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Does the Indian Stock Market Exhibit Random Walk?

Author

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  • Janet Jyothi Dsouza
  • T. Mallikarjunappa

Abstract

The efficient market hypothesis (EMH) states that security prices reflect all available information and investors cannot earn excess return by trading on the basis of this information. EMH is an important concept for the stockbrokers, financial institutions, individual and institutional investors and regulators government. An investment strategy of an investor is greatly influenced by market efficiency. Market efficiency also dictates the regulatory measures to be developed for ensuring the orderly development and management of the markets in a country. This study intends to contribute to the existing literature by investigating the weak-form market efficiency. The efficiency of the Indian stock market is tested by using the daily data of Bombay Stock Exchange (BSE)-200 index-based companies over the period of 1 January 1991 to 31 December 2012 by employing runs test, augmented Dickey–Fuller test (ADF) Test, Phillips–Perron test (PP) test, autocorrelation test and generalized autoregressive conditional heteroscedasticity (GARCH) (1, 1) model. The empirical results of these tests do not support the weak-form efficiency for the Indian stock market. Therefore, we conclude that the Indian stock market is not weak-form efficient. This result suggests that there is a systematic way to exploit the trading opportunities in the Indian stock market and the investors can earn abnormal profits by exploiting this opportunity. Since the results indicate that the market is not efficient in the weak form, the study of historical prices is beneficial for the investors. This also means that there is a scope for technical analysis as a trading strategy. The findings also open up scope for the market regulators to initiate measures to ensure market efficiency. There is an overwhelming literature supporting the weak-form market efficiency. We employ multiple tests to investigate the dependence structure of the historical prices to unravel the myth of market efficiency in the weak form.

Suggested Citation

  • Janet Jyothi Dsouza & T. Mallikarjunappa, 2015. "Does the Indian Stock Market Exhibit Random Walk?," Paradigm, , vol. 19(1), pages 1-20, June.
  • Handle: RePEc:sae:padigm:v:19:y:2015:i:1:p:1-20
    DOI: 10.1177/0971890715585197
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    References listed on IDEAS

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    1. Chan, Kam C & Gup, Benton E & Pan, Ming-Shiun, 1992. "An Empirical Analysis of Stock Prices in Major Asian Markets and the United States," The Financial Review, Eastern Finance Association, vol. 27(2), pages 289-307, May.
    2. Khan, Walayet & Vieito, João Paulo, 2012. "Stock exchange mergers and weak form of market efficiency: The case of Euronext Lisbon," International Review of Economics & Finance, Elsevier, vol. 22(1), pages 173-189.
    3. Ankita Mishra & Vinod Mishra & Russell Smyth, 2015. "The Random-Walk Hypothesis on the Indian Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(5), pages 879-892, September.
    4. Francesco Guidi & Rakesh Gupta & Suneel Maheshwari, 2011. "Weak-form Market Efficiency and Calendar Anomalies for Eastern Europe Equity Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 10(3), pages 337-389, December.
    5. Alexeev, Vitali & Tapon, Francis, 2011. "Testing weak form efficiency on the Toronto Stock Exchange," Journal of Empirical Finance, Elsevier, vol. 18(4), pages 661-691, September.
    6. Kwong-C. Cheung & J. Andrew Coutts, 2001. "A note on weak form market efficiency in security prices: evidence from the Hong Kong stock exchange," Applied Economics Letters, Taylor & Francis Journals, vol. 8(6), pages 407-410.
    7. Frennberg, Per & Hansson, Bjorn, 1993. "Testing the random walk hypothesis on Swedish stock prices: 1919-1990," Journal of Banking & Finance, Elsevier, vol. 17(1), pages 175-191, February.
    8. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
    9. Abraham Abraham & Fazal J. Seyyed & Sulaiman A. Alsakran, 2002. "Testing the Random Walk Behavior and Efficiency of the Gulf Stock Markets," The Financial Review, Eastern Finance Association, vol. 37(3), pages 469-480, August.
    10. Zalewska-Mitura, Anna & Hall, Stephen G., 1999. "Examining the first stages of market performance: a test for evolving market efficiency," Economics Letters, Elsevier, vol. 64(1), pages 1-12, July.
    11. Sarath P. Abeysekera, 2001. "Efficient Markets Hypothesis and the Emerging Capital Market in Sri Lanka: Evidence from the Colombo Stock Exchange - A Note," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(1-2), pages 249-261.
    12. Charles, Amélie & Darné, Olivier, 2009. "The random walk hypothesis for Chinese stock markets: Evidence from variance ratio tests," Economic Systems, Elsevier, vol. 33(2), pages 117-126, June.
    13. Hoque, Hafiz A.A.B. & Kim, Jae H. & Pyun, Chong Soo, 2007. "A comparison of variance ratio tests of random walk: A case of Asian emerging stock markets," International Review of Economics & Finance, Elsevier, vol. 16(4), pages 488-502.
    14. Sarath P. Abeysekera, 2001. "Efficient Markets Hypothesis and the Emerging Capital Market in Sri Lanka: Evidence from the Colombo Stock Exchange – A Note," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(1‐2), pages 249-261, January.
    15. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    16. Buguk, Cumhur & Wade Brorsen, B., 2003. "Testing weak-form market efficiency: Evidence from the Istanbul Stock Exchange," International Review of Financial Analysis, Elsevier, vol. 12(5), pages 579-590.
    17. Erdos, Péter & Ormos, Mihály, 2010. "Random walk theory and the weak-form efficiency of the US art auction prices," Journal of Banking & Finance, Elsevier, vol. 34(5), pages 1062-1076, May.
    18. Merton, Robert C., 1985. "On the current state of the stock market rationality hypothesis," Working papers 1717-85., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    19. James S Ang & Randolph A Pohlman, 1978. "A Note on the Price Behavior of Far Eastern Stocks," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 9(1), pages 103-108, March.
    20. 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.
    21. Sharma, J. L. & Kennedy, Robert E., 1977. "A Comparative Analysis of Stock Price Behavior on the Bombay, London, and New York Stock Exchanges," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 12(3), pages 391-413, September.
    22. Hong, Hai, 1978. "Predictability of Price Trends on Stock Exchanges: A Study of Some Far Eastern Countries," The Review of Economics and Statistics, MIT Press, vol. 60(4), pages 619-621, November.
    23. Hudson, Robert & Dempsey, Michael & Keasey, Kevin, 1996. "A note on the weak form efficiency of capital markets: The application of simple technical trading rules to UK stock prices - 1935 to 1994," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1121-1132, July.
    24. Butler, Kirt C. & Malaikah, S. J., 1992. "Efficiency and inefficiency in thinly traded stock markets: Kuwait and Saudi Arabia," Journal of Banking & Finance, Elsevier, vol. 16(1), pages 197-210, February.
    25. Abdmoulah, Walid, 2010. "Testing the evolving efficiency of Arab stock markets," International Review of Financial Analysis, Elsevier, vol. 19(1), pages 25-34, January.
    26. Kuo-Ping Chang & Kuo-Shiuan Ting, 2000. "A variance ratio test of the random walk hypothesis for Taiwan's stock market," Applied Financial Economics, Taylor & Francis Journals, vol. 10(5), pages 525-532.
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