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Did Baltic stock markets offer diversification benefits during the recent financial turmoil? Novel evidence from a nonparametric causality in quantiles test

Author

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  • Vassilios Babalos

    (Department of Accounting and Finance, Technological Educational Institute of Peloponnese, Antikalamos 241 00 GREECE, Department of Banking & Financial Management, University of Piraeus, Greece)

  • Mehmet Balcilar

    (Department of Economics, Eastern Mediterranean University, Famagusta, Northern Cyprus , via Mersin 10, Turkey; Department of Economics, University of Pretoria, Pretoria,0002, South Africa.)

  • Tumisang B. Loate

    (Department of Economics, University of Pretoria, Pretoria, 0002, South Africa.)

  • Shingie Chisoro

    (Department of Economics, University of Pretoria, Pretoria, 0002, South Africa.)

Abstract

Motivated by financial liberalization investors seek for new investment opportunities through international portfolio diversification. To this end we explore any asymmetric causal relationship between developed European stock markets (German, France and U.K) and emerging Baltic markets namely; Estonia, Latvia and Lithuania. Our analysis focuses on the period before and after countries’ EU accession and pre- and posts the global financial crisis. For this purpose, both the standard parametric test for causality and a novel nonparametric test for causality in quantiles are employed. The results of both the parametric and nonparametric Granger causality test support a causal relationship that runs from all of the major markets to the Baltic markets across both samples. However, the parametric test fails to detect the causal effect from the Baltic markets to most of the major markets in both sample periods. In contrast, the nonparametric Granger Causality test reveals that stock returns in the Baltic markets have significant predictive power for changes in the major stock returns especially during periods of financial turmoil. Policy implications for international investors are also discussed.

Suggested Citation

  • Vassilios Babalos & Mehmet Balcilar & Tumisang B. Loate & Shingie Chisoro, 2014. "Did Baltic stock markets offer diversification benefits during the recent financial turmoil? Novel evidence from a nonparametric causality in quantiles test," Working Papers 201471, University of Pretoria, Department of Economics.
  • Handle: RePEc:pre:wpaper:201471
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    as
    1. Eun, Cheol S & Resnick, Bruce G, 1984. "Estimating the Correlation Structure of International Share Prices," Journal of Finance, American Finance Association, vol. 39(5), pages 1311-1324, December.
    2. 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.
    3. 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.
    4. Hong, Yongmiao & Liu, Yanhui & Wang, Shouyang, 2009. "Granger causality in risk and detection of extreme risk spillover between financial markets," Journal of Econometrics, Elsevier, vol. 150(2), pages 271-287, June.
    5. Ali F. Darrat & Khaled Elkhal & Sam R. Hakim, 2000. "On the Integration of Emerging Stock Markets in the Middle East," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 25(2), pages 119-129, December.
    6. Ang, Andrew & Bekaert, Geert, 2002. "Regime Switches in Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 163-182, April.
    7. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    8. 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.
    9. Kasa, Kenneth, 1992. "Common stochastic trends in international stock markets," Journal of Monetary Economics, Elsevier, vol. 29(1), pages 95-124, February.
    10. Granger, Clive W J, 1996. "Can We Improve the Perceived Quality of Economic Forecasts?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 455-473, Sept.-Oct.
    11. Gikas A. Hardouvelis & Dimitrios Malliaropulos & Richard Priestley, 2006. "EMU and European Stock Market Integration," The Journal of Business, University of Chicago Press, vol. 79(1), pages 365-392, January.
    12. Ang, Andrew & Chen, Joseph, 2002. "Asymmetric correlations of equity portfolios," Journal of Financial Economics, Elsevier, vol. 63(3), pages 443-494, March.
    13. Kearney, Colm & Poti, Valerio, 2006. "Correlation dynamics in European equity markets," Research in International Business and Finance, Elsevier, vol. 20(3), pages 305-321, September.
    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. Guidi, Francesco & Ugur, Mehmet, 2014. "An analysis of South-Eastern European stock markets: Evidence on cointegration and portfolio diversification benefits," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 30(C), pages 119-136.
    16. Jeong, Kiho & Härdle, Wolfgang K. & Song, Song, 2012. "A Consistent Nonparametric Test For Causality In Quantile," Econometric Theory, Cambridge University Press, vol. 28(4), pages 861-887, August.
    17. Nishiyama, Yoshihiko & Hitomi, Kohtaro & Kawasaki, Yoshinori & Jeong, Kiho, 2011. "A consistent nonparametric test for nonlinear causality—Specification in time series regression," Journal of Econometrics, Elsevier, vol. 165(1), pages 112-127.
    18. 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.
    19. Lessard, Donald R, 1973. "International Portfolio Diversification: A Multivariate Analysis for a Group of Latin American Countries," Journal of Finance, American Finance Association, vol. 28(3), pages 619-633, June.
    20. Meric, Ilhan & Meric, Gulser, 1989. "Potential gains from international portfolio diversification and inter-temporal stability and seasonality in international stock market relationships," Journal of Banking & Finance, Elsevier, vol. 13(4-5), pages 627-640, September.
    21. Korajczyk, Robert A, 1996. "A Measure of Stock Market Integration for Developed and Emerging Markets," The World Bank Economic Review, World Bank, vol. 10(2), pages 267-289, May.
    22. Bekaert, Geert & Harvey, Campbell R, 1995. "Time-Varying World Market Integration," Journal of Finance, American Finance Association, vol. 50(2), pages 403-444, June.
    23. Longin, Francois & Solnik, Bruno, 1995. "Is the correlation in international equity returns constant: 1960-1990?," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 3-26, February.
    24. Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
    25. François Longin & Bruno Solnik, 2001. "Extreme Correlation of International Equity Markets," Journal of Finance, American Finance Association, vol. 56(2), pages 649-676, April.
    26. Syriopoulos, Theodore & Roumpis, Efthimios, 2009. "Dynamic correlations and volatility effects in the Balkan equity markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(4), pages 565-587, October.
    27. Reboredo, Juan C. & Tiwari, Aviral Kumar & Albulescu, Claudiu Tiberiu, 2015. "An analysis of dependence between Central and Eastern European stock markets," Economic Systems, Elsevier, vol. 39(3), pages 474-490.
    28. Mohamed El Hedi Arouri & Fredj Jawadi, 2008. "Stock Market Integration in the Emerging Countries," Post-Print halshs-00324253, HAL.
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    More about this item

    Keywords

    Baltic stock markets; non parametric; quantile causality; diversification benefits; global financial crisis;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

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