1Dr. Zabiulla is an Associate Professor at the Department of Management Studies, Sambhram Academy of Management Studies, Bangalore. He can be reached at wasimzabi@yahoo.co.in
Understanding the relationship between portfolio returns on the basis of their capitalisation is an important area of research in the finance literature. It is important not only for the investors, but also for the academicians and practitioners. Investors can translate this information in stock selection and portfolio formation. On the other hand, academicians and practitioners are interested in knowing the information spillover effect and the efficiency of the market in assimilating the information into the stock prices. This study examines the cross-autocorrelation structure on the basis of market capitalisation of stocks in the Indian stock markets. Six indices, namely, Standard & Poor’s Bombay Stock Exchange (S&P BSE)100, S&P BSE Midcap, S&P BSE Smallcap, CRISIL NSE Index (CNX) 100, CNX Midcap and CNX Smallcap, are used as proxies for different market capitalisation portfolios. The study period spans from January 2006 to October 2013. Unit root test, cointegration test, Granger causality test, variance decomposition measure and impulse response function are used for analysis.
Cross-autocorrelation, Indian stock markets, Portfolios, Spillover effect
JEL Classification: G10, G11, G14
Choai, D.F. and Zhao, X. (2007). ‘Cross-autocorrelation in the New Zealand Stock Market’, Applied Financial Economics, Vol. 17, No. 3, pp. 215-219.
Chordia, T. and Swaminathan, B. (2000). ‘Trading volume and cross autocorrelations in stock returns’, The Journal of Finance, Vol. 54, No. 2, pp. 913-935.
Chordia, T., Sarkar, A. and Subrahmanyam, A. (2011). ‘Liquidity dynamics and cross-autocorrelations’, Journal of Financial and Quantitative Analysis, Vol. 46, No. 3, pp. 709-736.
Conrad, J., Gultekin, M. and Kaul, G. (1991). ‘Asymmetric predictability of conditional variances’, Review of Financial Studies, Vol. 4, No. 4, pp. 597-622.
Griffin, J., Kelly, P.J. and Nardari, F. (2010). ‘Do market efficiency measures yield correct inferences? A comparison of developed and emerging markets’, Review of Financial Studies, Vol. 23, No. 8, pp. 3225-3277.
Kadapakkam, P.-R., Krause, T. and Tse, Y. (2013). Exchange Traded Funds, Size-Based Portfolios and Market Efficiency. http://business.utsa.edu/wps/fin/0037FIN-088-2013.pdf. Accessed 12 December 2013.
Kanas, A. and Kouretas, P. (2001). A Cointegration Approach to the Lead-lag Effect Among Size-Sorted Equity Portfolios. Working Papers 0101, University of Crete, Department of Economics.
Kayali, M.M. and Akarim, Y.D. (2011). ‘Cross-autocorreation between small and large cap portfolios: Evidence from exchange traded funds in Turkey’, Journal of Money, Investment and Banking, 19, pp. 35-41.
Kuo, W.-H., Hsu, H. and Chiang, C.-Y. (2004). ‘Trading volume and cross-autocorrelations of stock returns in emerging markets: Evidence from the Taiwan stock market’, Review of Pacific Basin Financial Markets and Policies, Vol. 7, No. 4, pp. 509-524.
Lo, A. and MacKinlay, A. (1990). ‘When are contrarian profits due to stock market overreaction’, Review of Financial Studies, Vol. 3, No. pp. 175-205.
Lo, A. and Mackinlay, C. (1988). ‘Stock market prices do not follow random walks: Evidence from a simple specification test’, Review of Financial Studies, Vol. 1, No. 1, pp. 175-205.
Marshall, P. and Walker, E. (2002). ‘Asymmetric reaction to information and serial dependence of short-run returns’, Journal of Applied Economics, Vol. 5, No. 2, pp. 273-292.
McQueen, G., Pinegar, M. and Thorley, S. (1996). ‘Delayed reaction to good news and cross-autocorrelation of portfolio returns’, Journal of Finance, Vol. 51, No. 3, pp. 889-920.
Milunovich, G. (2009). ‘Size-sorted portfolios and information spillovers: structural evidence from Australia’, Investment Management and Financial Innovations, Vol. 6, No. 4, pp. 200-208.
Poshakwale, S.S. and Michael, T.F. (2002). Market Capitalisation, Cross Correlations, The Lead; Lag Structures and Microstructure Effects in the Indian Stock Markets. EFMA, University of Birmingham, Birmingham.
Ratner, M., Meric, G. and Meric, I. (2004). ‘The cross autocorrelation of size-based portfolio returns in Europe’, Studies in Economics and Finance, Vol. 22, No. 1, pp. 42-60.
Rehman, I.U. and Rehman, K.U. (2010). ‘Testing lead-lag relationship between small and large capitalisation portfolio - Evidence from Karachi stock exchange (KSE)’, World Applied Science Journal, Vol. 10, No. 5, pp. 590-596.