Identifying Structural Breaks in Asset Pricing Behavior in the Indian Context
DOI:
https://doi.org/10.17010/ijf/2017/v11i6/115592Keywords:
Asset Pricing
, Structural Break, Market, Size, Value, Fama-French Three Factor Model, Adaptive Market Hypothesis (AMH)G11
, G12, G14Paper Submission Date
, August 10, 2016, Paper sent back for Revision, February 22, 2017, Paper Acceptance Date, April 17, 2017.Abstract
The paper studied the asset pricing behavior in India for the time period from April 1991 till March 2015 by employing the Fama-French three factor model and discovered a structural break in November 2001. This structural break was due to the coefficient of the value factor that showed a statistically significant increase post break point. For all the six test portfolios considered, the market factor and size factor premiums had statistically significant coefficients throughout the study period. In the pre-break point period, four of the six portfolios had a statistically significant coefficient for the value factor premium, while for the post break point, all the six test portfolios had a statistically significant coefficient for the value factor premium. The evidence, therefore, pointed to an increasing importance for the value factor. The paper also provided evidence that the Fama-French three factor model is a good descriptor of returns in the Indian context. The discovery of the structural break in the asset pricing behavior was also consistent with the adaptive market hypothesis (AMH).Downloads
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Andrews, D. W. (2003). Tests for parameter instability and structural change with unknown change point: A corrigendum. Econometrica, 71(1), 395 - 397.
Armitage, S. (2005). The cost of capital: Intermediate theory. New York, USA: Cambridge University Press.
Babu, S.M., & Prabheesh, K. P. (2008). Causal relationships between foreign institutional investments and stock returns in India. International Journal of Trade and Global Markets, 1 (3), 259-265. DOI : https://doi.org/10.1504/IJTGM.2008.02043
Bahl, B. (2006). Testing the Fama and French three-factor model and its variants for the Indian stock returns. DOI: http://dx.doi.org/10.2139/ssrn.950899
Balakrishnan, A. (2016). Size, value, and momentum effects in stock returns: Evidence from India. Vision: The Journal of Business Perspective, 20 (1), 1-8. DOI: https://doi.org/10.1177/0972262916628929
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. DOI: 10.1111/j.1540-6261.1977.tb01979.x
Bauer, R., Cosemans, M., & Schotman, P. C. (2010). Conditional asset pricing and stock market anomalies in Europe. European Financial Management, 16 (2), 165-190.DOI: 10.1111/j.1468-036X.2008.00453.x
Bhandari, L. C. (1988). Debt/equity ratio and expected common stock returns: Empirical evidence. The Journal of Finance, 43 (2), 507-528. DOI: 10.1111/j.1540-6261.1988.tb03952.x
Bierens, H. J. (2015). EasyReg International [Econometric Software]. Pennsylvania State University. Retrieved from http://econ.la.psu.edu/~hbierens/EASYREG.HTM
Bondt, W. F., & Thaler, R. (1985). Does the stock market overreact? The Journal of Finance, 40 (3), 793-805. DOI: 10.1111/j.1540-6261.1985.tb05004.x
Bundoo, S. K. (2008). An augmented Fama and French three-factor model: new evidence from an emerging stock market. Applied Economics Letters, 15(15), 1213-1218. DOI : http://dx.doi.org/10.1080/13504850601018049
Chan, L. K., Hamao, Y., & Lakonishok, J. (1991). Fundamentals and stock returns in Japan. The Journal of Finance, 46 (5), 1739 -1764. DOI: 10.1111/j.1540-6261.1991.tb04642.x
Cho, Y.J. (1999). Indian capital markets: recent development and policy issues. Metro Manila, Philippines: Asian Development Bank.
Connor, G., & Sehgal, S. (2001). Tests of the Fama and French model in India (Discussion Paper 379). London, UK : London School of Economics and Political Science, LSE Library. DOI: http://eprints.lse.ac.uk/25057
Damodaran, A. (2008). What is the risk free rate? A search for the basic building block. DOI: http://dx.doi.org/10.2139/ssrn.1317436
Davis, J. L., Fama, E. F., & French, K. R. (2000). Characteristics, covariances, and average returns: 1929 to 1997. The Journal of Finance, 55 (1), 389 - 406. DOI: 10.1111/0022-1082.00209
Domowitz, I., & Steil, B. (2002). Securities trading. Technological Innovation and Economic Performance, 314-326. Retrieved from http://i.cfr.org/content/publications/attachments/SecuritiesTrading_chapter.pdf
Drew, M. E., & Veeraraghavan, M. (2003). Beta, firm size, book-to-market equity and stock returns. DOI : https://doi.org/10.1080/13547860306289
Fama, E. F., & French, K. R. (1992). The cross-section of expected stock returns. The Journal of Finance, 47 (2), 427- 465. DOI: 10.1111/j.1540-6261.1992.tb04398.x
Fama, E. F., & French, K. R. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33 (1), 3 - 56.
Fama, E. F., & French, K. R. (1996). Multifactor explanations of asset pricing anomalies. The Journal of Finance, 51(1), 55 - 84. DOI: 10.1111/j.1540-6261.1996.tb05202.x
Fama, E. F., & French, K. R. (2006). The value premium and the CAPM. The Journal of Finance, 61 (5), 2163 - 2185. DOI: 10.1111/j.1540-6261.2006.01054.x
Grünbichler, A., Longstaff, F. A., & Schwartz, E. S. (1994). Electronic screen trading and the transmission of information: An empirical examination. Journal of Financial Intermediation, 3(2), 166 - 187.
Guru, A., & Parikh, A. (2009). Behaviour of foreign institutional investors in India: An empirical study. Indian Journal of Finance, 3 (8), 20 - 30.
Hansen, B. E. (2001). The new econometrics of structural change: Dating breaks in U.S. labor productivity. The Journal of Economic Perspectives, 15 (4), 117-128.
Hiremath, G. S., & Kumari, J. (2014). Stock returns predictability and the adaptive market hypothesis in emerging markets: evidence from India. SpringerPlus, 3 (1), 428. doi:10.1186/2193-1801-3-428
Inoue, T. (2009). The causal relationships in mean and variance between stock returns and foreign institutional investment in India. Margin: The Journal of Applied Economic Research, 3 (4), 319 - 337. DOI: https://doi.org/10.1177/097380100900300401
Jain, P. K. (2005). Financial market design and the equity premium: Electronic versus floor trading. The Journal of Finance, 60(6), 2955 - 2985. DOI: 10.1111/j.1540-6261.2005.00822.x
Jegadeesh, N. (1990). Evidence of predictable behavior of security returns. The Journal of Finance, 45 (3), 881-898. DOI: 10.1111/j.1540-6261.1990.tb05110.x
Jiang, G., Tang, N., & Law, E. (2002). Electronic trading in Hong Kong and its impact on market functioning (BIS Papers No 12), pp. 124-137.
Koller, T., Goedhart, M., & Wessels, D. (2010). Valuation: measuring and managing the value of companies (Vol. 499). New Jersey, USA: John Wiley & Sons.
Lintner, J. (1965). Security prices, risk, and maximal gains from diversification. The Journal of Finance, 20 (4), 587-615. DOI: 10.1111/j.1540-6261.1965.tb02930.x
Lo, A. W. (2004). The adaptive markets hypothesis. The Journal of Portfolio Management, 30 (5), 15-29. DOI: 10.3905/jpm.2004.442611
Lo, A. W. (2005). Reconciling efficient markets with behavioral finance: The adaptive markets hypothesis. Journal of Investment Consulting, 7 (2), 21- 44.
Mohanty, P. (2001, February). Efficiency of the market for small stocks. NSE News, 3-6.
Naidu, G. N., & Rozeff, M. S. (1994). Volume, volatility, liquidity and efficiency of the Singapore Stock Exchange before and after automation. Pacific-Basin Finance Journal, 2 (1), 23 - 42.
Quandt, R. E. (1960). Tests of the hypothesis that a linear regression system obeys two separate regimes. Journal of the American Statistical Association, 55 (290), 324 - 330.
Raghuram, G. (2017). Investigating the 'month of the year' effect in India. Indian Journal of Finance, 11(1), 11-28. doi:10.17010/ijf/2017/v11i1/108958
Reinganum, M. R. (1981). Misspecification of capital asset pricing: Empirical anomalies based on earnings' yields and market values. Journal of Financial Economics, 9 (1), 19-46.
Rosenberg, B., Reid, K., & Lanstein, R. (1985). Persuasive evidence of market inefficiency. The Journal of Portfolio Management, 11(3), 9-16. DOI: 10.3905/jpm.1985.409007
Schrimpf, A., Schröder, M., & Stehle, R. (2007). Cross - sectional tests of conditional asset pricing models : Evidence from the German Stock Market. European Financial Management, 13(5), 880 - 907. DOI: 10.1111/j.1468-036X.2007.00401.x
Shah, A., & Thomas, S. (1996). How competition and automation have changed the Bombay Stock Exchange. DOI: https://ssrn.com/abstract=7239
Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The Journal of Finance, 19 (3), 425 - 442. DOI: 10.1111/j.1540-6261.1964.tb02865.x
Stattman, D. (1980). Book values and stock returns. The Chicago MBA: A Journal of Selected Papers, 4, 25 - 45.
Stock, J. H., & Watson, M. (2011). Introduction to econometrics (3rd ed.) Boston: Pearson Education/Addison Wesley.
Stowe, J. D., Robinson, T.R., Pinto, J.E. & McLeavey, D.W. (2007). Equity asset valuation (Vol. 4). New Jersey, USA: John Wiley & Sons.
Taneja, Y. P. (2010). Revisiting Fama French three-factor model in Indian stock market. Vision: The Journal of Business Perspective, 14 (4), 267- 274. DOI: https://doi.org/10.1177/097226291001400403
Tripathi, V. (2008). Company fundamentals and equity returns in India. DOI: http://dx.doi.org/10.2139/ssrn.1247717
Urquhart, A., & McGroarty, F. (2014). Calendar effects, market conditions and the adaptive market hypothesis : Evidence from long-run U.S. data. International Review of Financial Analysis, 35(C), 154 - 166.