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Return and volatility dynamics among four African equity markets: A multivariate VAR-EGARCH analysis

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  • Kuttu, Saint

Abstract

A multivariate VAR-EGARCH is used to examine the returns and volatility dynamics between thin-traded adjusted equity returns from Ghana, Kenya, Nigeria and South Africa. The findings suggest a reciprocal return spillover between Ghana and Kenya, and between Nigeria and South Africa. In addition, Nigeria appears to be the source of volatility innovations in Ghana, Kenya and South Africa. Own market volatility is pronounced, and volatility is highly persistent in all four markets with Ghana, Kenya and South Africa exhibiting volatility asymmetry.

Suggested Citation

  • Kuttu, Saint, 2014. "Return and volatility dynamics among four African equity markets: A multivariate VAR-EGARCH analysis," Global Finance Journal, Elsevier, vol. 25(1), pages 56-69.
  • Handle: RePEc:eee:glofin:v:25:y:2014:i:1:p:56-69
    DOI: 10.1016/j.gfj.2014.03.001
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    1. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    2. McInish, Thomas H & Wood, Robert A, 1986. "Adjusting for Beta Bias: An Assessment of Alternative Techniques: A Note," Journal of Finance, American Finance Association, vol. 41(1), pages 277-286, March.
    3. Miller, Merton H & Muthuswamy, Jayaram & Whaley, Robert E, 1994. "Mean Reversion of Standard & Poor's 500 Index Basis Changes: Arbitrage-Induced or Statistical Illusion?," Journal of Finance, American Finance Association, vol. 49(2), pages 479-513, June.
    4. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    5. Jenifer Piesse & Bruce Hearn, 2002. "Equity market integration versus segmentation in three dominant markets of the Southern African Customs Union: cointegration and causality tests," Applied Economics, Taylor & Francis Journals, vol. 34(14), pages 1711-1722.
    6. Michael Humavindu & Christos Floros, 2006. "Integration and Volatility Spillovers in African Equity Markets: Evidence from Namibia and South Africa," The African Finance Journal, Africagrowth Institute, vol. 8(2), pages 31-51.
    7. Antonios Antoniou & Nuray Ergul & Phil Holmes, 1997. "Market Efficiency, Thin Trading and Non‐linear Behaviour: Evidence from an Emerging Market," European Financial Management, European Financial Management Association, vol. 3(2), pages 175-190, July.
    8. Antonios Antoniou & Gioia Pescetto & Antonis Violaris, 2003. "Modelling International Price Relationships and Interdependencies Between the Stock Index and Stock Index Futures Markets of Three EU Countries: A Multivariate Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(5-6), pages 645-667.
    9. Booth, G. Geoffrey & Martikainen, Teppo & Tse, Yiuman, 1997. "Price and volatility spillovers in Scandinavian stock markets," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 811-823, June.
    10. Ananth Rao, 2008. "Analysis of volatility persistence in Middle East emerging equity markets," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 25(2), pages 93-111, June.
    11. Christofi, A. & Pericli, A., 1999. "Correlation in price changes and volatility of major Latin American stock markets," Journal of Multinational Financial Management, Elsevier, vol. 9(1), pages 79-93, January.
    12. Osamah M. Al‐Khazali & David K. Ding & Chong Soo Pyun, 2007. "A New Variance Ratio Test of Random Walk in Emerging Markets: A Revisit," The Financial Review, Eastern Finance Association, vol. 42(2), pages 303-317, May.
    13. Appiah-Kusi, Joe & Menyah, Kojo, 2003. "Return predictability in African stock markets," Review of Financial Economics, Elsevier, vol. 12(3), pages 247-270.
    14. Bruce Hearn, 2012. "Size and liquidity effects in African frontier equity markets," Applied Financial Economics, Taylor & Francis Journals, vol. 22(9), pages 681-707, May.
    15. Antonios Antoniou & Gioia Pescetto & Antonis Violaris, 2003. "Modelling International Price Relationships and Interdependencies Between the Stock Index and Stock Index Futures Markets of Three EU Countries: A Multivariate Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(5‐6), pages 645-667, June.
    16. Cohen, Kalman J. & Hawawini, Gabriel A. & Maier, Steven F. & Schwartz, Robert A. & Whitcomb, David K., 1983. "Friction in the trading process and the estimation of systematic risk," Journal of Financial Economics, Elsevier, vol. 12(2), pages 263-278, August.
    17. Giorgio Canarella & Stephen M. Miller & Stephen K. Pollard, 2008. "Dynamic Stock Market Interactions between the Canadian, Mexican, and the United States Markets: The NAFTA Experience," Working papers 2008-49, University of Connecticut, Department of Economics.
    18. Helen Higgs & Andrew Worthington, 2004. "Transmission of returns and volatility in art markets: a multivariate GARCH analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 11(4), pages 217-222.
    19. Andrew Worthington & Helen Higgs, 2004. "Transmission of equity returns and volatility in Asian developed and emerging markets: a multivariate GARCH analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 9(1), pages 71-80.
    20. 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.
    21. Charles Rayhorn & M. Kabir Hassan & Jung‐Suk Yu & Kenneth R. Janson, 2007. "Emerging Market Efficiencies: New Zealand's Maturation Experience in the Presence of Non‐Linearity, Thin Trading and Asymmetric Information," International Review of Finance, International Review of Finance Ltd., vol. 7(1‐2), pages 21-34, March.
    22. Bruce Hearn, 2009. "Liquidity And Valuation In East African Securities Markets," South African Journal of Economics, Economic Society of South Africa, vol. 77(4), pages 553-576, December.
    23. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    Cited by:

    1. Kuttu, Saint, 2017. "Time-varying conditional discrete jumps in emerging African equity markets," Global Finance Journal, Elsevier, vol. 32(C), pages 35-54.
    2. Donou-Adonsou, Ficawoyi, 2019. "Colonialism ties and stock markets: Evidence from Sub-Saharan Africa," Research in International Business and Finance, Elsevier, vol. 47(C), pages 327-343.
    3. Saint Kuttu & Godfred A. Bokpin, 2017. "Feedback Trading and Autocorrelation Patterns in Sub-Saharan African Equity Markets," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(1), pages 213-225, January.
    4. Caroline Michere Ndei & Stephen Muchina & Kennedy Waweru, 2019. "Modeling stock market return volatility in the presence of structural breaks: Evidence from Nairobi Securities Exchange, Kenya," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 8(5), pages 156-171, September.
    5. Kuttu, Saint, 2018. "Modelling long memory in volatility in sub-Saharan African equity markets," Research in International Business and Finance, Elsevier, vol. 44(C), pages 176-185.
    6. Nguyen, Trang & Chaiechi, Taha & Eagle, Lynne & Low, David, 2020. "Dynamic transmissions between main stock markets and SME stock markets: Evidence from tropical economies," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 308-324.
    7. Nelson Yunvirusaba & Jane Aduda & Ananda Kube, 2019. "Volatility Spillover Effects among Securities Exchanges in East Africa," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 11(10), pages 32-41, October.
    8. Eric Martial Etoundi Atenga & Mbodja Mougoué, 2021. "Return and volatility spillovers to African equity markets and their determinants," Empirical Economics, Springer, vol. 61(2), pages 883-918, August.

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    More about this item

    Keywords

    Returns; Volatility; Interdependence; Thin trading; Equity;
    All these keywords.

    JEL classification:

    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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