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Weak Form Efficiency of Pakistan Stock Market using Non-Parametric Approaches

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  • Muhammad Irfan
  • Maria Irfan

Abstract

This paper studies the performance of Karachi Stock Exchange (KSE) of Pakistan via nonparametric approaches. The study includes the weekly open and closing prices of KSE- 100 indexes for the period of 1st January 1999 to 31st August 2009. Several non-parametric approaches including KolmogorovSmirnov test (Lilliefors test), Ryan-Joiner test (Shapiro-Wilk), Anderson-Darling test, Phillips Perron (PP) unit root test and Runs test are used to test the conviction of the KSE stock market. All non-parametric tests graphically and numerically inform us that both return series do not follow the assumption of normality and randomness, which means rejecting the hypothesis of weak form of efficiency. Generally, results from the observed analysis strongly recommend that the Karachi Stock Market of Pakistan is not efficient.

Suggested Citation

  • Muhammad Irfan & Maria Irfan, 2011. "Weak Form Efficiency of Pakistan Stock Market using Non-Parametric Approaches," Journal of Social and Development Sciences, AMH International, vol. 2(6), pages 249-257.
    • Handle: RePEc:rnd:arjsds:v:2:y:2011:i:6:p:249-257
    DOI: 10.22610/jsds.v2i6.675
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    Cited by:

    1. Awaz Mohamed Saleem & Hazheen Mardan Mustafa & Zeravan Abdulmuhsen Asaad & Amjad Saber Al-Delawi, 2023. "Regional Stock Market Efficiency at Weak Form after the Covid-19 Vaccination Approval," International Journal of Economics and Financial Issues, Econjournals, vol. 13(6), pages 63-70, November.
    2. Ushna Akber & Nabeel Muhammad, 2014. "Is Pakistan Stock Market Moving towards Weak-Form Efficiency? Evidence from The Karachi Stock Exchange and the Random Walk Nature of Free-Float of Shares of KSE 30 Index," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(6), pages 808-836, June.
    3. Akber, Ushna & Muhammad, Nabeel, 2013. "Is Pakistan Stock Market moving towards Weak-form efficiency? Evidence from the Karachi Stock Exchange and the Random Walk Nature of free-float of shares of KSE 30 Index," MPRA Paper 49128, University Library of Munich, Germany.

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