Testing the weak form of efficient market hypothesis in carbon efficient stock indices along with their benchmark indices in select countries

This paper presents the results of tests on the weak form of Efficient Market Hypothesis applied to carbon efficient stock market indices of India, the United States of America (USA), Japan, and Brazil and their corresponding market indices which are used as their benchmark indices. In this study, Kolmogrov-Smirnov and Shapiro-Wilk tests are used to test the normality of data. Run test and auto-correlation test are used to check the randomness of the data. The tests are performed using daily closing prices for the whole sample period. It is found from the statistical tests that the daily closing prices do not follow random walks in all the four countries. However, monthly returns are following random walk in case of India, USA, and Brazil, but not in case of Japan.

[1]  Vanita Tripathi,et al.  Green is Good in Indian Stock Market , 2012 .

[2]  Jan Muntermann,et al.  The Role of Misbehavior in Efficient Financial Markets: Implications for Financial Decision Support , 2012, FinanceCom.

[3]  Ioannis Ioannou,et al.  The Impact of Corporate Sustainability on Organizational Processes and Performance , 2012, Manag. Sci..

[4]  Ranjit Singh,et al.  Development of marketing‐driven measure of risk perception , 2011 .

[5]  Rakesh Gupta,et al.  Weak Form Efficiency In Indian Stock Markets , 2011 .

[6]  Kashif Hamid,et al.  Testing the Weak Form of Efficient Market Hypothesis: Empirical Evidence from Asia-Pacific Markets , 2010 .

[7]  Aman Srivastava Are Asian Stock Markets Weak-Form Efficient: An Evidence from India , 2010 .

[8]  R. Ball The Global Financial Crisis and the Efficient Market Hypothesis: What Have We Learned? , 2009 .

[9]  L. Goldberg,et al.  Is There a Green Factor? , 2009, The Journal of Portfolio Management.

[10]  Raphael N. Markellos,et al.  Are the European Carbon Markets Efficient? , 2008 .

[11]  Cheng-Few Lee,et al.  Efficient Market Hypothesis (EMH): Past, Present and Future , 2008 .

[12]  Maria Rosa Borges Efficient market hypothesis in European stock markets , 2008 .

[13]  Roselyne Joyeux,et al.  Testing Market Efficiency and Price Discovery in European Carbon Markets , 2007 .

[14]  Aristeidis Samitas,et al.  Long run and short run test for market efficiency: Evidence for the British Pound, the German Mark and the Japanese Yen , 2006, Oper. Res..

[15]  Ann C. Logue The Efficient Market Hypothesis and Its Critics , 2003 .

[16]  Armin Shmilovici,et al.  Using a Stochastic Complexity Measure to Check the Efficient Market Hypothesis , 2003 .

[17]  Manolis G. Kavussanos,et al.  Testing the efficient market hypothesis using panel data, with application to the Athens stock market , 1996 .

[18]  J. Urrutia,et al.  TESTS OF RANDOM WALK AND MARKET EFFICIENCY FOR LATIN AMERICAN EMERGING EQUITY MARKETS , 1995 .

[19]  Susmita Dasgupta,et al.  Return Behavior in Emerging Stock Markets , 1995 .

[20]  N. Strong,et al.  MODELLING ABNORMAL RETURNS: A REVIEW ARTICLE , 1992 .

[21]  Eric Maskin,et al.  The Efficient Market Hypothesis and Insider Trading on the Stock Market , 1990, Journal of Political Economy.

[22]  A. Lo,et al.  Stock Market Prices Do Not Follow Random Walks: Evidence from a Simple Specification Test , 1987 .

[23]  J. Jordan On the Efficient Markets Hypothesis , 1983 .

[24]  B. Gilbertson,et al.  THE BEHAVIOUR OF SHARE PRICES ON THE JOHANNESBURG STOCK EXCHANGE , 1978 .

[25]  E. Fama EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* , 1970 .

[26]  H. Lilliefors On the Kolmogorov-Smirnov Test for Normality with Mean and Variance Unknown , 1967 .

[27]  S. Shapiro,et al.  An Analysis of Variance Test for Normality (Complete Samples) , 1965 .

[28]  Alec Ellinger,et al.  The art of investment , 1956 .

[29]  J. Quiggin THE EFFICIENT MARKETS HYPOTHESIS , 2010 .

[30]  S. Islam,et al.  Market Efficiency Models and Tests , 2005 .

[31]  J. Gupta,et al.  Is the Taiwan Stock Market Efficient , 2000 .

[32]  Shu-Heng Chen,et al.  Are Efficient Markets Really Efficient?: Can Financial Econometric Tests Convince Maching Learning People? , 1999, IC-AI.

[33]  F. Eugene FAMA, . Market efficiency, long-term returns, and behavioral finance, Journal of Financial Economics . , 1998 .

[34]  Sunil S. Poshakwale,et al.  Evidence on Weak Form Efficiency and Day of the Week Effect in the Indian Stock Market , 1996 .

[35]  I. Tonks,et al.  Is the UK Equity Market Consistent with the “Efficient Markets” Model? , 1989 .

[36]  E. Levy,et al.  The Speculative Efficiency Hypothesis: A Bivariate Analysis , 1986 .