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Beginning an African Stock Markets Integration? A Wavelet Analysis

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  • Gourène, Grakolet Arnold Zamereith
  • Mendy, Pierre

Abstract

This paper studies the integration of the most six largest African stock markets in term of capital using theWavelet Multiple Correlation (WMC) and theWavelet Multiple Cross-Correlation (WMCC) proposed by Fernandez-Macho (2012). These methods are used to study simultaneously the correlation between several variables at different time scales. They have some advantages over previous models. Results show that the integration between the six stock markets returns remains low but tends to increase gradually in time and is greater in the long run. A diversified investment opportunity is possible in these stock markets at all scales

Suggested Citation

  • Gourène, Grakolet Arnold Zamereith & Mendy, Pierre, 2014. "Beginning an African Stock Markets Integration? A Wavelet Analysis," MPRA Paper 76048, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:76048
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    References listed on IDEAS

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    1. Fernández-Macho, Javier, 2012. "Wavelet multiple correlation and cross-correlation: A multiscale analysis of Eurozone stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(4), pages 1097-1104.
    2. Taimur Baig & Ilan Goldfajn, 1999. "Financial Market Contagion in the Asian Crisis," IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-3.
    3. Engle, Robert F & Ito, Takatoshi & Lin, Wen-Ling, 1990. "Meteor Showers or Heat Waves? Heteroskedastic Intra-daily Volatility in the Foreign Exchange Market," Econometrica, Econometric Society, vol. 58(3), pages 525-542, May.
    4. Rua, António & Nunes, Luís C., 2009. "International comovement of stock market returns: A wavelet analysis," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 632-639, September.
    5. Granger, Clive W. J. & Huangb, Bwo-Nung & Yang, Chin-Wei, 2000. "A bivariate causality between stock prices and exchange rates: evidence from recent Asianflu," The Quarterly Review of Economics and Finance, Elsevier, vol. 40(3), pages 337-354.
    6. 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.
    7. Kristin J. Forbes & Roberto Rigobon, 2002. "No Contagion, Only Interdependence: Measuring Stock Market Comovements," Journal of Finance, American Finance Association, vol. 57(5), pages 2223-2261, October.
    8. 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.
    9. Calvo, Sara & Reinhart, Carmen, 1996. "Capital flows to Latin America : Is there evidence of contagion effects?," Policy Research Working Paper Series 1619, The World Bank.
    10. McAleer, Michael & Nam, Jason Chee Wei, 2005. "Testing for contagion in ASEAN exchange rates," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 68(5), pages 517-525.
    11. 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.
    12. 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.
    13. Marco GALLEGATI, 2001. "A Wavelet Analysis of MENA stock markets," Middle East and North Africa 330400031, EcoMod.
    14. 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.
    15. Mara Madaleno & Carlos Pinho, 2012. "International stock market indices comovements: a new look," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 17(1), pages 89-102, January.
    16. Z. Wang & J. Yang & D. A. Bessler, 2003. "Financial crisis and African stock market integration," Applied Economics Letters, Taylor & Francis Journals, vol. 10(9), pages 527-533.
    17. Michael Graham & Jussi Nikkinen, 2011. "Co-movement of the Finnish and international stock markets: a wavelet analysis," The European Journal of Finance, Taylor & Francis Journals, vol. 17(5-6), pages 409-425.
    18. Mr. Taimur Baig & Mr. Ilan Goldfajn, 2000. "The Russian Default and the Contagion to Brazil," IMF Working Papers 2000/160, International Monetary Fund.
    19. 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.
    20. Aloui, Chaker & Hkiri, Besma, 2014. "Co-movements of GCC emerging stock markets: New evidence from wavelet coherence analysis," Economic Modelling, Elsevier, vol. 36(C), pages 421-431.
    21. D. Collins & N. Biekpe, 2003. "Contagion And Interdependence In African Stock Markets," South African Journal of Economics, Economic Society of South Africa, vol. 71(1), pages 181-194, March.
    22. Collins, Daryl & Biekpe, Nicholas, 2003. "Contagion: a fear for African equity markets?," Journal of Economics and Business, Elsevier, vol. 55(3), pages 285-297.
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    More about this item

    Keywords

    African Stock Markets; Stock Markets Integration; Wavelet Multiple Correlation; Wavelet Multiple Cross-Correlation.;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • F3 - International Economics - - International Finance
    • G1 - Financial Economics - - General Financial Markets

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