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A Study to Check the Applicability of Fama and French, Three-Factor Model on KSE 100-Index from 2004-2014

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  • Nahzat Abbas
  • Jahanzeb Khan
  • Rabia Aziz
  • Zain Sumrani

Abstract

This study aims to test the explanatory power of Fama and French three factor model (1993) in explaining cross-sectional average return for Pakistan¡¯s equity market for the time frame of 10 years from 2004-2014. The sample includes firms that traded on KSE-100 index from 2004-2014. Six portfolios were formed by the intersection of two size portfolios and three value portfolios. Excess monthly returns of the six portfolios i.e. the dependent variable were individually regressed against market premium, size premium and value premium (MRP, SMB and HML) i.e. the independent variables to test the validity of Fama and French three factor model. Along the line of original Fama & French, this study aims to provide valuable insights into components of excess returns and lay ground work towards further studies in this domain. An important insight it is bound to show is whether BE/ME & size factors hold as proxies for time-varying systematic risk as is proclaimed by past researches.

Suggested Citation

  • Nahzat Abbas & Jahanzeb Khan & Rabia Aziz & Zain Sumrani, 2015. "A Study to Check the Applicability of Fama and French, Three-Factor Model on KSE 100-Index from 2004-2014," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 6(1), pages 90-100, January.
  • Handle: RePEc:jfr:ijfr11:v:6:y:2015:i:1:p:90-100
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    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Daniel Chi‐Hsiou Hung & Mark Shackleton & Xinzhong Xu, 2004. "CAPM, Higher Co‐moment and Factor Models of UK Stock Returns," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(1‐2), pages 87-112, January.
    3. 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..
    4. Loughran, Tim, 1997. "Book-to-Market across Firm Size, Exchange, and Seasonality: Is There an Effect?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(3), pages 249-268, September.
    5. Wayne E. Ferson & Andrew F. Siegel, 2006. "Testing Portfolio Efficiency with Conditioning Information," NBER Working Papers 12098, National Bureau of Economic Research, Inc.
    6. James L. Davis & Eugene F. Fama & Kenneth R. French, 2000. "Characteristics, Covariances, and Average Returns: 1929 to 1997," Journal of Finance, American Finance Association, vol. 55(1), pages 389-406, February.
    7. Kent Daniel & Sheridan Titman & K.C. John Wei, 2001. "Explaining the Cross‐Section of Stock Returns in Japan: Factors or Characteristics?," Journal of Finance, American Finance Association, vol. 56(2), pages 743-766, April.
    8. Hahn, Jaehoon & Lee, Hangyong, 2006. "Yield Spreads as Alternative Risk Factors for Size and Book-to-Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(2), pages 245-269, June.
    9. Schwert, G. William, 2003. "Anomalies and market efficiency," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 15, pages 939-974, Elsevier.
    10. Ang, Andrew & Chen, Joseph, 2007. "CAPM over the long run: 1926-2001," Journal of Empirical Finance, Elsevier, vol. 14(1), pages 1-40, January.
    11. N. S. Santhi & K. Balanaga Gurunathan, 2014. "Fama-French Three Factors Model in Indian Mutual Fund Market," Asian Journal of Economics and Empirical Research, Asian Online Journal Publishing Group, vol. 1(1), pages 1-5.
    12. Ruzita Abdul Rahim & Abu Hassan Shaari Mohd. Nor, 2006. "A Comparison Between Fama and French Model and Liquidity-Based Three Factor Models in Predicting Portfolio Returns," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 2(2), pages 43-60.
    13. Fama, Eugene F. & French, Kenneth R., 2012. "Size, value, and momentum in international stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 457-472.
    14. Berk, Jonathan B, 1995. "A Critique of Size-Related Anomalies," The Review of Financial Studies, Society for Financial Studies, vol. 8(2), pages 275-286.
    15. John M. Griffin, 2002. "Are the Fama and French Factors Global or Country Specific?," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 783-803.
    16. Eugene F. Fama & Kenneth R. French, 2006. "The Value Premium and the CAPM," Journal of Finance, American Finance Association, vol. 61(5), pages 2163-2185, October.
    17. Nawazish Mirza, 2008. "Size and value premium in Karachi stock exchange," CREB Working papers 1-2008, Centre for Research in Economics and Business, The Lahore School of Economics, revised 2008.
    18. 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.
    19. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    20. Kothari, S P & Shanken, Jay & Sloan, Richard G, 1995. "Another Look at the Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 185-224, March.
    21. Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-131, February.
    22. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    23. Shanthi N.S. & K. Balanaga Gurunathan, 2014. "Fama-French Three Factors Model in Indian Mutual Fund Market," Asian Journal of Economics and Empirical Research, Asian Online Journal Publishing Group, vol. 1(1), pages 1-5.
    24. Christopher W. Anderson & Luis Garcia‐Feijóo, 2006. "Empirical Evidence on Capital Investment, Growth Options, and Security Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 171-194, February.
    25. Lu Zhang, 2005. "The Value Premium," Journal of Finance, American Finance Association, vol. 60(1), pages 67-103, February.
    26. Martin Lettau & Sydney Ludvigson, 2001. "Resurrecting the (C)CAPM: A Cross-Sectional Test When Risk Premia Are Time-Varying," Journal of Political Economy, University of Chicago Press, vol. 109(6), pages 1238-1287, December.
    27. Fama, Eugene F. & French, Kenneth R., 1989. "Business conditions and expected returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 25(1), pages 23-49, November.
    28. Pesaran, M Hashem & Timmermann, Allan, 1995. "Predictability of Stock Returns: Robustness and Economic Significance," Journal of Finance, American Finance Association, vol. 50(4), pages 1201-1228, September.
    29. 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.
    30. Nawazish Mirza & Saima Shahid, 2008. "Size and Value Premium inKarachi Stock Exchange," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 13(2), pages 1-26, Jul-Dec.
    31. Gibbons, Michael R., 1982. "Multivariate tests of financial models : A new approach," Journal of Financial Economics, Elsevier, vol. 10(1), pages 3-27, March.
    32. Clifford S. Asness & Tobias J. Moskowitz & Lasse Heje Pedersen, 2013. "Value and Momentum Everywhere," Journal of Finance, American Finance Association, vol. 68(3), pages 929-985, June.
    33. 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.
    34. Kim, Dongcheol, 1997. "A Reexamination of Firm Size, Book-to-Market, and Earnings Price in the Cross-Section of Expected Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(4), pages 463-489, December.
    35. Eugene F. Fama & Kenneth R. French, 2004. "The Capital Asset Pricing Model: Theory and Evidence," Journal of Economic Perspectives, American Economic Association, vol. 18(3), pages 25-46, Summer.
    36. Fama, Eugene F & French, Kenneth R, 1996. "Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    37. Bower, Dorothy H & Bower, Richard S & Logue, Dennis E, 1984. "Arbitrage Pricing Theory and Utility Stock Returns," Journal of Finance, American Finance Association, vol. 39(4), pages 1041-1054, September.
    38. Reinganum, Marc R., 1981. "Misspecification of capital asset pricing : Empirical anomalies based on earnings' yields and market values," Journal of Financial Economics, Elsevier, vol. 9(1), pages 19-46, March.
    39. Benoit F. Leleux & Veronique M. Matthys & Julian E. Lange, 1996. "Pricing High Growth Firms: Arbitrage Opportunities in the Inc. 100," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 5(1), pages 43-60, Spring.
    40. Moerman, G.A., 2005. "How Domestic is the Fama and French Three-Factor Model? An Application to the Euro Area," ERIM Report Series Research in Management ERS-2005-035-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    41. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
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