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Evidence of random walk in Pakistan stock exchange: An emerging stock market study

Author

Listed:
  • Musarrat SHAMSHIR

    (Hamdard Institute of Education and Social Sciences, Faculty of Social Sciences and Humanities, Hamdard University, Karachi, Pakistan.)

  • Mirza Jawwad BAIG

    (Institute of Space and Planetary Astrophysics (ISPA), Faculty of Science, University of Karachi, Karachi- Pakistan.)

  • Khalid MUSTAFA

    (Department of Economics, Faculty of Social Sciences, University of Karachi, Karachi, Pakistan.)

Abstract

The study reports the empirical evidence on the presence of weak-form efficiency under the random walk hypothesis on the emerging stock market of Pakistan; Pakistan stock exchange (PSX), formerly known as Karachi stock exchange (KSE) from January 01, 2009 to August 31, 2014, by investigating two categories of stock indices; one in which the selection of firms is based upon market capitalization and the other where the selection criteria of firms is based upon free-float methodology. The study applied both non-parametric and parametric tests; Kolgomorov-Simirnov (K-S), runs, serial correlation and unit root tests on daily returns of KSE-100 index; KSE- all share index; KSE-30 index and KMI-30 index. The study finds absence of random walk on the former two indices, where chronology of firms and selection criteria are based on traditional market capitalization technique. However, evidence of random walk is found in stock-indices where selection of firms is based on free floating methodology. The trace of random walk advocates the free floating methodology over market capitalization criteria.

Suggested Citation

  • Musarrat SHAMSHIR & Mirza Jawwad BAIG & Khalid MUSTAFA, 2018. "Evidence of random walk in Pakistan stock exchange: An emerging stock market study," Journal of Economics Library, KSP Journals, vol. 5(1), pages 103-117, March.
  • Handle: RePEc:ksp:journ5:v:5:y:2018:i:1:p:103-117
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    References listed on IDEAS

    as
    1. Poterba, James M & Summers, Lawrence H, 1986. "The Persistence of Volatility and Stock Market Fluctuations," American Economic Review, American Economic Association, vol. 76(5), pages 1142-1151, December.
    2. Fazal Husain, 1997. "The Random Walk Model in the Pakistani Equity Market: An Examination," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 36(3), pages 221-240.
    3. Maria Rosa Borges, 2010. "Efficient market hypothesis in European stock markets," The European Journal of Finance, Taylor & Francis Journals, vol. 16(7), pages 711-726.
    4. Karemera, David & Ojah, Kalu & Cole, John A, 1999. "Random Walks and Market Efficiency Tests: Evidence from Emerging Equity Markets," Review of Quantitative Finance and Accounting, Springer, vol. 13(2), pages 171-188, September.
    5. 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.
    6. Jamshed Y. Uppal, 1993. "The Internationalisation of the Pakistani Stock Market: An Empirical Investigation," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 32(4), pages 605-618.
    7. Ainul Islam & Mohammed Khaled, 2005. "Tests of Weak-Form Efficiency of the Dhaka Stock Exchange," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7-8), pages 1613-1624.
    8. Barberis, Nicholas & Shleifer, Andrei & Vishny, Robert, 1998. "A model of investor sentiment," Journal of Financial Economics, Elsevier, vol. 49(3), pages 307-343, September.
    9. De Bondt, Werner F M & Thaler, Richard H, 1987. "Further Evidence on Investor Overreaction and Stock Market Seasonalit y," Journal of Finance, American Finance Association, vol. 42(3), pages 557-581, July.
    10. Harrison Hong & Jeremy C. Stein, 1999. "A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets," Journal of Finance, American Finance Association, vol. 54(6), pages 2143-2184, December.
    11. Nasir M. Khilji, 1993. "The Behaviour of Stock Returns in an Emerging Market: A Case Study of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 32(4), pages 593-604.
    12. 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.
    13. M. Imam Alam & Tanweer Hasan & Palani-Rajan Kadapakkam, 1999. "An Application of Variance-Ratio Test of Five Asian Stock Markets," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 2(03), pages 301-315.
    14. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    15. Ser‐Huang Poon, 1996. "Persistence and mean reversion in UK stock returns," European Financial Management, European Financial Management Association, vol. 2(2), pages 169-196, July.
    16. 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.
    17. 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.
    18. repec:lje:journl:v:1:y:2007:i:1:p:119-140 is not listed on IDEAS
    19. Jorge L. Urrutia, 1995. "Tests Of Random Walk And Market Efficiency For Latin American Emerging Equity Markets," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(3), pages 299-309, September.
    20. Lagoarde-Segot, Thomas & Lucey, Brian M., 2008. "Efficiency in emerging markets--Evidence from the MENA region," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(1), pages 94-105, February.
    21. Keith Jefferis & Graham Smith, 2005. "The Changing Efficiency Of African Stock Markets," South African Journal of Economics, Economic Society of South Africa, vol. 73(1), pages 54-67, March.
    22. Poterba, James M. & Summers, Lawrence H., 1988. "Mean reversion in stock prices : Evidence and Implications," Journal of Financial Economics, Elsevier, vol. 22(1), pages 27-59, October.
    23. Khalid Mustafa & Mohammed Nishat, 2007. "Testing for Market Efficiency in Emerging Markets: A Case Study of the Karachi Stock Market," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 12(1), pages 119-140, Jan-Jun.
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    More about this item

    Keywords

    Random walk; Weak-form efficiency; Karachi stock exchange; Pakistan stock exchange; Unit root test; Autocorrelation.;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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