Time and the Price Impact of a Trade

We use Hasbrouck's (1991) vector autoregressive model for prices and trades to empirically test and assess the role played by the waiting time between consecutive transactions in the process of price formation. We find that as the time duration between transactions decreases, the price impact of trades, the speed of price adjustment to trade-related information, and the positive autocorrelation of signed trades all increase. This suggests that times when markets are most active are times when there is an increased presence of informed traders; we interpret such markets as having reduced liquidity. Copyright The American Finance Association 2000.

[1]  C. Tatham The Growth Factor in Electric Utility Earnings , 1952 .

[2]  L. Jack,et al.  BAGEHOT, Walter (pseudonym for TREYNOR), . The Only Game In Journal, , . , 1971 .

[3]  W. Bagehot The Only Game in Town , 1971 .

[4]  P. Clark A Subordinated Stochastic Process Model with Finite Variance for Speculative Prices , 1973 .

[5]  Bronwyn H Hall,et al.  Estimation and Inference in Nonlinear Structural Models , 1974 .

[6]  Mark B. Garman,et al.  An algebra for evaluating hedge portfolios , 1976 .

[7]  Z. Lieber,et al.  On the independence of transactions on the New York Stock exchange , 1977 .

[8]  Hans R. Stoll,et al.  On Dealer Markets under Competition , 1980 .

[9]  H. White A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity , 1980 .

[10]  Dan Galai,et al.  Information Effects on the Bid‐Ask Spread , 1983 .

[11]  J. Ord,et al.  An Investigation of Transactions Data for NYSE Stocks , 1985 .

[12]  Paul R. Milgrom,et al.  Bid, ask and transaction prices in a specialist market with heterogeneously informed traders , 1985 .

[13]  A. Kyle Continuous Auctions and Insider Trading , 1985 .

[14]  L. Harris A transaction data study of weekly and intradaily patterns in stock returns , 1986 .

[15]  Maureen O'Hara,et al.  PRICE, TRADE SIZE, AND INFORMATION IN SECURITIES MARKETS* , 1987 .

[16]  Robert E. Verrecchia,et al.  Constraints on short-selling and asset price adjustment to private information , 1987 .

[17]  T. Ho,et al.  Order Arrival, Quote Behavior, and the Return-Generating Process , 1987 .

[18]  Robert E. Verrecchia,et al.  Insider Holdings and Perceptions of Information Asymmetry: A Note , 1988 .

[19]  Anat R. Admati,et al.  A Theory of Intraday Patterns: Volume and Price Variability , 1988 .

[20]  Prem C. Jain,et al.  The Dependence between Hourly Prices and Trading Volume , 1988, Journal of Financial and Quantitative Analysis.

[21]  J. Stock Estimating Continuous-Time Processes Subject to Time Deformation: An Application to Postwar U.S. GNP , 1988 .

[22]  Sanford J. Grossman,et al.  Liquidity and Market Structure , 1988 .

[23]  S. Viswanathan,et al.  A theory of the interday variations in volume , 1990 .

[24]  Lawrence Harris,et al.  Liquidity , Trading Rules and Electronic Trading Systems , 1990 .

[25]  Joel Hasbrouck,et al.  Measuring the Information Content of Stock Trades , 1991 .

[26]  A. Lo,et al.  An Ordered Probit Analysis of Transaction Stock Prices , 1991 .

[27]  Franklin Allen,et al.  Stock Price Manipulation, Market Microstructure and Asymmetric Information , 1991 .

[28]  Charles M. C. Lee,et al.  Inferring Trade Direction from Intraday Data , 1991 .

[29]  Maureen O'Hara,et al.  Time and the Process of Security Price Adjustment , 1992 .

[30]  J. MacKinnon,et al.  Estimation and inference in econometrics , 1994 .

[31]  Ananth Madhavan,et al.  Price Experimentation and Security Market Structure , 1993 .

[32]  S. Viswanathan,et al.  Variations in Trading Volume, Return Volatility, and Trading Costs: Evidence on Recent Price Formation Models , 1993 .

[33]  Charles M. C. Lee,et al.  Spreads, Depths, and the Impact of Earnings Information: An Intraday Analysis , 1993 .

[34]  Charles M. Jones,et al.  Transactions, Volume, and Volatility , 1994 .

[35]  Jeffrey R. Russell,et al.  Forecasting Transaction Rates: The Autoregressive Conditional Duration Model , 1994 .

[36]  Thomas D. Berry,et al.  Public Information Arrival , 1994 .

[37]  E. Ghysels,et al.  Stochastic Volatility and time Deformation: an Application of trading Volume and Leverage Effects , 1994 .

[38]  S. Viswanathan,et al.  Strategic Trading with Asymmetrically Informed Traders and Long-Lived Information , 1994, Journal of Financial and Quantitative Analysis.

[39]  Maureen O'Hara,et al.  Market Microstructure Theory , 1995 .

[40]  Chester Spatt,et al.  An Empirical Analysis of the Limit Order Book and the Order Flow in the Paris Bourse , 1995 .

[41]  Joel Hasbrouck,et al.  One Security, Many Markets: Determining the Contributions to Price Discovery , 1995 .

[42]  J. MacKinnon,et al.  Estimation and inference in econometrics , 1994 .

[43]  David Easley,et al.  Liquidity, Information, and Infrequently Traded Stocks , 1996 .

[44]  A. Röell,et al.  Price effects of trading and components of the bid-ask spread on the Paris Bourse , 1996 .

[45]  Calyampudi R. Rao,et al.  Count Data Models for Financial Data , 1996 .

[46]  Robert F. Engle,et al.  The Econometrics of Ultra-High Frequency Data , 1996 .

[47]  M. Hashem Pesaran,et al.  Impulse response analysis in nonlinear multivariate models , 1996 .

[48]  Joel Hasbrouck,et al.  Modeling Market Microstructure Time Series , 1996 .

[49]  Pravin K. Trivedi,et al.  12 Count data models for financial data , 1996 .

[50]  Michael A. Goldstein,et al.  Quotes, Order Flow, and Price Discovery , 1997 .

[51]  J. D. Villiers Market Microstructure and Asset Pricing: On the Compensation for Illiquidity in Stock Returns , 1997 .

[52]  David Easley,et al.  One Day in the Life of a Very Common Stock , 1997 .

[53]  Duane J. Seppi Liquidity Provision with Limit Orders and a Strategic Specialist , 1997 .

[54]  Jeffrey R. Russell,et al.  Autoregressive Conditional Duration: A New Model for Irregularly Spaced Transaction Data , 1998 .

[55]  M. Sewell Market Microstructure , 2007 .