Dynamical regularities of US equities opening and closing auctions.

We first investigate static properties of opening and closing auctions such as typical auction volume relative to daily volume and order value distributions. We then show that the indicative match price is strongly mean-reverting because the imbalance is, which we link to strategic behavior. Finally, we investigate how the final auction price reacts to order placement, especially conditional on imbalance improving or worsening events and find a large difference between the opening and closing auctions, emphasizing the role of liquidity and simultaneous trading in the pre-open or open-market order book.

[1]  Q. Vuong Likelihood Ratio Tests for Model Selection and Non-Nested Hypotheses , 1989 .

[2]  Michael S. Pagano,et al.  A Closing Call's Impact on Market Quality at Euronext Paris , 2003 .

[3]  Jean-Philippe Bouchaud,et al.  Random walks, liquidity molasses and critical response in financial markets , 2004, cond-mat/0406224.

[4]  Fabrizio Lillo,et al.  There's More to Volatility than Volume , 2005 .

[5]  Joseph B. Kadane,et al.  The Timing of Bid Placement and Extent of Multiple Bidding: An Empirical Investigation Using eBay Online Auctions , 2006, math/0609194.

[6]  Giorgio Parisi,et al.  Conference registration: how people react to a deadline , 2007 .

[7]  Wei Chen,et al.  Empirical regularities of order placement in the Chinese stock market , 2007, 0712.0912.

[8]  P. Chelley-steeley Market quality changes in the London Stock Market , 2008 .

[9]  Mark E. J. Newman,et al.  Power-Law Distributions in Empirical Data , 2007, SIAM Rev..

[10]  Luciano Pietronero,et al.  How people react to a deadline: time distribution of conference registrations and fee payments , 2009 .

[11]  Wei‐Xing Zhou,et al.  Empirical regularities of opening call auction in Chinese stock market , 2009, 0905.0582.

[12]  Han-Young Lie,et al.  U.S. Exchange Auction Trends: Recent Opening and Closing Auction Behavior, and the Implications on Order Management Strategies , 2010, The Journal of Trading.

[13]  Fabrizio Lillo,et al.  How does the market react to your order flow? , 2011, 1104.0587.

[14]  Lin Peng,et al.  A Call Auction’s Impact on Price Formation and Order Routing: Evidence from the NASDAQ Stock Market , 2012 .

[15]  Charles-Albert Lehalle,et al.  Market Microstructure in Practice , 2013 .

[16]  D. Plenz,et al.  powerlaw: A Python Package for Analysis of Heavy-Tailed Distributions , 2013, PloS one.

[17]  M. Subrahmanyam,et al.  Low-Latency Trading and Price Discovery: Evidence from the Tokyo Stock Exchange in the Pre-Opening and Opening Periods , 2017, SSRN Electronic Journal.

[18]  Sophie Moinas,et al.  The Role of Pre-Opening Mechanisms in Fragmented Markets , 2017 .

[19]  D. Challet Strategic Behaviour and Indicative Price Diffusion in Paris Stock Exchange Auctions , 2018, New Economic Windows.