The Impact of Transaction Duration, Volume and Direction on Price Dynamics and Volatility
We explore the role of trade volume, trade direction, and the duration between trades in explaining price dynamics and volatility using an Asymmetric Autoregressive Conditional Duration model applied to intraday transactions data. Our results suggest that volume, direction and duration are important determinants of price dynamics, while duration is also an important determinant of volatility. However, the impact of volume and direction on volatility is marginal after controlling for duration, and the impact of volume on volatility appears to be confined to periods of infrequent trading.
Econometric theory, Applied econometrics, Econometrics of financial markets, Forecasting ability
Finance | Finance and Financial Management | Portfolio and Security Analysis
Taylor and Francis
Tay, Anthony; TING, Hian Ann, Christopher; TSE, Yiu Kuen; and WARACHKA, Mitchell Craig.
The Impact of Transaction Duration, Volume and Direction on Price Dynamics and Volatility. (2011). Quantitative Finance. 11, (3), 447-457. Research Collection Lee Kong Chian School Of Business.
Available at: http://ink.library.smu.edu.sg/lkcsb_research/3062