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Transaction Cost Analytics for Corporate Bonds

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  • Xin Guo
  • Charles-Albert Lehalle
  • Renyuan Xu

Abstract

The electronic platform has been increasingly popular for executing large corporate bond orders by asset managers, who in turn have to assess the quality of their executions via Transaction Cost Analysis (TCA). One of the challenges in TCA is to build a realistic benchmark for the expected transaction cost and to characterize the price impact of each individual trade with given bond characteristics and market conditions. Taking the viewpoint of retail investors, this paper presents an analytical methodology for TCA of corporate bond trading. Our analysis is based on the TRACE Enhanced dataset; and starts with estimating the initiator of a bond transaction, followed by estimating the bid-ask spread and the mid-price dynamics. With these estimations, the first part of our study is to identify key features for corporate bonds and to compute the expected average trading cost. This part is on the time scale of weekly transactions, and is by applying and comparing several regularized regression models. The second part of our study is using the estimated mid-price dynamics to investigate the amplitude of its price impact and the decay pattern of individual bond transaction. This part is on the time scale of each transaction of liquid corporate bonds, and is by applying a transient impact model to estimate the price impact kernel using a non-parametric method. Our benchmark model allows for identifying abnormal transactions and for enhancing counter-party selections. A key discovery of our study is the price impact asymmetry between customer-buy orders and consumer-sell orders.

Suggested Citation

  • Xin Guo & Charles-Albert Lehalle & Renyuan Xu, 2019. "Transaction Cost Analytics for Corporate Bonds," Papers 1903.09140, arXiv.org, revised Dec 2021.
  • Handle: RePEc:arx:papers:1903.09140
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    1. Bruno Biais & Fany Declerck & Sophie Moinas, 2016. "Who supplies liquidity, how and when?," BIS Working Papers 563, Bank for International Settlements.
    2. Bruno Biais & Richard Green, 2019. "The Microstructure of the Bond Market in the 20th Century," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 33, pages 250-271, July.
    3. Bessembinder, Hendrik & Maxwell, William & Venkataraman, Kumar, 2006. "Market transparency, liquidity externalities, and institutional trading costs in corporate bonds," Journal of Financial Economics, Elsevier, vol. 82(2), pages 251-288, November.
    4. Modena, Matteo & Linciano, Nadia & Gentile, Monica & Fancello, Francesco, 2014. "The liquidity of dual-listed corporate bonds: empirical evidence from Italian markets," MPRA Paper 62479, University Library of Munich, Germany, revised 23 Feb 2015.
    5. Jean-David Fermanian & Olivier Guéant & Jiang Pu, 2016. "The behavior of dealers and clients on the European corporate bond market: the case of Multi-Dealer-to-Client platforms," Working Papers 2016-34, Center for Research in Economics and Statistics.
    6. Dick-Nielsen, Jens & Feldhütter, Peter & Lando, David, 2012. "Corporate bond liquidity before and after the onset of the subprime crisis," Journal of Financial Economics, Elsevier, vol. 103(3), pages 471-492.
    7. Vincent Van Kervel & Albert J. Menkveld, 2019. "High‐Frequency Trading around Large Institutional Orders," Journal of Finance, American Finance Association, vol. 74(3), pages 1091-1137, June.
    8. Stoll, Hans R, 1978. "The Supply of Dealer Services in Securities Markets," Journal of Finance, American Finance Association, vol. 33(4), pages 1133-1151, September.
    9. Michael A. Goldstein & Edith S. Hotchkiss & Erik R. Sirri, 2007. "Transparency and Liquidity: A Controlled Experiment on Corporate Bonds," The Review of Financial Studies, Society for Financial Studies, vol. 20(2), pages 235-273.
    10. Asquith, Paul & Au, Andrea S. & Covert, Thomas & Pathak, Parag A., 2013. "The market for borrowing corporate bonds," Journal of Financial Economics, Elsevier, vol. 107(1), pages 155-182.
    11. Hendrik Bessembinder & William Maxwell, 2008. "Markets: Transparency and the Corporate Bond Market," Journal of Economic Perspectives, American Economic Association, vol. 22(2), pages 217-234, Spring.
    12. Paul Schultz, 2001. "Corporate Bond Trading Costs: A Peek Behind the Curtain," Journal of Finance, American Finance Association, vol. 56(2), pages 677-698, April.
    13. Glosten, Lawrence R. & Milgrom, Paul R., 1985. "Bid, ask and transaction prices in a specialist market with heterogeneously informed traders," Journal of Financial Economics, Elsevier, vol. 14(1), pages 71-100, March.
    14. Hui Zou & Trevor Hastie, 2005. "Addendum: Regularization and variable selection via the elastic net," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(5), pages 768-768, November.
    15. Kissell, Robert & Glantz, Morton & Malamut, Roberto, 2004. "A practical framework for estimating transaction costs and developing optimal trading strategies to achieve best execution," Finance Research Letters, Elsevier, vol. 1(1), pages 35-46, March.
    16. Jean-David Fermanian & Olivier Guéant & Arnaud Rachez, 2015. "Agents' Behavior on Multi-Dealer-to-Client Bond Trading Platforms," Working Papers 2015-11, Center for Research in Economics and Statistics.
    17. Damian Eduardo Taranto & Giacomo Bormetti & Jean-Philippe Bouchaud & Fabrizio Lillo & Bence Tóth, 2018. "Linear models for the impact of order flow on prices. II. The Mixture Transition Distribution model," Quantitative Finance, Taylor & Francis Journals, vol. 18(6), pages 917-931, June.
    18. Young Ho Eom, 2004. "Structural Models of Corporate Bond Pricing: An Empirical Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 17(2), pages 499-544.
    19. Damian Eduardo Taranto & Giacomo Bormetti & Jean-Philippe Bouchaud & Fabrizio Lillo & Bence Tóth, 2018. "Linear models for the impact of order flow on prices. I. History dependent impact models," Quantitative Finance, Taylor & Francis Journals, vol. 18(6), pages 903-915, June.
    20. Amy K. Edwards & Lawrence E. Harris & Michael S. Piwowar, 2007. "Corporate Bond Market Transaction Costs and Transparency," Journal of Finance, American Finance Association, vol. 62(3), pages 1421-1451, June.
    21. Hui Zou & Trevor Hastie, 2005. "Regularization and variable selection via the elastic net," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 67(2), pages 301-320, April.
    22. Tarun Chordia, 2005. "An Empirical Analysis of Stock and Bond Market Liquidity," The Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 85-129.
    23. Terrence Hendershott & Ananth Madhavan, 2015. "Click or Call? Auction versus Search in the Over-the-Counter Market," Journal of Finance, American Finance Association, vol. 70(1), pages 419-447, February.
    24. Hendrik Bessembinder & Stacey Jacobsen & William Maxwell & Kumar Venkataraman, 2018. "Capital Commitment and Illiquidity in Corporate Bonds," Journal of Finance, American Finance Association, vol. 73(4), pages 1615-1661, August.
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