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Multiple time-xcales analysis of global stock markets spillovers effects in African stock markets

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  • Gourène, Grakolet Arnold Zamereith
  • Mendy, Pierre
  • Ake N'gbo, Gilbert Marie

Abstract

This paper investigates the time and frequency interdependence relationship between seven African stock markets, emerging stock markets, developed stock markets and Japan) and oil prices. The spillovers are examined from 2005 to 2016 taking into account the recent financial crisis and the recent oil prices fall. We combine the generalized VAR framework proposed by Diebold and Yilmaz (2012) and the Maximal Overlap Discrete Wavelet Transform (MODWT) to obtain the spillovers at different time scales. Result show that African financial markets integration with themselves and the outside depends on the time scales, the economic relations, the world financial markets state. Relationships with global financial markets are generally weak in the short run but tend to grow in the long run. The interdependence with oil prices is strong in short and medium run but weak in long run. African stock markets could be an opportunity of capital diversification in short run.

Suggested Citation

  • Gourène, Grakolet Arnold Zamereith & Mendy, Pierre & Ake N'gbo, Gilbert Marie, 2017. "Multiple time-xcales analysis of global stock markets spillovers effects in African stock markets," MPRA Paper 77632, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:77632
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    as
    1. Barari, Mahua, 2004. "Equity market integration in Latin America: A time-varying integration score analysis," International Review of Financial Analysis, Elsevier, vol. 13(5), pages 649-668.
    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. Stracca, Livio, 2013. "The global effects of the euro debt crisis," Working Paper Series 1573, European Central Bank.
    4. Chinn, Menzie D. & Ito, Hiro, 2006. "What matters for financial development? Capital controls, institutions, and interactions," Journal of Development Economics, Elsevier, vol. 81(1), pages 163-192, October.
    5. Kim, E Han & Singal, Vijay, 2000. "Erratum [Stock Market Openings: Experience of Emerging Economies]," The Journal of Business, University of Chicago Press, vol. 73(4), October.
    6. 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.
    7. Ntim, Collins G, 2012. "Why African Stock Markets Should Formally Harmonise and Integrate their Operations," MPRA Paper 45806, University Library of Munich, Germany.
    8. 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.
    9. Roger D. Huang & Ronald W. Masulis & Hans R. Stoll, 1996. "Energy shocks and financial markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(1), pages 1-27, February.
    10. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    11. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    12. 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.
    13. Granger, Clive W.J. & Huang, Bwo-Nung & Yang, Chin W., 1998. "A Bivariate Causality between Stock Prices and Exchange Rates: Evidence from Recent Asia Flu," University of California at San Diego, Economics Working Paper Series qt9bk607p6, Department of Economics, UC San Diego.
    14. Fowowe, Babajide & Shuaibu, Mohammed, 2016. "Dynamic spillovers between Nigerian, South African and international equity markets," International Economics, Elsevier, vol. 148(C), pages 59-80.
    15. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    16. Sugimoto, Kimiko & Matsuki, Takashi & Yoshida, Yushi, 2014. "The global financial crisis: An analysis of the spillover effects on African stock markets," Emerging Markets Review, Elsevier, vol. 21(C), pages 201-233.
    17. Kim, E Han & Singal, Vijay, 2000. "Stock Market Openings: Experience of Emerging Economies," The Journal of Business, University of Chicago Press, vol. 73(1), pages 25-66, January.
    18. 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.
    19. 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.
    20. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    21. 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.
    22. 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.
    23. 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.
    24. Michael W. Klein & Giovanni P. Olivei, 1999. "Capital account liberalization, financial depth, and economic growth," Working Papers 99-6, Federal Reserve Bank of Boston.
    25. 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.
    26. Marco GALLEGATI, 2001. "A Wavelet Analysis of MENA stock markets," Middle East and North Africa 330400031, EcoMod.
    27. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    28. Levine, Ross & Zervos, Sara, 1998. "Capital Control Liberalization and Stock Market Development," World Development, Elsevier, vol. 26(7), pages 1169-1183, July.
    29. Hicks, J. R., 1969. "A Theory of Economic History," OUP Catalogue, Oxford University Press, number 9780198811633.
    30. 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.
    31. 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.
    32. Menzie D. Chinn & Hiro Ito, 2002. "Capital Account Liberalization, Institutions and Financial Development: Cross Country Evidence," NBER Working Papers 8967, National Bureau of Economic Research, Inc.
    33. 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.
    34. Ms. Jacqueline T Irving, 2005. "Regional Integration of Stock Exchanges in Eastern and Southern Africa: Progress and Prospects," IMF Working Papers 2005/122, International Monetary Fund.
    35. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    36. 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.
    37. Mr. Taimur Baig & Mr. Ilan Goldfajn, 2000. "The Russian Default and the Contagion to Brazil," IMF Working Papers 2000/160, International Monetary Fund.
    38. Calderon, Cesar & Kubota, Megumi, 2009. "Does financial openness lead to deeper domestic financial markets ?," Policy Research Working Paper Series 4973, The World Bank.
    39. 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.
    40. 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.
    41. Collins, Daryl & Biekpe, Nicholas, 2003. "Contagion: a fear for African equity markets?," Journal of Economics and Business, Elsevier, vol. 55(3), pages 285-297.
    42. Candelon, Bertrand & Hecq, Alain & Verschoor, Willem F.C., 2005. "Measuring common cyclical features during financial turmoil: Evidence of interdependence not contagion," Journal of International Money and Finance, Elsevier, vol. 24(8), pages 1317-1334, December.
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    More about this item

    Keywords

    African Stock Markets; Interdependence; Time Scales; Generalized VAR; Financial Crisis;
    All these keywords.

    JEL classification:

    • C02 - Mathematical and Quantitative Methods - - General - - - Mathematical Economics
    • F02 - International Economics - - General - - - International Economic Order and Integration
    • F3 - International Economics - - International Finance

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