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Cointegration and Extreme Value Analyses of Bovespa and the Istanbul Stock Exchange

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Abstract

This paper investigates the long-term financial integration and bivariate extreme dependence between Bovespa and the Istanbul Stock Exchange. While a static cointegration test presents no evidence of long-term cointegration, the introduction of a structural break into the model shows that Bovespa and the ISE were cointegrated following the local crisis in Turkey in 2000. Dynamic cointegration tests and DCC-GARCH analysis also reveal that Bovespa and the ISE reacted strongly not only to systemic crises as expected, but also unexpectedly to local crises in each other. This shows that equity prices in two emerging markets in distant regions of the world can co-move in the absence of significant trade and financial linkages. This suggests that there are underlying processes that affect equity prices other than trade, financial linkages, macroeconomic ties, and FDI as the prior literature suggests. While episodic cointegration is found for Bovespa and the ISE, the extremes of these markets still possess asymptotic independence, suggesting diversification opportunities.

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  • Ceylan Onay & Gözde Ünal, 2012. "Cointegration and Extreme Value Analyses of Bovespa and the Istanbul Stock Exchange," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 62(1), pages 66-90, February.
  • Handle: RePEc:fau:fauart:v:62:y:2012:i:1:p:66-90
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    1. Jose Fernandez-Serrano & Simon Sosvilla-Rivero, 2003. "Modelling the linkages between US and Latin American stock markets," Applied Economics, Taylor & Francis Journals, vol. 35(12), pages 1423-1434.
    2. Kristin J. Forbes & Menzie D. Chinn, 2004. "A Decomposition of Global Linkages in Financial Markets Over Time," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 705-722, August.
    3. 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.
    4. Gilmore, Claire G. & McManus, Ginette M., 2002. "International portfolio diversification: US and Central European equity markets," Emerging Markets Review, Elsevier, vol. 3(1), pages 69-83, March.
    5. Gregory, Allan W & Hansen, Bruce E, 1996. "Tests for Cointegration in Models with Regime and Trend Shifts," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 555-560, August.
    6. Kasa, Kenneth, 1992. "Common stochastic trends in international stock markets," Journal of Monetary Economics, Elsevier, vol. 29(1), pages 95-124, February.
    7. Cuadro-Sáez, Lucía & Fratzscher, Marcel & Thimann, Christian, 2009. "The transmission of emerging market shocks to global equity markets," Journal of Empirical Finance, Elsevier, vol. 16(1), pages 2-17, January.
    8. Pretorius, Elna, 2002. "Economic determinants of emerging stock market interdependence," Emerging Markets Review, Elsevier, vol. 3(1), pages 84-105, March.
    9. Nathaniel Frank & Heiko Hesse, 2009. "Financial Spillovers to Emerging Markets during the Global Financial Crisis," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 59(6), pages 507-521, December.
    10. Longin, Francois M, 1996. "The Asymptotic Distribution of Extreme Stock Market Returns," The Journal of Business, University of Chicago Press, vol. 69(3), pages 383-408, July.
    11. Numan Ülkü, 2011. "Modeling Comovement among Emerging Stock Markets: The Case of Budapest and Istanbul," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 61(3), pages 277-304, July.
    12. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    13. Graciela L. Kaminsky & Carmen M. Reinhart & Carlos A. Végh, 2003. "The Unholy Trinity of Financial Contagion," Journal of Economic Perspectives, American Economic Association, vol. 17(4), pages 51-74, Fall.
    14. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    15. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
    16. Gilmore, Claire G. & Lucey, Brian M. & McManus, Ginette M., 2008. "The dynamics of Central European equity market comovements," The Quarterly Review of Economics and Finance, Elsevier, vol. 48(3), pages 605-622, August.
    17. Voronkova, Svitlana, 2004. "Equity market integration in Central European emerging markets: A cointegration analysis with shifting regimes," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 633-647.
    18. Daryl Collins & Shana Gavron, 2005. "Measuring equity market contagion in multiple financial events," Applied Financial Economics, Taylor & Francis Journals, vol. 15(8), pages 531-538.
    19. Phylaktis, Kate & Ravazzolo, Fabiola, 2005. "Stock market linkages in emerging markets: implications for international portfolio diversification," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(2), pages 91-106, April.
    20. Richards, Anthony J., 1995. "Comovements in national stock market returns: Evidence of predictability, but not cointegration," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 631-654, December.
    21. Tuluca, Sorin A & Zwick, Burton, 2001. "The Effects of the Asian Crisis on Global Equity Markets," The Financial Review, Eastern Finance Association, vol. 36(1), pages 125-141, February.
    22. Osterwald-Lenum, Michael, 1992. "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 461-472, August.
    23. Lucey, Brian M. & Voronkova, Svitlana, 2008. "Russian equity market linkages before and after the 1998 crisis: Evidence from stochastic and regime-switching cointegration tests," Journal of International Money and Finance, Elsevier, vol. 27(8), pages 1303-1324, December.
    24. Ali F. Darrat & Omar M. Benkato, 2003. "Interdependence and Volatility Spillovers Under Market Liberalization: The Case of Istanbul Stock Exchange," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30, pages 1089-1114.
    25. Ali F. Darrat & Omar M. Benkato, 2003. "Interdependence and Volatility Spillovers Under Market Liberalization: The Case of Istanbul Stock Exchange," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(7‐8), pages 1089-1114, September.
    26. Anthony W. Ledford & Jonathan A. Tawn, 2003. "Diagnostics for dependence within time series extremes," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 65(2), pages 521-543, May.
    27. Serletis, Apostolos & King, Martin, 1997. "Common Stochastic Trends and Convergence of European Union Stock Markets," The Manchester School of Economic & Social Studies, University of Manchester, vol. 65(1), pages 44-57, January.
    28. Rumi Masih & A. Mansur & M. Masih, 2004. "Common stochastic trends and the dynamic linkages driving european stock markets: evidence from pre- and post-october 1987 crash eras," The European Journal of Finance, Taylor & Francis Journals, vol. 10(1), pages 81-104.
    29. Bessler, David A. & Yang, Jian, 2003. "The structure of interdependence in international stock markets," Journal of International Money and Finance, Elsevier, vol. 22(2), pages 261-287, April.
    30. Masih, Abul M. M. & Masih, Rumi, 1999. "Are Asian stock market fluctuations due mainly to intra-regional contagion effects? Evidence based on Asian emerging stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 7(3-4), pages 251-282, August.
    31. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    32. Kristin Forbes, 2000. "The Asian Flu and Russian Virus: Firm-level Evidence on How Crises are Transmitted Internationally," NBER Working Papers 7807, National Bureau of Economic Research, Inc.
    33. Bruce Morley & Eric Pentecost, 2000. "Common trends and cycles in G-7 countries exchange rates and stock prices," Applied Economics Letters, Taylor & Francis Journals, vol. 7(1), pages 7-10.
    34. Henrik Hansen & Søren Johansen, 1992. "Recursive Estimation in Cointegrated VAR-Models," Discussion Papers 92-13, University of Copenhagen. Department of Economics.
    35. Benjamin Miranda Tabak Eduardo José Araújo Lima, 2002. "Causality and Cointegration in Stock Markets: The Case of Latin America," Working Papers Series 56, Central Bank of Brazil, Research Department.
    36. Ser-Huang Poon, 2004. "Extreme Value Dependence in Financial Markets: Diagnostics, Models, and Financial Implications," The Review of Financial Studies, Society for Financial Studies, vol. 17(2), pages 581-610.
    37. Eduard Baumöhl & Tomáš Výrost, 2010. "Stock Market Integration: Granger Causality Testing with Respect to Nonsynchronous Trading Effects," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 60(5), pages 414-425, December.
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    2. Kasilingam Lingaraja & Murugesan Selvam & Vinayagamoorthi Vasanth & Ramachandran Rajesh Ramkumar, 2015. "Long-run Overseas Portfolio Diversification Benefits and Opportunities of Asian Emerging Stock Markets and Developed Markets," International Journal of Economics and Financial Issues, Econjournals, vol. 5(2), pages 324-333.
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    4. Jasmina Ðuraškovic & Slavica Manic & Dejan Živkov, 2019. "Multiscale Volatility Transmission and Portfolio Construction Between the Baltic Stock Markets," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 69(2), pages 211-235, April.

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    More about this item

    Keywords

    cointegration; structural break; dynamic conditional correlations; bivariate extreme value; emerging markets; Turkey; Brazil;
    All these keywords.

    JEL classification:

    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • G01 - Financial Economics - - General - - - Financial Crises
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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