.2017.07.170
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    References listed on IDEAS

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    1. Yarovaya, Larisa & Lau, Marco Chi Keung, 2016. "Stock market comovements around the Global Financial Crisis: Evidence from the UK, BRICS and MIST markets," Research in International Business and Finance, Elsevier, vol. 37(C), pages 605-619.
    2. Ben Rejeb, Aymen & Arfaoui, Mongi, 2016. "Financial market interdependencies: A quantile regression analysis of volatility spillover," Research in International Business and Finance, Elsevier, vol. 36(C), pages 140-157.
    3. Stefania Vitali & James B Glattfelder & Stefano Battiston, 2011. "The Network of Global Corporate Control," PLOS ONE, Public Library of Science, vol. 6(10), pages 1-6, October.
    4. Beatriz Vaz de Melo Mendes, 2005. "Asymmetric extreme interdependence in emerging equity markets," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 21(6), pages 483-498, November.
    5. Dupré, Denis & Perluss, Preston, 2016. "Mastering risks: An illusion," Research in International Business and Finance, Elsevier, vol. 37(C), pages 620-628.
    6. Thomas I. Palley, 2013. "Financialization: What It Is and Why It Matters," Palgrave Macmillan Books, in: Financialization, chapter 2, pages 17-40, Palgrave Macmillan.
    7. François Longin & Bruno Solnik, 2001. "Extreme Correlation of International Equity Markets," Journal of Finance, American Finance Association, vol. 56(2), pages 649-676, April.
    8. Syeda Rabab Mudakkar & Jamshed Y. Uppal, 2012. "Risk Management in the Financial Services Sector—Applicability and Performance of VaR Models in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 51(4), pages 399-417.
    9. Susmel, Raul & Engle, Robert F., 1994. "Hourly volatility spillovers between international equity markets," Journal of International Money and Finance, Elsevier, vol. 13(1), pages 3-25, February.
    10. Jorge A. Chan-Lau & Donald J. Mathieson & James Y. Yao, 2004. "Extreme Contagion in Equity Markets," IMF Staff Papers, Palgrave Macmillan, vol. 51(2), pages 1-8.
    11. Aloui, Riadh & Aïssa, Mohamed Safouane Ben & Nguyen, Duc Khuong, 2011. "Global financial crisis, extreme interdependences, and contagion effects: The role of economic structure?," Journal of Banking & Finance, Elsevier, vol. 35(1), pages 130-141, January.
    12. Walter, Christian, 2016. "The financial Logos: The framing of financial decision-making by mathematical modelling," Research in International Business and Finance, Elsevier, vol. 37(C), pages 597-604.
    13. Burzala, Milda Maria, 2016. "Contagion effects in selected European capital markets during the financial crisis of 2007–2009," Research in International Business and Finance, Elsevier, vol. 37(C), pages 556-571.
    14. Kee-Hong Bae & G. Andrew Karolyi & René M. Stulz, 2003. "A New Approach to Measuring Financial Contagion," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 717-763, July.
    15. Luchtenberg, Kimberly F. & Vu, Quang Viet, 2015. "The 2008 financial crisis: Stock market contagion and its determinants," Research in International Business and Finance, Elsevier, vol. 33(C), pages 178-203.
    16. Espinosa-Torres, Juan Andrés & Gomez-Gonzalez, Jose Eduardo & Melo-Velandia, Luis Fernando & Moreno-Gutiérrez, José Fernando, 2016. "The international transmission of risk: Causal relations among developed and emerging countries’ term premia," Research in International Business and Finance, Elsevier, vol. 37(C), pages 646-654.
    17. Gilenko, Evgenii & Fedorova, Elena, 2014. "Internal and external spillover effects for the BRIC countries: Multivariate GARCH-in-mean approach," Research in International Business and Finance, Elsevier, vol. 31(C), pages 32-45.
    18. Denis Dupré & Preston Perluss, 2016. "Mastering risks: An illusion," Post-Print hal-02014685, HAL.
    19. Jin, Xiaoye & An, Ximeng, 2016. "Global financial crisis and emerging stock market contagion: A volatility impulse response function approach," Research in International Business and Finance, Elsevier, vol. 36(C), pages 179-195.
    20. Oskar Morgenstern, 1959. "International Financial Transactions and Business Cycles," NBER Books, National Bureau of Economic Research, Inc, number morg59-1.
    21. Al Nasser, Omar M. & Hajilee, Massomeh, 2016. "Integration of emerging stock markets with global stock markets," Research in International Business and Finance, Elsevier, vol. 36(C), pages 1-12.
    22. Lagoarde-Segot, Thomas, 2017. "Financialization: Towards a new research agenda," International Review of Financial Analysis, Elsevier, vol. 51(C), pages 113-123.
    23. Rothonis, Stephanie & Tran, Duy & Wu, Eliza, 2016. "Does national culture affect the intensity of volatility linkages in international equity markets?," Research in International Business and Finance, Elsevier, vol. 36(C), pages 85-95.
    24. Ben Omrane, Walid & Hussain, Syed Mujahid, 2016. "Foreign news and the structure of co-movement in European equity markets: An intraday analysis," Research in International Business and Finance, Elsevier, vol. 37(C), pages 572-582.
    25. Lin, Wen-Ling & Engle, Robert F & Ito, Takatoshi, 1994. "Do Bulls and Bears Move across Borders? International Transmission of Stock Returns and Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 7(3), pages 507-538.
    26. Fischer, Matthias J., 2003. "Tailoring copula-based multivariate generalized hyperbolic secant distributions to financial return data: an empirical investigation," Discussion Papers 47/2003, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Statistics and Econometrics.
    27. Carey, Michelle & Gath, Eugene G. & Hayes, Kevin, 2014. "Frontiers in financial dynamics," Research in International Business and Finance, Elsevier, vol. 30(C), pages 369-376.
    28. Yavas, Burhan F. & Dedi, Lidija, 2016. "An investigation of return and volatility linkages among equity markets: A study of selected European and emerging countries," Research in International Business and Finance, Elsevier, vol. 37(C), pages 583-596.
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