Price–volume relations of DAX companies
Tóm tắt
This study provides empirical evidence of the joint dynamics between stock returns and trading volume using stock data of DAX companies. Contemporaneous as well as dynamic interactions are investigated for a period from January 1994 to December 2005 on a daily basis. Our results suggest that there is almost no relationship between stock return levels and trading volume in either direction. We find that trading volume is contemporaneously positively related to return volatility. In addition, we establish that lagged return volatility induces trading volume movements. Finally, we examine dependencies in the tails and find no significant support for the hypothesis of the independence of the maximal values of absolute returns and trading volume.
Tài liệu tham khảo
Andersen, T.G.: Return volatility and trading volume: An information flow interpretation of stochastic volatility. J. Finance 51, 169–204 (1996)
Avouyi-Dovi, S., Jondeau, E.: International transmission and volume effects in G5 stock market returns and volatility. BIS Conference Papers No. 8, pp. 159–174 (2000)
Bessembinder, H., Seguin, P.J.: Price volatility trading volume and market depth: evidence from futures markets. J. Financ. Quant. Anal. 28, 21–39 (1993)
Blume, L., Easley, D., O’Hara, M.: Market statistics and technical analysis: The role of volume. J. Finance 49, 153–181 (1994)
Brailsford, T.J.: The empirical relationship between trading volume returns and volatility. Account. Finance 35, 89–111 (1996)
Brock, W.A., LeBaron, B.D.: A dynamic structural model for stock return volatility and trading volume. Rev. Econ. Stat. 78, 94–110 (1996)
Brunnermeier, M.K.: Asset Pricing under Asymmetric Information. Oxford University Press, Oxford, (2001)
Campbell, J.Y., Grossmann, S.J., Wang, J.: Trading volume and serial correlation in stock returns. Q. J. Econ. 108, 905–939 (1993)
Cheng, H.: Trading volume, asset price and proportional transaction cost. Working Paper, University of Paris Dauphine-Department of Economics (2005)
Chordia, T., Swaminathan, B.: Trading volume and cross-autocorrelations in stock returns. J. Finance 55, 913–935 (2000)
Chordia, T., Subrahmanyam, A., Anshuman, V.R.: Trading activity and expected stock returns. J. Financ. Econ. 59, 3–32 (2001)
Ciner, C.: The stock price–volume linkage on the Toronto Stock Exchange: Before and after automation. Rev. Quant. Finance Account. 19, 335–349 (2002)
Clark, P.K.: A subordinated stochastic process model with finite variance for speculative prices. Econometrica 41, 135–155 (1973)
Connolly, R., Stivers, C.: Momentum and reversals in equity-index returns during periods of abnormal turnover and return dispersion. J. Finance 58, 1521–1555 (2003)
Copeland, T.: A model of asset trading under the assumption of sequential information arrival. J. Finance 31, 135–155 (1976)
Darrat, A.F., Rahman, S., Zhong, M.: Intraday trading volume and return volatility of the DJIA stocks: A note. J. Bank. Finance 27, 2035–2043 (2003)
Davidson, R., MacKinnon, J.G.: Econometric Theory & Methods. Oxford University Press, Oxford (2003)
Epps, T.W., Epps, M.L.: The stochastic dependence of security price changes and transaction volumes: Implications for the mixture-of-distribution hypothesis. Econometrica 44, 305–321 (1976)
Gallo, G.M., Pacini, B.: The effects of trading activity on market volatility. Eur. J. Finance 6, 163–175 (2000)
Hiemstra, C., Jones, J.D.: Testing for linear and nonlinear Granger causality in the stock price–volume relation. J. Finance 49, 1639–1664 (1994)
Karpoff, J.M.: The relation between price changes and trading volume: A survey. J. Financ. Quant. Anal. 22, 109–126 (1987)
Keiber, K.L.: The informational content of transactions. Financ. Mark. Portf. Manag. 19, 47–60 (2005)
Kempf, A., Korn, O.: Preisprognosen mit Handelsvolumen. Financ. Mark. Portf. Manag. 13, 178–193 (1999)
Lamoureux, C.G., Lastrapes, W.D.: Heteroscedasticity in stock return data: Volume versus GARCH effects. J. Finance 45, 221–229 (1990)
Lamoureux, C.G., Lastrapes, W.D.: Endogenous trading volume and momentum in stock-return volatility. J. Bus. Econ. Stat. 12, 253–260 (1994)
Lee, B.-S., Rui, O.M.: The dynamic relationship between stock returns and trading volume: Domestic and cross-country evidence. J. Bank. Finance 26, 51–78 (2002)
Liesenfeld, R.: Dynamic bivariate mixture models: Modeling the behavior of prices and trading volume. J. Bus. Econ. Stat. 16, 101–109 (1998)
Liesenfeld, R.: A generalized bivariate mixture model for stock price volatility and trading volume. J. Econom. 104, 141–178 (2001)
Marsh, T.A., Wagner, N.: Return-volume dependence and extremes in international equity markets. EFA 2003 Annual Conference Paper No. 284; Research Program in Finance RPF No. 293 (2004)
McKenzie, M.D., Faff, R.W.: The determinants of conditional autocorrelation in stock returns. J. Financ. Res. 26, 259–274 (2003)
Mills, T.C.: Modelling Trends and Cycles in Economic Time Series. MacMillan, Palgrave (2003)
Nelson, D.: Conditional heteroscedasticity in asset returns: A new approach. Econometrica 59, 347–370 (1990)
Omran, M.F., McKenzie, E.: Heteroscedasticity in stock returns data revisited: Volume versus GARCH effects. Appl. Financ. Econom. 10, 553–560 (2000)
Pesaran, M.H., Shin, Y.: Impulse response analysis in linear multivariate models. Econom. Lett. 58, 17–29 (1998)
Schneider, J.: A rational expectations equilibrium with informative trading volume. Working Paper, University of British Columbia (2006)
Suominen, M.: Trading volume and information revelation in stock markets. J. Financ. Quant. Anal. 36, 545–565 (2001)
Tauchen, G., Pitts, M.: The price variability-volume relationship on speculative markets. Econometrica 51, 485–505 (1983)
Tawn, J.: Bivariate extreme value theory: Models and estimation. Biometrika 75, 397–415 (1988)
Wimschulte, J., Wilkens, S.: Price and volume effects associated with 2003’s major reorganization of German stock indices. Financ. Mark. Portf. Manag. 19, 61–98 (2005)