Mubarik, Fauzia and Javid, Attiya Yasmin (2009): Analysis of asymmetry in the price-volume relation: evidence from Pakistani stock market. Published in: Indian Journal of Finance (November 2009)
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Abstract
This study examines the causal relationship between stock returns and trading volume and the level of association of information asymmetry with stock return volatility and volume relationship of Pakistan at market level and firm level for the period of July 1998 to December 2008. The results show that in the overall market both market return and market volume influence each other. In case of firm level analysis the evidence indicates that for more stocks return casing volume than volume causing return. The relationship between trading volume and return volatility is analyzed by applying EGARCH model where volume is incorporated as information innovation in the conditional variance equation. The empirical results verify that that there is significant inaction between trading volume and return volatility contemporaneously when volume is integrated in to the conditional variance equation both for overall market and at firm level. The results indicate that the persistence of volatility does not diminish after introducing trading volume in conditional variance for overall market and for most of the stocks. This suggests that return volatility and trading volume are found to follow lead-lag pattern in overall market and in large number of stocks which supports the sequential information arrival hypothesis in case of Pakistani market.
Item Type: | MPRA Paper |
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Original Title: | Analysis of asymmetry in the price-volume relation: evidence from Pakistani stock market |
Language: | English |
Keywords: | Asymmetric information, Causality, EGARCH |
Subjects: | A - General Economics and Teaching > A1 - General Economics |
Item ID: | 37558 |
Depositing User: | Attiya Yasmin Javid |
Date Deposited: | 11 Apr 2012 13:33 |
Last Modified: | 28 Sep 2019 08:34 |
References: | Ahmad, E. and Qasim, M., A., 2004, “Stock Market Volatility in Pakistan: An Empirical Analysis”, The Middle East Business and Economic Review, Vol.16 (2). Baklaci, H. and Adnan Kasman, 2003, “The Empirical Analysis of Trading Volume and Return Volatility: Relationship in the Turkish Stock Market.” (unpublished) Bohl, M. T. and h. Henke (2003), “Trading Volume and Stock Market Activity: The Polish Case.” International Review of Financial Analysis, 12, 513-525. Campbell, J. Y, S. J. Grossman and J. Wang, 1993, “Trading Volume and Serial Correlation in Stock Returns.” Quarterly Journal of Economics, 108, 905-939. Chorida, T. and B. Swaminathan, 2000, “Trading Volume and Cross-Autocorrelation in Stock Returns.” Journal of Finance, 55, 913-935. Chen, J., Hong, H., and Stein, J., C., 2000, “Forecasting Crashes: Trading Volume, Past Returns and Conditional Skewness in Stock Prices”, Working Paper 7687, National Bureau of Economic Research. Clark, P., 1973, “A Subordinated Stochastic Process Model with Finite Variance for Speculative Prices.” Econometrica, 41, 135-155. Copeland, T., (1976)”A Model of Asset Trading under the Assumption of Sequential Information Arrival.” Journal of Finance, 31, 1149-1168. Deo, M., Srinivasan, K., & Devanadhen, K., 2008, „The Empirical Relationship Between stock returns, trading Volume and Volatility: Evidence from Select Asia-Pacific Stock Market‟, European Journal of Economics, Finance and Administrative Sciences, Issue: 12. Darrat, A.F., Rehman, S. & Zhong M., 2003, „Intraday Trading Volume and Return Volatility of the DJIA Stocks: A Note‟, Journal of Banking and Finance, Vol. 27 (10), 2035-2043. Epps, T. W. and M. L. Epps, 1976, “The Stochastic Dependence of Security Price Changes and Transaction Volume: Implication of the Mixture of Distribution Hypothesis.” Econometrica, 44, 305-321. Jenning, R, L. Starks and J. Fellingham, 1981, “An equilibrium Model of Asset Trading with Sequential Information Arrival, Journal of Finance, 36, 143-161. Lamoureux, C. G. and W. D. Lastrapes, 1990, Heteroskesdasticity in Stock Returns Data: Volume versus GARCH Effects.” Journal of Finance, 45, 221-230. Lucey, B. M. (2005), “Does Volume Provide Information? Evidence for the Irish Stock Market.” Applied Financial Economic Letters, 1, 105-169. Mustafa, K. & Nishat, M., 2008, „Trading Volume and Serial Correlation in Stock Returns in Pakistan‟, Philippine Review of Economics, Vol.45 (2). Mubarik, Fauzia and Attiya Y. Javid, 2009, “Relationship between Stock Return, Trading Volume and Vitality: Evidence from Pakistani Stock Market.” (unpublished) Moosa, I. A. and N. E. Al-Loughani, 1995, “Testing the Price-Volume Relation in Emerging Asian Markets.” Journal of Asian Economics, 6, 407-422. Nelson, D., 1991, “Conditional Heteroskedasticity in Asset Returns: A New Approach.” Econometrica, 59, 347-370. Pyun, C., S. Lee and K. Nam, 2000, Volatility and Information Flows in Emerging Equity Market: A Case of Korean Stock Market.” International Review of Financial Analysis, 9, 405-420. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/37558 |