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High Frequency Fairness

Author

Listed:
  • Haeringer, Guillaume
  • Melton, Hayden

Abstract

The emergence of high frequency trading has resulted in ‘bursts’ of orders arriving at an exchange (nearly) simultaneously, yet most electronic financial exchanges im- plement the continuous limit order book which requires processing of orders serially. Contrary to an assumption that appears throughout the economics literature, the tech- nology that performs serialization provides only constrained random serial dictatorship (RSD) in the sense that not all priority orderings of agents are possible. We provide necessary and sufficient conditions for fairness under different market conditions on orders for constrained RSD mechanisms. Our results show that exchanges relying on the current serialization technology cannot ensure fairness, including exchanges using ‘speed bumps.’ We find that specific forms of constrained RSD ensure fairness under certain assumptions about the content of those orders but that the general case nev- ertheless requires unconstrained RSD. Our results have implications for the design of trading exchanges.

Suggested Citation

  • Haeringer, Guillaume & Melton, Hayden, 2020. "High Frequency Fairness," MPRA Paper 103907, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:103907
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    File URL: https://mpra.ub.uni-muenchen.de/103907/1/MPRA_paper_103907.pdf
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    References listed on IDEAS

    as
    1. Martin D. Gould & Mason A. Porter & Stacy Williams & Mark McDonald & Daniel J. Fenn & Sam D. Howison, 2013. "Limit order books," Quantitative Finance, Taylor & Francis Journals, vol. 13(11), pages 1709-1742, November.
    2. Michael Brolley & Marius Zoican, 2019. "Liquid Speed: On-Demand Fast Trading at Distributed Exchanges," Papers 1907.10720, arXiv.org.
    3. Martin D. Gould & Mason A. Porter & Sam D. Howison, 2017. "Quasi-centralized limit order books," Quantitative Finance, Taylor & Francis Journals, vol. 17(6), pages 831-853, June.
    4. James J. Angel & Lawrence E. Harris & Chester S. Spatt, 2011. "Equity Trading in the 21stCentury," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 1(01), pages 1-53.
    5. Albert J. Menkveld & Marius A. Zoican, 2017. "Need for Speed? Exchange Latency and Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 30(4), pages 1188-1228.
    6. MacKenzie, Donald & Pardo-Guerra, Juan Pablo, 2014. "Insurgent capitalism: Island, bricolage and the re-making of finance," LSE Research Online Documents on Economics 57549, London School of Economics and Political Science, LSE Library.
    7. Martin D. Gould & Mason A. Porter & Stacy Williams & Mark McDonald & Daniel J. Fenn & Sam D. Howison, 2010. "Limit Order Books," Papers 1012.0349, arXiv.org, revised Apr 2013.
    8. Matteo Aquilina & Eric Budish, 2020. "Quantifying the High-Frequency Trading “Arms Race†: A Simple New Methodology and Estimates," Working Papers 2020-86, Becker Friedman Institute for Research In Economics.
    9. James Angel & Douglas McCabe, 2013. "Fairness in Financial Markets: The Case of High Frequency Trading," Journal of Business Ethics, Springer, vol. 112(4), pages 585-595, February.
    10. Sida Li & Xin Wang & Mao Ye, 2019. "Who Provides Liquidity, and When?," NBER Working Papers 25972, National Bureau of Economic Research, Inc.
    11. Herve Moulin, 2004. "Fair Division and Collective Welfare," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633116, April.
    12. Atila Abdulkadiroglu & Tayfun Sonmez, 1998. "Random Serial Dictatorship and the Core from Random Endowments in House Allocation Problems," Econometrica, Econometric Society, vol. 66(3), pages 689-702, May.
    13. Gunther Wuyts, 2012. "The impact of aggressive orders in an order-driven market: a simulation approach," The European Journal of Finance, Taylor & Francis Journals, vol. 18(10), pages 1015-1038, November.
    14. Eric Budish & Peter Cramton & John Shim, 2015. "Editor's Choice The High-Frequency Trading Arms Race: Frequent Batch Auctions as a Market Design Response," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1547-1621.
    15. Markus Baldauf & Joshua Mollner, 2020. "High‐Frequency Trading and Market Performance," Journal of Finance, American Finance Association, vol. 75(3), pages 1495-1526, June.
    16. Othmane Mounjid & Mathieu Rosenbaum & Pamela Saliba, 2019. "From asymptotic properties of general point processes to the ranking of financial agents," Papers 1906.05420, arXiv.org.
    17. Vasilios Mavroudis & Hayden Melton, 2019. "Libra: Fair Order-Matching for Electronic Financial Exchanges," Papers 1910.00321, arXiv.org.
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    More about this item

    Keywords

    Electronic trading; limit order book; fairness; random serial dictatorship.;
    All these keywords.

    JEL classification:

    • D47 - Microeconomics - - Market Structure, Pricing, and Design - - - Market Design
    • D71 - Microeconomics - - Analysis of Collective Decision-Making - - - Social Choice; Clubs; Committees; Associations
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

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