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A Comparative Analysis of Four-Factor Model and Three-Factor Model in the Nigerian Stock Market

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  • Esther Ikavbo Evbayiro-Osagie
  • Ifuero Osad Osamwonyi

Abstract

The study investigates if the three-factor model explains variation in expected returns of stocks on the Nigerian Stock Exchange (NSE); and also ascertains if the four-factor model explains the variation in expected returns of stocks on the NSE better than the three-factor model. The study use a sample size of 139 stocks with continuous trading on the NSE for the period January 2007 to December 2014 to construct 10 portfolios on the bases of size, value and returns. By means of multiple OLS regression analysis method with the aid of StataC13 software the analysis was done. The empirical analysis reveals that the three-factor model explains cross sectional variation in expected returns in the NSE. Also, the study shows that the size effect, value effect as well as momentum effect is present in the market. Comparing the four-factor model with three-factor model, shows that the four-factor model have better explanatory power than the three-factor model in explaining returns in the Market. It is recommended that equity investors, fund/portfolio managers and investment advisers should embed in their operational strategies the explanatory power of market beta, size and value as well as momentum on stock/portfolio returns to enable them build up trading strategies that minimize loss and maximize returns. Market regulators and policy makers should ensure appropriate measures are in place to improve market viability and liquidity in order to enhance the depth and breathe of the market.

Suggested Citation

  • Esther Ikavbo Evbayiro-Osagie & Ifuero Osad Osamwonyi, 2017. "A Comparative Analysis of Four-Factor Model and Three-Factor Model in the Nigerian Stock Market," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 8(4), pages 38-52, October.
  • Handle: RePEc:jfr:ijfr11:v:8:y:2017:i:4:p:38-52
    DOI: 10.5430/ijfr.v8n4p38
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    References listed on IDEAS

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    1. Nijman, Theo & Swinkels, Laurens & Verbeek, Marno, 2004. "Do countries or industries explain momentum in Europe?," Journal of Empirical Finance, Elsevier, vol. 11(4), pages 461-481, September.
    2. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    3. Ryan Bartens & Shakill Hassan, 2010. "Value, size and momentum portfolios in real time: the cross section of South African stocks," Australian Journal of Management, Australian School of Business, vol. 35(2), pages 181-202, August.
    4. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    5. Davis, James L, 1994. "The Cross-Section of Realized Stock Returns: The Pre-COMPUSTAT Evidence," Journal of Finance, American Finance Association, vol. 49(5), pages 1579-1593, December.
    6. Cook, Thomas J. & Rozeff, Michael S., 1984. "Size and Earnings/Price Ratio Anomalies: One Effect or Two?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(4), pages 449-466, December.
    7. Banz, Rolf W., 1981. "The relationship between return and market value of common stocks," Journal of Financial Economics, Elsevier, vol. 9(1), pages 3-18, March.
    8. S.K. Bundoo, 2011. "An Analysis of Stock Market Anomalies and Momentum Strategies on the Stock Exchange of Mauritius," Working Papers 227, African Economic Research Consortium, Research Department.
    9. Daniel, Kent & Titman, Sheridan, 1997. "Evidence on the Characteristics of Cross Sectional Variation in Stock Returns," Journal of Finance, American Finance Association, vol. 52(1), pages 1-33, March.
    10. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    11. Eraslan, Veysel, 2013. "Fama and French Three-Factor Model: Evidence from Istanbul Stock Exchange," Business and Economics Research Journal, Uludag University, Faculty of Economics and Administrative Sciences, vol. 4(2), pages 1-11, April.
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    Cited by:

    1. Omar Tazi & Samir Aguenaou & Jawad Abrache, 2022. "A Comparative Study of the Fama-French Three Factor and the Carhart Four Factor Models: Empirical Evidence from Morocco," International Journal of Economics and Financial Issues, Econjournals, vol. 12(1), pages 58-66.

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