THE FOUR-FACTOR MODEL AND STOCK RETURNS IN BANGLADESH

Keywords: Carhart Four-Factor Model, Fama-French Three-Factor Model, CAPM, GRS F-Test, Dhaka Stock Exchange.

Abstract

For determining the expected return, and asset pricing, CAPM (Capital asset pricing model) is being used dominantly grounded on only the market (systematic) risk-factor though several anomalies have been revealed in this model. Fama and French (1993) have addressed those anomalies and developed the Three-factor model by combining size and value factors besides market factors. Over time, Carhart (1997) has further developed a model addressing momentum factor besides the three factors of Fama and French (1993) which is known as the Carhart four-factor model. Though several kinds of research have been conducted on the CAPM and three-factor model, little works have been accompanied by the Carhart four-factor model in an evolving market like Bangladesh. The goal of this work is to examine the validity of the Carhart four-factor model and examine the loftier explanatory power in Dhaka Stock Exchange (DSE). From the regression analysis of the Carhart model, we have found that market, size, value, and momentum explain the excess stock return. This study indicates that the Carhart model has the lowest GRS F-statistic, highest adjusted R-squared, and lowest Sharpe ratio in contrast to the CAPM and three-factor model which indicates the superior explanatory power and statistical validity of the Carhart model.

JEL Classification Codes: G12, G13, G14.

Author Biographies

Muhammad Saifuddin Khan, DU

Associate Professor, Department of Finance, Faculty of Business Studies, University of Dhaka, Dhaka-1000, Bangladesh

Md. Miad Uddin Fahim, DU

Postgraduate Student, Department of Finance, Faculty of Business Studies, University of Dhaka, Dhaka-1000, Bangladesh

References

Abeysekera, A. P., & Nimal, P. D. (2017). The four-factor model and stock returns: evidence from Sri Lanka. Afro-Asian Journal of Finance and Accounting, 7(1), 1-15.

Ammann, M., & Steiner, M. (2008). Risk factors for the Swiss stock market. Swiss Journal of Economics and Statistics, 144(1), 1-35.

Artmann, S., Finter, P., & Kempf, A. (2012). Determinants of expected stock returns: large sample evidence from the German market. Journal of Business Finance & Accounting, 39(5‐6), 758-784.

Ball, R. (1978). Anomalies in relationships between securities yields and yield-surrogates. Journal of Financial Economics, 6(2-3), 103-126.

Banz, R. W. (1981). The relationship between return and market value of common stocks. Journal of Financial Economics, 9(1), 3-18.

Basu, S. (1977). Investment performance of common stocks in relation to their price‐earnings ratios: A test of the efficient market hypothesis. The Journal of Finance, 32(3), 663-682.

Berger, A. N., & Bouwman, C. H. (2009). Bank liquidity creation. The Review of Financial Studies, 22(9), 3779-3837.

Bhandari, L. C. (1988). Debt/equity ratio and expected common stock returns: Empirical evidence. The Journal of Finance, 43(2), 507-528.

Bretschger, L., & Lechthaler, F. (2012). Common risk factors and the macroeconomy: new evidence from the Japanese stock market. CER-ETH Working Paper, (12/160).

Cakici, N., Fabozzi, F.J. & Tan, S. (2013). Size, value, and momentum in emerging market stock returns.Emerging Markets Review, 16(1), 46–65.

Carhart, M. M. (1997). On persistence in mutual fund performance. The Journal of Finance, 52(1), 57-82.

Chan, L. K., Hamao, Y., & Lakonishok, J. (1991). Fundamentals and stock returns in Japan. The Journal of Finance, 46(5), 1739-1764.

Chowdhury, S. S. H., & Sharmin, R. (2013). Relevant factors to explain cross-section of expected returns of the firms listed in the Dhaka Stock Exchange. International Business Research, 6(3), 165.

Czapkiewicz, A., & Wójtowicz, T. (2014). The four-factor asset pricing model on the Polish stock market. Economic research-Ekonomskaistraživanja, 27(1), 771-783.

Dixon, W.J. (1960). Simplified estimation from censored normal samples. The Annals of Mathematical Statistics, pp.385-391.

Fama, E. F., & French, K. R. (1992). The cross‐section of expected stock returns. Journal of Finance, 47(2), 427-465.

Fama, E. F., & French, K. R. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33, 3-56.

Fama, E. F., & French, K. R. (2012). Size, value, and momentum in international stock returns. Journal of financial economics, 105(3), 457-472.

Gibbons, M. R. (1982). Multivariate tests of financial models: A new approach. Journal of Financial Economics, 10(1), 3-27.

Gibbons, M. R., Ross, S. A., & Shanken, J. (1989). A test of the efficiency of a given portfolio. Econometrica: Journal of the Econometric Society, 1121-1152.

Hasan, M. B., Alam, M. N., Amin, M. R., & Rahaman, M. A. (2015). The size and value effect to explain cross-section of expected stock returns in Dhaka stock exchange. International Journal of Economics and Finance, 7(1), 14-23.

Hanauer, M., & Linhart, M. (2013). Size, Value, and Momentum in Emerging Market Stock Returns: Integrated or Segmented Pricing?. Working Paper, Technical University of Munich.

Hasnaoui, H., & Ibrahim, F. (2013). Constructing and testing alternative versions of the Fama-French and Carhart models in Tunisia. Herald Journal of Economics and Finance, 1(1),21–34.

Jegadeesh, N., & Titman, S. (1993). Returns to buying winners and selling losers: Implications for stock market efficiency. The Journal of Finance, 48(1), 65-91.

Lintner, J. (1965). Security prices, risk, and maximal gains from diversification. The Journal of Finance, 20(4), 587-615.

Lam, K. S., Li, F. K., & So, S. M. (2010). On the validity of the augmented Fama and French’s (1993) model: evidence from the Hong Kong stock market. Review of Quantitative Finance and Accounting, 35(1), 89-111.

Markowitz, H. (1959). Portfolio selection: Efficient Diversification of Investments. (Wiley, New York)

Merton, R. C. (1973). An intertemporal capital asset pricing model. Econometrica: Journal of the Econometric Society, 867-887.

Mobarek, A., & Mollah, A. S. (2005). The general determinants of share returns: an empirical investigation on the Dhaka stock exchange. Review of Pacific Basin Financial Markets and Policies, 8(04), 593-612.

Nwani, C. (2015). An Empirical Investigation of Fama-French-Carhart Multifactor Model: UK Evidence. Journal of Economics and Finance, 6(1), 95-103.

Rahman, M., Baten, M. A., & Alam, A. (2006). An empirical testing of capital asset pricing model in Bangladesh. Journal of Applied Sciences, 6(3), 662-667.

Rosenberg, B., Reid, K., & Lanstein, R. (1985). Persuasive evidence of market inefficiency. The Journal of Portfolio Management, 11(3), 9-16.

Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The Journal of Finance, 19(3), 425-442.

Stattman, D. (1980). Book values and stock returns. The Chicago MBA: A Journal of Selected Papers, 4(1), 25-45.
Published
2021-05-15
How to Cite
Khan, M. S., & Fahim, M. M. U. (2021). THE FOUR-FACTOR MODEL AND STOCK RETURNS IN BANGLADESH. International Journal of Accounting & Finance Review, 6(2), 133-149. https://doi.org/10.46281/ijafr.v6i2.1122
Section
Research Paper/Theoretical Paper/Review Paper/Short Communication Paper