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Causal and Dynamic Relationships among Stock Returns, Return Volatility and Trading Volume: Evidence from Emerging markets in South-East Asia

  • Anirut Pisedtasalasai
  • Abeyratna Gunasekarage
Article

Abstract

This paper examines the causal and dynamic relationships among stock returns, return volatility and trading volume for five emerging markets in South-East Asia—Indonesia, Malaysia, Philippines, Singapore and Thailand. We find strong evidence of asymmetry in the relationship between the stock returns and trading volume; returns are important in predicting their future dynamics as well as those of the trading volume, but trading volume has a very limited impact on the future dynamics of stock returns. However, the trading volume of some markets seems to contain information that is useful in predicting future dynamics of return volatility.

Keywords

Stock returns Trading volume Return volatility VAR EGARCH 

References

  1. Arshanapalli B., Doukas J. (1993) International stock market linkages: Evidence from the pre- and post-october 1987 period. Journal of Banking and Finance 17: 193–208CrossRefGoogle Scholar
  2. Bae K.H., Karolyi G.A. (1994) Good news, bad news and international spillovers of stock returns volatility between Japan and the US. Pacific Basin Finance Journal 2: 405–438CrossRefGoogle Scholar
  3. Basci E., Özyildirim S., Aydoğan K. (1996) A note on price-volume dynamics in an emerging stock market. Journal of Banking and Finance 20: 389–400CrossRefGoogle Scholar
  4. Blume L., Easley D., O’Hara M. (1994) Market statistics and technical analysis: The role of volume. Journal of Finance 49: 153–182CrossRefGoogle Scholar
  5. Campbell J., Grossman S., Wang J. (1993) Trading volume and serial correlation in stock returns. Quarterly Journal of Economics 108: 905–939CrossRefGoogle Scholar
  6. Chen G., Firth M., Rui O.M. (2001) The dynamic relation between stock returns, trading volume and volatility. Financial Review 36: 153–173CrossRefGoogle Scholar
  7. Chordia T., Swaminathan B. (2000) Trading volume and cross-autocorrelations in stock returns. Journal of Finance 55: 913–935CrossRefGoogle Scholar
  8. Clark P.K. (1973) A subordinated stochastic process model with finite variance for speculative prices. Econometrica 41: 135–155CrossRefGoogle Scholar
  9. Copeland T.E. (1976) A model of asset trading under the assumption of sequential information arrival. Journal of Finance 31: 1149–1168CrossRefGoogle Scholar
  10. Crouch R.L. (1970) A nonlinear test of the random walk hypothesis. American Economic Review 60: 199–202Google Scholar
  11. Darrat A.F., Rahman S., Zhong M. (2003) Intraday trading volume and return volatility of the DJIA stocks: A note. Journal of Banking and Finance 27: 2035–2043CrossRefGoogle Scholar
  12. Epps T.W. (1975) Security price changes and transaction volumes: Theory and evidence. American Economic Review 65: 586–597Google Scholar
  13. Epps T.W. (1977) Security price changes and transaction volumes: Some additional evidence. Journal of Financial and Quantitative Analysis 12: 141–146CrossRefGoogle Scholar
  14. Epps T.W., Epps M.L. (1976) The stochastic dependence of security price changes and transaction volumes: implications for the Mixture-of-distributions hypothesis. Econometrica 44: 305–321CrossRefGoogle Scholar
  15. French K.R. (1980) Stock returns and the weekend effect. Journal of Financial Economics 8: 55–69CrossRefGoogle Scholar
  16. Gallant R., Rossi P., Tauchen G. (1992) Stock prices and volume. Review of Financial Studies 5: 199–242CrossRefGoogle Scholar
  17. Godfrey M.D., Granger C.W.J., Morgenstern O. (1964) The random walk hypothesis of stock market behaviour. Kyklos 17: 1–30CrossRefGoogle Scholar
  18. Grammatikos T., Saunders A. (1986) Futures price variability: A test of maturity and volume effects. Journal of Business 59: 319–330CrossRefGoogle Scholar
  19. Granger C.W.J., Morgenstern O. (1963) Spectral analysis of New York stock market prices. Kyklos 16: 1–27CrossRefGoogle Scholar
  20. Gündüz L., Hatemi J.A. (2005) Stock price and volume relation in emerging markets. Emerging Markets Finance and Trade 41: 29–44Google Scholar
  21. Hanna M. (1978) Security price changes and transaction volumes: Additional evidence. American Economic Review 68: 692–695Google Scholar
  22. Harris R.D.F., Pisedtasalasai A. (2006) Return and volatility spillovers between large and small stocks in the UK. Journal of Business Finance and Accounting 33: 1556–1571CrossRefGoogle Scholar
  23. He H., Wang J. (1995) Differential information and dynamic behavior of stock trading volume. Review of Financial Studies 8: 919–972CrossRefGoogle Scholar
  24. Hiemstra C., Jones J. (1994) Testing for linear and nonlinear Granger causality in the stock price-volume relation. Journal of Finance 49: 1639–1664CrossRefGoogle Scholar
  25. Hui T.-K. (2005) Day-of-the-week effects in US and Asia-Pacific stock markets during the Asian financial crisis: A non-parametric approach. Omega – The International Journal of Management Science 33: 277–282CrossRefGoogle Scholar
  26. Jain P.C., Joh G.H. (1988) The dependence between hourly prices and trading volume. Journal of Financial and Quantitative Analysis 23: 269–283CrossRefGoogle Scholar
  27. Jennings R.H., Barry C. (1983) Information dissemination and portfolio choices. Journal of Financial and Quantitative Analysis 18: 1–19CrossRefGoogle Scholar
  28. Jennings R.H., Starks L., Fellingham J. (1981) An equilibrium model of asset trading with sequential information arrival. Journal of Finance 36: 143–161CrossRefGoogle Scholar
  29. Karpoff J.M. (1987) The relations between price changes and trading volume: A survey. Journal of Financial and Quantitative Analysis 22: 109–126CrossRefGoogle Scholar
  30. Keim D.B., Stambaugh R.F. (1984) A further investigation of the weekend effect in stock returns. Journal of Finance 39: 819–840CrossRefGoogle Scholar
  31. Kim S.-K. (2005) Information leadership in the advanced Asia-Pacific stock markets: Return, volatility and volume information spillovers from the US and Japan. Journal of Japanese International Economics 19: 338–365CrossRefGoogle Scholar
  32. Koutmos G., Booth G.G. (1995) Asymmetric volatility transmission in international stock markets. Journal of International Money and Finance 14: 747–762CrossRefGoogle Scholar
  33. Lakonishok J., Maberly E. (1990) The weekend effect: Trading patterns of individual and institutional investors. Journal of Finance 40: 231–243CrossRefGoogle Scholar
  34. Lee C.L., Rui O.M. (2000) Does trading volume contain information to predict stock returns? Evidence from China’s stock markets. Review of Quantitative Finance and Accounting 14: 341–360CrossRefGoogle Scholar
  35. Lee B.-S., Rui O.M. (2002) The dynamic relationship between stock returns and trading volume: Domestic and cross-country evidence. Journal of Banking and Finance 26: 51–78CrossRefGoogle Scholar
  36. Lee B.-S., Rui O.M., Wang S.S. (2004) Information transmission between the NASDAQ and Asian second board markets. Journal of Banking and Finance 28: 1637–1670CrossRefGoogle Scholar
  37. Maroney N., Naka A., Wansi T. (2004) Changing risk, return, and leverage: The 1997 Asian financial crisis. Journal of Financial and Quantitative Analysis 39: 143–166CrossRefGoogle Scholar
  38. Masih A.M.M., Masih R. (1997) Dynamic linkages and the propagation mechanism driving major international stock markets: An analysis of the pre- and post-crash eras. Quarterly Review of Economics and Finance 37: 859–885CrossRefGoogle Scholar
  39. Moosa I.A., Al-Loughani N.E. (1995) Testing the price-volume relation in emerging Asian stock markets. Journal of Asian Economics 6: 407–422CrossRefGoogle Scholar
  40. Morse D. (1980). Asymmetrical information in securities markets and trading volume. Journal of Financial and Quantitative Analysis 15: 1129–1148.CrossRefGoogle Scholar
  41. Rogalski R.J. (1978). The dependence of prices and volume. Review of Economics and Statistics 36, 268–274.CrossRefGoogle Scholar
  42. Saacioglu K., Starks L.T. (1998). The stock price-volume relationship in emerging stock markets: The case of Latin America. International Journal of Forecasting 14:215–225.CrossRefGoogle Scholar
  43. Silvapulle P., Choi J.-S. (1999). Testing for linear and nonlinear Granger causality in the stock price-volume relation: Korean evidence. Quarterly Review of Economics and Finance 39: 59–76CrossRefGoogle Scholar
  44. Smirlock M., Starks L.T. (1988). An empirical analysis of the stock price-volume relationship. Journal of Banking and Finance 12: 31–41CrossRefGoogle Scholar
  45. Tauchen G., Pitts M. (1983) The price variability-volume relationship on speculative markets. Econometrica 51: 485–505CrossRefGoogle Scholar
  46. Wang J. (1994) A model of competitive stock trading volume. Journal of Political Economy 102: 127–168CrossRefGoogle Scholar
  47. Wang K., Li Y., Erickson J. (1997) A new look at the Monday effect. Journal of Finance 52: 2171–2186CrossRefGoogle Scholar
  48. Wang S.S., Rui O.M., Firth M. (2002) Return and volatility behavior of dually-traded stocks: The case of Hong Kong. Journal of International Money and Finance 21: 265–293CrossRefGoogle Scholar
  49. Watanabe T. (2001) Price volatility, trading volume and market depth: Evidence from Japanese stock index futures market. Applied Financial Economics 11: 651–658CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC. 2008

Authors and Affiliations

  1. 1.Department of Banking and FinanceChulalongkorn UniversityBangkokThailand
  2. 2.Department of Accountancy, Finance and Information SystemsUniversity of CanterburyChristchurchNew Zealand

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