P., Srinivasan and M., Kalaivani (2013): Day-of-the-Week Effects in the Indian stock market.
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Abstract
This paper investigates empirically the day-of-the-week effect on stock returns and volatility of the Indian stock markets. The GARCH (1,1), EGARCH (1,1) and TGARCH (1,1) models were employed to examine the existence of daily anomalies over the period of 1st July, 1997 to 29th June, 2012. The empirical results derived from the GARCH models indicate the existence of day-of-the-week effects on stock returns and volatility of the Indian stock markets. The study reveals positive Monday and Wednesday effects in the NSE-Nifty and BSE-SENSEX market returns. The average return on Monday is significantly higher than the average return of Wednesday in the NSE-Nifty and BSE-SENSEX markets. Besides, the findings confirm the strong support of ARCH and GARCH effects persist in the returns series. Moreover, the asymmetric GARCH models show that the Indian stock market returns exhibit asymmetric (leverage) effect. Most importantly, the empirical results indicate that Tuesday effects have negative impact on volatility after controlling the persistence and asymmetric effects.
Item Type: | MPRA Paper |
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Original Title: | Day-of-the-Week Effects in the Indian stock market |
English Title: | Day-of-the-Week Effects in the Indian stock market |
Language: | English |
Keywords: | Day-of-the-week Effect, Weak-form Efficiency, GARCH Models, Asymmetric Effect |
Subjects: | C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C22 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes G - Financial Economics > G1 - General Financial Markets > G14 - Information and Market Efficiency ; Event Studies ; Insider Trading O - Economic Development, Innovation, Technological Change, and Growth > O5 - Economywide Country Studies > O53 - Asia including Middle East |
Item ID: | 46805 |
Depositing User: | Dr. Srinivasan P. |
Date Deposited: | 07 May 2013 17:47 |
Last Modified: | 26 Sep 2019 10:19 |
References: | Abdalla, S. (2012), “Day-of-the-week effect on returns and conditional volatility: Empirical evidence from Sudanese stock market”, Middle Eastern Finance and Economics, 16: 167-180. Agrawal, A. and Tandon, K. (1994), “Anomalies or Illusion? Evidence from Stock Markets in Eighteen Countries”, Journal of International Money and Finance, 13: 83-106. Ajayi, R., Mehdian, S. and Perry, M. (2004), “The Day-of-the-Week Effect in Stock Returns: Further Evidence from Eastern European Emerging Markets”, Emerging Markets Finance and Trade, 40(4), pp 53-62. Al-Loughani, N. and Chappell, D. (2001), “Modeling the Day-of-the-Week Effect in the Kuwait Stock Exchange: a nonlinear GARCH representation”, Applied Financial Economics, 11(4): 353-359. Al-Mutairi, A. (2010), “An investigation of the day of the week effect in the Kuwait stock exchange”, Research Journal of International Studies, 16: 191-197. Aly, H., Mehdian, S. and Perry, M. (2004), “An Analysis of the Day-of-the-Week Effects in the Egyptian Stock Market”, International Journal of Business, 9(3): 301-308. Baker, H. K., Rahman, A. and Saadi, S. (2008), “The day-of-the-week effect and conditional volatility: Sensitivity of error distributional assumptions”, Review of Financial Economics, 17: 280-295. Balaban, E. (1995), “Day of the Week Effects: New Evidence from an Emerging Stock Market”, Applied Economics Letters, 2: 139-143. Bhattacharya, K., Sarkar, N. and Mukhopadhyay (2003), “Stability of the day of the week effect in return and in volatility at the Indian capital market: a GARCH approach with proper mean specification”, Applied Financial Economics, 13: 553-563. Black, F. (1976), “Studies of Stock Price Volatility Changes,” Proceedings of the 1976 Meeting of Business and Economic Statistics Section, American Statistical Association, August, pp. 177-181. Bollerslev, T. (1986), “Generalized Autoregressive Conditional Heteroscedasticity”, Journal of Econometrics, 31: 307-327. Chander, R., Mehta, K. and Sharma, R. (2008), “A Reexamination of the Day-of-the- Week Effect on the Indian Stock Markets”, The Icfai Journal of Applied Finance, 14(4): 5-20. Chia, R. C. J. and Liew, V. K. S. (2010) “Evidence on the Day-of-the-week Effect and Asymmetric Behavior in the Bombay Stock Exchange”, The IUP Journal of Applied Finance, 16: 17-29. Choudhry, T. (2000), “Day of the Week Effect in Emerging Asian Stock Markets: Evidence from the GARCH Model”, Applied Financial Economics, 10: 235-242. Chukwuogor-Ndu, C. (2007), “Day-of-the-week effect and volatility in stock returns: Evidence from East Asian financial markets”, The International Journal of Banking and Finance, 5(1): 153-164. Chusanachoti, J. and Kamath, R. (2002), “Market conditions, return distributions and the day-of-the-week effects in Thailand: The experience of the 1990s”, American Business Review, 20(1): 6-14. Dicle, M., and Hassan, M. K. (2007), “Day of the week effect in Istanbul stock exchange”, Scientific Journal of Administrative Development, 5: 53-83. Drimbetas, E., Sariannidis, N. and Porfiris, N. (2007), “The effect of derivatives trading on volatility of the underlying asset: evidence from the Greek stock market”, Applied Financial Economics, 17(2): 139-148. Elango, R. and Al Macki, N. M. (2008), “Monday Effect and Stock Return Seasonality: Further Empirical Evidence”, The Business Review, 10(2): 282-288. Engle, R. F. and Ng, V. K. (1993), “Measuring and Testing the impact of news on volatility”, Journal of Finance, 48: 1749-1748. Engle, R. F., (1982), “Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation”, Econometrica, 50: 987–1008. French, K. R. (1980), “Stock Returns and the Weekend Effect”, Journal of Financial Economics, 8: 55-69. Gibbons, M. and Hess, P. (1981), “Day of the week effects and asset returns”, Journal of Business, 54: 579–596. Glosten, L. R., Jaganathan, R. and Runkle, D. E. (1993), “On the relation between the expected value and the volatility of the nominal excess returns on stocks”, Journal of Finance, 48: 1779-1801. Goswami, R. and Anshuman, R. (2000), “Day of the week effect on Bombay Stock Exchange”, ICFAI Journal of Applied Finance, 6: 31-46. Gregoriou, A., Kontonikas, A., Tsitsianis, N. (2004), “Does the Day of the Week Effect Exit Once Transaction Costs have been Accounted for? Evidence from the UK”, Applied Financial Economics, 14: 215-220. Ignatius, R. (1992), “The Bombay stock exchange: seasonality's and investment opportunities”, School of Business, Discussion Papers, Bond University. Jaffe, J. and Westerfield, R. (1985), “The week-end effect in common stock returns: The international evidence”, Journal of Finance, 40: 433–454. Kiymaz, H. and Berument, H. (2003), “The Day of the Week Effect on Stock Market Volatility and Volume: International Evidence”, Review of Financial Economics, 12: 363-380. Kumari, D. and Mahendra, R. (2006) “Day-of-the-week and other market anomalies in the Indian stock market”, International Journal of Emerging Markets, 1(3): 235-246. Lian, K. K. and Chen, W. K. (2004), “Seasonal Anomalies of Stocks in ASEAN Equity Markets”, Sunway College Journal, 1: 1-11. Loc, T. D. (2006), “Equitisation and stock-market development: The case of Vietnam”, Ph.D thesis, University of Groningen. McGowan, Jr. C. B. and Ibrihim, I. (2009), “An analysis of the day-of-the-week effect in the Russian stock market”, International Business & Economics Research Journal, 8(9): 25-30. Mookerjee, R. and Yu, Q. (1999), “An Empirical Analysis of the Equity Markets in China”, Review of Financial Economics, 8: 41-60. Nath, G. C. and Dalvi, M. (2004), “Day-of-the-week effect and market efficiency-Evidence from Indian equity market using high frequency data of National Stock Exchange”, NSE Working Paper, National Stock Exchange, Mumbai. Nelson, D. (1991), “Conditional Heteroskedasticity in Asset Returns: A New Approach”, Econometrica, 59: 347-370. Patel, R. and Patel, M. (2011), “An Econometric Analysis of Bombay Stock Exchange: Annual Returns Analysis, Day-of-the-Week Effect and Volatility of Returns”, Research Journal of Finance and Accounting, 2(11): 1-10. Poshakwale, S. (1996), “Evidence on Weak Form Efficiency and Day of the Week Effect in the Indian Stock Market”, Finance India, 10(3): 605-616. Ulussever, T., Yumusak, I. G. and Kar, M. (2011), “The day-of-the-week effect in the Saudi stock exchange: A non-linear GARCH Analysis”, Journal of Economics and Social Studies, 1(1): 9-23. Wong, K. A. and Yuanto, K. (1999), “Short-Term Seasonalities on the Jakarta Stock Exchange”, Review of Pacific Basin Financial Markets and Policies, 2 (3): 375-398. Wong, K. A., Hui, T. K. and Chan, C. Y. (1992), “Day-of the week effects: evidence from developing stock markets”, Applied Financial Economics, 2: 49-56. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/46805 |