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A test of integration between the South African and selected African stock markets

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  • Sithole, Rumbidzai Praise
  • Eita, Joel Hinaunye

Abstract

This study investigates the relationship that exists between the South African stock market and selected African stock markets. It employs the Johansen cointegration test and incorporate the Markov-Switching Vector Error Correction Model (MS-VECM) for this purpose. The MS-VECM nests appealing properties which provide insightful information regarding the interaction of the variables in the system within different regimes as well as the response to disequilibrium. The model enables one to classify regimes as contingent on the parameter switches in full sample and hence one can identify any transition in the system. The results indicate that these selected stock markets share the same stochastic trend in the long run, but cointegration is in its weak form. A weak form of cointegration suggests that these stock markets jointly offer potential gains for portfolio diversified investment suggesting international investors should consider these markets.

Suggested Citation

  • Sithole, Rumbidzai Praise & Eita, Joel Hinaunye, 2020. "A test of integration between the South African and selected African stock markets," MPRA Paper 101301, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:101301
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    as
    1. Pukthuanthong, Kuntara & Roll, Richard, 2009. "Global market integration: An alternative measure and its application," Journal of Financial Economics, Elsevier, vol. 94(2), pages 214-232, November.
    2. 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.
    3. David Morelli, 2009. "Capital market integration: evidence from the G7 countries," Applied Financial Economics, Taylor & Francis Journals, vol. 19(13), pages 1043-1057.
    4. Solarin Sakiru Adebola & Jauhari Dahalan, 2012. "An Empirical Analysis of Stock Markets Integration in Selected African Countries," EuroEconomica, Danubius University of Galati, issue 2(31), pages 166-177, May.
    5. Julien Idier, 2011. "Long-term vs. short-term comovements in stock markets: the use of Markov-switching multifractal models," The European Journal of Finance, Taylor & Francis Journals, vol. 17(1), pages 27-48.
    6. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    7. Mukherjee, Kedar nath & Mishra, Ram Kumar, 2010. "Stock market integration and volatility spillover: India and its major Asian counterparts," Research in International Business and Finance, Elsevier, vol. 24(2), pages 235-251, June.
    8. Ihle, Rico & von Cramon-Taubadel, Stephan, 2008. "A Comparison of Threshold Cointegration and Markov-Switching Vector Error Correction Models in Price Transmission Analysis," 2008 Conference, April 21-22, 2008, St. Louis, Missouri 37603, NCCC-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
    9. Ekaterina Dorodnykh, 2014. "Determinants of stock exchange integration: evidence in worldwide perspective," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 41(2), pages 292-316, March.
    10. 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.
    11. Chakrabarti, Rajesh & Roll, Richard, 2002. "East Asia and Europe during the 1997 Asian collapse: a clinical study of a financial crisis," Journal of Financial Markets, Elsevier, vol. 5(1), pages 1-30, January.
    12. Forbes, Kristin J. & Warnock, Francis E., 2012. "Capital flow waves: Surges, stops, flight, and retrenchment," Journal of International Economics, Elsevier, vol. 88(2), pages 235-251.
    13. Allen, Franklin & Otchere, Isaac & Senbet, Lemma W., 2010. "African Financial Systems: A Review," Working Papers 10-11, University of Pennsylvania, Wharton School, Weiss Center.
    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. Loh, Lixia, 2013. "Co-movement of Asia-Pacific with European and US stock market returns: A cross-time-frequency analysis," Research in International Business and Finance, Elsevier, vol. 29(C), pages 1-13.
    16. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    17. Massimiliano Marcellino & Grayham E. Mizon & Hans-Martin Krolzig, 2002. "A Markov-switching vector equilibrium correction model of the UK labour market," Empirical Economics, Springer, vol. 27(2), pages 233-254.
    18. Graham, Michael & Kiviaho, Jarno & Nikkinen, Jussi, 2012. "Integration of 22 emerging stock markets: A three-dimensional analysis," Global Finance Journal, Elsevier, vol. 23(1), pages 34-47.
    19. Kar‐yiu Wong & Richard Y. K. Ho, 2002. "The Asian Crisis, 1997," Review of International Economics, Wiley Blackwell, vol. 10(1), pages 1-1, February.
    20. Charles Adjasi & Nicholas Biekpe, 2006. "Stock Market Development and Economic Growth: The Case of Selected African Countries," African Development Review, African Development Bank, vol. 18(1), pages 144-161.
    21. Ekaterina Dorodnykh, 2014. "Determinants of stock exchange integration: evidence in worldwide perspective," Journal of Economic Studies, Emerald Group Publishing, vol. 41(2), pages 292 - 316, March.
    22. Avishek BHANDARI, 2017. "Wavelets based multiscale analysis of select global equity returns," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(4(613), W), pages 75-88, Winter.
    23. Hilliard, Jimmy E, 1979. "The Relationship between Equity Indices on World Exchanges," Journal of Finance, American Finance Association, vol. 34(1), pages 103-114, March.
    24. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    25. Kumar Tiwari, Aviral & Billah Dar, Arif & Bhanja, Niyati & Shah, Aasif, 2013. "Stock Market Integration in Asian Countries: evidence from Wavelet multiple correlations," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 28, pages 441-456.
    26. Levy Yeyati, Eduardo & Schmukler, Sergio L. & Van Horen, Neeltje, 2009. "International financial integration through the law of one price: The role of liquidity and capital controls," Journal of Financial Intermediation, Elsevier, vol. 18(3), pages 432-463, July.
    27. Ihle, Rico & von Cramon-Taubadel, Stephan, 2008. "Nonlinear Vector Error Correction Models in Price Transmission Analysis: Threshold Models vs. Markov-Switching Models," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44198, European Association of Agricultural Economists.
    28. Agmon, Tamir, 1972. "The Relations Among Equity Markets: A Study of Share Price Co-Movements in the United States, United Kingdom, Germany and Japan," Journal of Finance, American Finance Association, vol. 27(4), pages 839-855, September.
    29. Chakrabarti, Rajesh & Roll, Richard, 2002. "East Asia and Europe During the 1997 Asian Collapse: A Clinical Study of a Financial Crisis," University of California at Los Angeles, Anderson Graduate School of Management qt09f9j331, Anderson Graduate School of Management, UCLA.
    30. GOURENE, Grakolet Arnold Zamereith & MENDY, Pierre & DIOMANDE, Lanciné, 2019. "Beginning an African Stock Markets Integration? A Wavelet Analysis," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 34(2), pages 370-394.
    31. Granger, Clive W J, 1986. "Developments in the Study of Cointegrated Economic Variables," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 213-228, August.
    32. Theophano Patra & Sunil Poshakwale, 2006. "Economic variables and stock market returns: evidence from the Athens stock exchange," Applied Financial Economics, Taylor & Francis Journals, vol. 16(13), pages 993-1005.
    33. Seuk-Wai Phoong & Mohd Tahir Ismai & Siok-Kun Sek, 2014. "Linear Vector Error Correction Model versus Markov Switching Vector Error Correction Model to Investigate Stock Market Behaviour," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 10(1), pages 133-149.
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    More about this item

    Keywords

    African stock markets; Stock market integration; Johansen approach; linear VECM; MS-VECM; portfolio diversification;
    All these keywords.

    JEL classification:

    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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