Preview

The Weak-Form Efficiency of The GCC Markets

Good Essays
Open Document
Open Document
7334 Words
Grammar
Grammar
Plagiarism
Plagiarism
Writing
Writing
Score
Score
The Weak-Form Efficiency of The GCC Markets
An Empirical Analysis on The Weak-Form Efficiency of The GCC Markets Applying Selected Statistical Tests
Rengasamy Elango, Mohammed Ibrahim Hussein This paper tests for market efficiency across the seven stock markets in the GCC (Gulf Co-operation Council) countries. The GCC countries, of late, have been striving to strengthen their capital markets by introducing various innovative changes in relation to listing, regulatory, trading and settlement norms in order to improve transparency and informational efficiency. Using daily indices of the above markets between October 2001 and October 2006 and Kolmogorov –Smirnov test, we find that all the above seven markets reject the null hypothesis that the returns follow a normal distribution. Again, based on runs test for randomness, we find that the hypothesis pertaining to random walk and weak-form efficiency of the GCC markets is rejected for all the seven markets during the study period. This conclusion corroborates with the conclusions of the past studies carried out in GCC context and the developing and underdeveloped markets. The paper reiterates the need for an integrated GCC Stock market. The results and suggestions have wider implications for security analysts, investing community, stock exchanges, and other regulatory authorities in their policy decisions to improve their capital market functioning. Field of Research: Market efficiency, Random Walk, Kolmogorov – Smirnov test, Runs test for Randomness

1. Introduction
Stock markets play a crucial role in cementing the relationship between investors and the corporate sector. In this process, they help mobilizing the savings of people and direct them to the growth of trade, commerce and industrial sectors of an economy. In a nutshell, stock markets play an important role in capital formation and help fuel economic growth in the country. Looking at it from the investors’ point of view, stock market operations are often compared to operations in gambling dens,



References: Al-Kuqudah K.A 1997, “An empirical testing of the randomness hypothesis in Amman financial market”, Dirasat, Administrative Sciences, Vol;24. No.2 p.535-542 Ang, J and AR Pohlman, 1978, “A note on the price behaviors of Far Eastern Stocks”, Journal of International Business Studies, p.103-107 Blasco, Natividad, Cristina Del Rio and Rafael Santamar a. 1997. The Random walk hypothesis in the Spanish Stock Market: 1980-1992, Journal of Business Finance and Accounting 24;667. August 8, 2006. Butler, K.C and Malaikah, S.J, 1992, “Efficiency and inefficiency in thinly traded stock markets, Kuwait and Saudi Arabia,” Journal of Banking and Finance, Vol:16 pp 197-210 Claessens Stijin, Dasgupta Susmita, and Glen Jack, 1995, “Return behavior in emerging stock market”, The World Bank Economic Review, vol.9, no.1, p.131-151. Compbell, John Y., Andrew W.Lo, and A. Craig Mackinlay 1997. The Econometrics of Financial Markets. Princeton: Princeton University Press. Cootner, P 1962, Stock Prices: Random Vs Systematic Changes”, Industrial Management Review, Vol:3, Spring – pp 24-45. Copeland, T and JF Weston, 1988, Financial theory and corporate policy, 3rd Edition,, NY Addison Wesley Publishing Company Dahel R. and B. Laabas. 1999, “The behavior of stock prices in the GCC markets”,papers_9917:17.,August,13. . Fama E.F, 1991, “Efficiency capital Markets II, Journal of Finance, Vol: 46, 15751617. Fama, 1965, “The behavior of stock market prices”, Journal of Business, Vol:38, pp.34-105 Fama, E 1970, “Efficient capital markets,- A review of theory and empirical work”, Journal of Finance, Vol:25, No.2 (May 1970), pp 383-417. Fama, Eugune F., and Kenneth R.French, 1988, “Permanent and temporary components of stock market prices”, Journal of Political Economy, vol.96, p.246-273. 16 Granger, 1975, “A survey of empirical studies on capital markets”, in E.Elton and M.Gruber eds. International Capital Markets, (North Holland, Amsterdam) pp.3-36. Hair, Anderson, Tatham, Black, 2005, Multivariate Data Analysis, Pearson Education, Second Indian Reprint, Hawinini G, 1984, “European equity markets; price behavior and efficiency”, Monograph series in Finance and Economics, (Soloman Center, New York University) Jennergren, L. and P.Korsvold, 1975, “The non-random character of Norwegian and Swedish Stock market prices” in: E. Elton and M.Gruber. Eds. International Capital Markets (North-Holland, Amsterdam P. 37-54) Kendall, M.G., 1943, The advanced Theory of Statistics, vol.1, London: Griffin. Kendall, M.G., 1953, “The analysis of economic Time-Series”, part 1. Prices, The Journal of the Royal statistical Society, 116, p.11-25. Ko Kwang-Soo and Lee Sang-Bin, 1991, “A comparative analysis of the daily behavior of stock returns: Japan, The US and the Asian NICs”, Journal of Business Finance and Accounting, vol.18(2), p.219-234. Lawrence, Martin M., 1986, “Weak-form efficiency in the Kuala Lumpur and Singapore Stock Markets”, Journal of Banking and Finance, vol.10, p.431445. Lo, A. W., and A.C. Mackinlay, 1988, “Stock market prices do not follow random walks. Evidence from a simple specification test”, Review of Financial Studies, vol.1, p.41-66. Lo, A.W. 1997, “Market efficiency; stock market behavior in theory and practice”. Volume I and II, Chettenham, UK. An Elgar Reference Collection Mookerjee. R and Yu, Q., 1999, “ An empirical analysis of the equity markets in China”, Review of Financial Economics, 8, p 41-60 Nicolaas Groenewold, 1997, “Share market efficiency: Tests using daily data for Australia and New Zealand”, Applied Financial Economics, vol.7, p.645657. Nourredine Khababa, 1998, “Behavior of stock prices in the Saudi Arabian Financial Market: Empirical research findings”, Journal of Financial Management & Analysis, vol.11, Jan-June, p.48-55 17 Osborne, M.F.M., 1962, “Periodic structure In the Brownian motion in the stock prices,” Operation Research, (May/June), p.345-379. Poshakwale S. 1996, “Evidence on the Weak-form efficiency and the day of the week effect in the Indian stock market”, Finance India, vol.10(3), September, p.605-616. Poterba, James M and Lawerence H. Summers, 1988, “Mean-reversion of stock prices”, Journal of Financial Economics, vol.22 p.27-59. Railey, F. and K. Brown, 2003. Investment Analysis and Portfolio Management, 7th Editon, Mason, Ohio: South Weston Thomson. Ranganatham, M and Madhumathi, R, “ Investment Analysis and Portfolio Management”, Pearson Education, Preface, Pearson Education, (Singapore Private Limited, First Indian Print, 2005) Rao N.D., and Shankaraiah, K 2003, “Stock market efficiency and strategies for developing GCC financial Markets:” A case study of Bahrain stock Market”. http://papers.ssrn.com/so13/papers.cfm?abstract_id=410200 Ross-Westerfield-Jaffe: Corporate Finance, Sixth Edition. © The McGraw-Hill Companies, 2002, p.359. Samuelson P.A, 1965, “Proof that properly anticipated prices fluctuate randomly”, Industrial Management Review, Vol: 6, 41-49 Sharma, S.N 2005, “On the non-normality of GCC Stock Markets”. The ICFAI Journal of Applied Corporate Finance, July Issue, p.51-58 Siegel, Sidney, (1956), “Non-Parametric Statistics for Behavioral Sciences”, New York: McGraw-Hill Company Solink, B., 1973, “Note on the validity of the random walk for European stock prices”, Journal of Finance, 28, pp.1151-1159 Stone, BK and Barter, BJ 1979, “The effect of dividend yield on stock returns; Empirical evidence of dividends”, Working Paper, No. E 76-8, Georgia Institute of Technology Urrutia, JL, 1995, “Tests of random walk and market efficiency”, Journal of Financial Research, vol.18, p.299-309. Working H 1934, “A random difference series for the use in the analysis of time – series” Journal of American Statistical Association (March) pp. 11-22. 18 Working, 1960, “Note on the correlation of first differences of averages in a random chain, in Cootner P. ed 1962, The Random Character of Stock Market Prices, MIT Press 19

You May Also Find These Documents Helpful

  • Powerful Essays

    In this essay, firstly, the Efficient Market Hypothesis (EMH) is given an appraisal in relation to random walk, as well as its definition, revealing theories in context of empirical evidence. A brief explanation of the 3 forms of EMH is highlighted alongside a brief description of its tests for validity. The main focus of discussion is whether or not Technical & Fundamental Analysis can determine abnormal returns by investors strategically using a set of information to formulate buying and selling decisions to beat the efficient market. (Graphs and sets of equations may be applied). Following general empirical studies, the theory of Efficient Market typically asserts that, it would be impossible to consistently outperform the market by means of technical & fundamental analysis, consequently, in the light of this assertion, technical, fundamental and other anomalies are revealed that may suggest some levels of market inefficiencies. Finally, a conclusion, subjectively underlining the relevant points expressed above, putting to perspective facts conveyed through the…

    • 2604 Words
    • 11 Pages
    Powerful Essays
  • Satisfactory Essays

    The stock indices that were studied showed a Hurst exponent close to .5, this showing random behavior of market return. The R/S ratio in the 30 day- period window was to vary dynamically overtime. Whenever the R/S values were high, the average returns were also high.…

    • 337 Words
    • 2 Pages
    Satisfactory Essays
  • Satisfactory Essays

    dimensional fund

    • 386 Words
    • 2 Pages

    presents detailed information on recent research in capital markets (particularly the stock market), as well as…

    • 386 Words
    • 2 Pages
    Satisfactory Essays
  • Powerful Essays

    References: Beechey, M., Gruen, D., & Vickery, J. (2000, January). The Efficient Market Hypothesis: A Survey. Retrieved March 15, 2008, from RBA: http://www.rba.gov.au/rdp/RDP2000-01.pdf…

    • 1629 Words
    • 7 Pages
    Powerful Essays
  • Good Essays

    Accounting Theory

    • 1237 Words
    • 5 Pages

    At the present time there is a great deal of research into capital markets that does not rely upon market efficiencies. The consideration of ‘other forces’ that shape share prices and returns might eventually lead to a revolution in thought (Kuhn, 1962)—but it will arguably take a long time.…

    • 1237 Words
    • 5 Pages
    Good Essays
  • Better Essays

    References: 1. Malkiel, B., “The Efficient Market Hypothesis and Its Critics”, Journal of Economic Perpectives (2003).…

    • 1303 Words
    • 6 Pages
    Better Essays
  • Powerful Essays

    Test of Market Efficiency

    • 2726 Words
    • 11 Pages

    This report is testing the efficiency of London Stock market through a series of calculation of three companies’ share price. And these three companies are Domino’s pizza, Carnival Corporation and Intercontinental Hotels Group which are selected from London stock exchange. In this report, I will state my analysis methodology. In the second part, I will analysis the results that I calculated before to test the London Stock Exchange efficiency. In the conclusion part, the comparison…

    • 2726 Words
    • 11 Pages
    Powerful Essays
  • Good Essays

    Fama, Eugene F., 1970. “Efficient Capital Markets: A Review and Theory of Empirical Work”, The Journal of Finance, 25(2), 383-417…

    • 1759 Words
    • 8 Pages
    Good Essays
  • Powerful Essays

    Al-Jarrah, M.I., Khamees, B.A. and Qteishat, I.H. (2011). The "Turn of the Month Anomaly" in Amman Stock Exchange: Evidence and Implications. Journal of Money, Investment and Banking, Issue 21, 5-11. Ansari, (2011). Testing Weak Form Stock Market Efficiency on Bombay Stock Exchange of India Tenth International Conference on Operations and Quantitative Management. Awad, I. and Daraghma, Z. (2009). Testing the Weak-Form Efficiency of the Palestinian Securities Market. International Research Journal of Finance and Economics, Issue 32, 7-17. Bashir, T., Ilyas, M. and Furrukh, A. (2011). Testing the Weak-Form Efficiency of Pakistani Stock Markets-An Empirical Study in Banking Sector. European Journal of Economics, Finance and Administrative Sciences, Issue 31, 160-175. Davis, Mark and Etheridge, Alison, (2006). Louis Bachelier 's Theory of Speculation: The Origins of Modern Finance, New Jersey: Princeton University Press, Dholakia. (2009). Stock Market: The Barometer of Economy 's Health. Stock markets, BlogSpot Fama E. (1965). The Behavior of Stock-Market Prices. The Journal of Business, 38(1), 34-105. Gersdorff, N. von, and Bacon, F. (2009). U.S. Mergers and acquisitions: a test of market efficiency. Journal of Finance and Accountancy, 1(8), 1-8. Hamid, K., Suleman, M.T., Shah, S.Z.A. and Akash, R.S.I. (2010). Testing the Weak Form of Efficient Market Hypothesis: Empirical Evidence from Asia-Pacific Markets. International Research Journal of Finance and Economics, Issue 58, 121-133. Haque, A. Liu, H-C and Fakhar-Un-Nisaet. (2011). Testing the Weak Form Efficiency of Pakistani Stock Market-2000 to 2010. International Journal of Economics and Finance, 1(4), 153-162. Hassan, K.M. Al-Sultan, W.S. and Al-Saleem, J.A. (2003). Stock Market Efficiency in the Gulf Cooperation Council Countries (GCC): The Case of Kuwait Stock Exchange. Scientific Journal of Administrative Development, 1(1). 1-21. Worthington, A.C. and Higgs, H. (2003). Weak-form Market Efficiency in European Emerging and Developed Stock Markets. School of Economics and Finance Discussion Papers and Working Papers Series 159, School of Economics and Finance, Queensland University of Technology, Brisbane, Australia. Hudson, R., Dempsey, M. and Keasey, K. (1996). A Note on the Weak Form Efficiency of Capital Markets: An Application of Simple Technical Trading Rules to UK Stock Prices– 1935 to 1994. Journal of banking and finance, 20(6), 1121-1132. Khan, A.Q., Sana, I. and Mehtab, M. (2011). Testing Weak Form Market Efficiency of Indian Capital Market : A case of National Stock Exchange (NSE) and Bombay Stock Exchange (BSE). African Journal of Marketing Management, 3(6), 115-127. Levin J, and Fox A.J. (1994), “Elementary Statistics in Social Research (6th edition). New York: Harper Collins College Publishers.…

    • 4702 Words
    • 19 Pages
    Powerful Essays
  • Satisfactory Essays

    The Efficient Market Hypothesis(EMH) was first given by Samuelson(1965),Fama(1965) and Mandelbrot(1966).It was based on “Random walk Theory”, and stated that since the market price will be affected by new information in the market, all available information have been fully reflected on the security price.…

    • 419 Words
    • 2 Pages
    Satisfactory Essays
  • Powerful Essays

    Random Walk Hypothesis

    • 9644 Words
    • 39 Pages

    Andrew W. Lo A. Craig MacKinlay University of Pennsylvania In this article we test the random walk hypothesis for weekly stock market returns by comparing variance estimators derived from data sampled at different frequencies. The random walk model is strongly rejected for the entire sample period (19621985) and for all subperiod for a variety of aggregate returns indexes and size-sorted portofolios. Although the rejections are due largely to the behavior of small stocks, they cannot be attributed completely to the effects of infrequent trading or timevarying volatilities. Moreover, the rejection of the random walk for weekly returns does not support a mean-reverting model of asset prices. Since Keynes’s (1936) now famous pronouncement that most investors’ decisions “can only be taken as a result of animal spirits-of a spontaneous urge to action rather than inaction, and not as the outcome of a weighted average of benefits multiplied by quantitative probabilities,” a great deal of research has been devoted to examining the efficiency of stock market price formation. In Fama’s (1970) survey, the vast majority of those studies were unable to reject the ‘“efficient markets”…

    • 9644 Words
    • 39 Pages
    Powerful Essays
  • Powerful Essays

    The efficient market hypothesis (EMH) has been the central proposition of finance since the early 1970s and is one of the most well-studied hypotheses in all the social sciences, yet, surprisingly, there is still no consensus, even among financial economists, as to whether the EMH holds. Five statistical analyses are conducted in an attempt to explicate such apparently contrary convictions. An analysis of daily, weekly, monthly and annual Dow Jones Industrial Average log returns found that first-order autocorrelation is small but positive for all time periods, with the autocorrelations for daily and weekly returns closest to zero, and thus an efficient market. A standard runs test showed that the hypothesis of independence is strongly rejected for daily returns, but accepted for weekly, monthly and annual returns, whilst the results of a more sophisticated runs test showed that daily, weekly and decreasing returns are the least consistent with an efficient market. Rescaled range analysis was conducted on the same data sets, and there was no significant evidence for the existence of long memory in the returns, a result consistent with market efficiency. Finally, from an analysis of investment newsletters it may be concluded that technical analysis— as applied by practitioners—fails to outperform the market. I reconcile the fact that…

    • 10517 Words
    • 43 Pages
    Powerful Essays
  • Powerful Essays

    According to the EMH, there are three types of efficiency: weak form, semi-strong and strong form. The debate over China's financial market efficiency is mainly focus on the first type-the weak form efficiency. A capital market is said to be weakly efficient if its current share price fully reflects the historical information. Thus the preceding strategy would not be able to generate profits if weak form efficiency holds (Hillier, Ross, Westerfield, Jaffe and Jordan,2010). According to weak form's definition, it can be tested by performing a serial correlation test and runs test: if the stock prices at time t are not correlated with its previous…

    • 1429 Words
    • 6 Pages
    Powerful Essays
  • Satisfactory Essays

    used the behavior of past prices to predict about future prices (Fama, 1965). In the paper Random walks in stock market prices that were published in 1965, Eugene...…

    • 460 Words
    • 2 Pages
    Satisfactory Essays
  • Powerful Essays

    [French 1987] French, K., G.W. Schwert, and R. Stambaugh, (1987). Expected stock returns and volatility, Journal of Financial Economics 19, 3-29.…

    • 2552 Words
    • 11 Pages
    Powerful Essays