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Nonlinear structural estimation of corporate bond liquidity

Author

Listed:
  • Diego Leal Gonzalez

    (University of Texas at El Paso)

  • Bryan Stanhouse

    (University of Oklahoma)

  • Duane Stock

    (University of Oklahoma)

  • Xin Yue Zhou

    (University of Oklahoma)

Abstract

We estimate the term structure of corporate bond liquidity premiums using a dual estimation technique. Our estimates reveal that the term structures of the liquidity premiums were positively sloped and concave for each category of creditworthiness and in three economic epochs. As the macroeconomy transitioned from a pre-crisis to a crisis period, liquidity premiums elevated across time to maturity for both investment grade and speculative grade bonds. With the migration of the financial system from stress to relative calm, the premiums on both grades of debt declined for all maturities.

Suggested Citation

  • Diego Leal Gonzalez & Bryan Stanhouse & Duane Stock & Xin Yue Zhou, 2025. "Nonlinear structural estimation of corporate bond liquidity," Review of Quantitative Finance and Accounting, Springer, vol. 64(2), pages 799-827, February.
  • Handle: RePEc:kap:rqfnac:v:64:y:2025:i:2:d:10.1007_s11156-024-01323-y
    DOI: 10.1007/s11156-024-01323-y
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    1. Kalimipalli, Madhu & Nayak, Subhankar & Perez, M. Fabricio, 2013. "Dynamic effects of idiosyncratic volatility and liquidity on corporate bond spreads," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2969-2990.
    2. Francis A. Longstaff & Sanjay Mithal & Eric Neis, 2005. "Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2213-2253, October.
    3. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    4. Leland, Hayne E & Toft, Klaus Bjerre, 1996. "Optimal Capital Structure, Endogenous Bankruptcy, and the Term Structure of Credit Spreads," Journal of Finance, American Finance Association, vol. 51(3), pages 987-1019, July.
    5. Jaewon Choi & Yesol Huh & Sean Seunghun Shin, 2024. "Customer Liquidity Provision: Implications for Corporate Bond Transaction Costs," Management Science, INFORMS, vol. 70(1), pages 187-206, January.
    6. Dickerson, Alexander & Mueller, Philippe & Robotti, Cesare, 2023. "Priced risk in corporate bonds," Journal of Financial Economics, Elsevier, vol. 150(2).
    7. Erik Vogt & Michael Fleming & Or Shachar & Tobias Adrian, 2017. "Market Liquidity After the Financial Crisis," Annual Review of Financial Economics, Annual Reviews, vol. 9(1), pages 43-83, November.
    8. Jack Bao & Jun Pan & Jiang Wang, 2011. "The Illiquidity of Corporate Bonds," Journal of Finance, American Finance Association, vol. 66(3), pages 911-946, June.
    9. O'Hara, Maureen & Zhou, Xing (Alex), 2021. "Anatomy of a liquidity crisis: Corporate bonds in the COVID-19 crisis," Journal of Financial Economics, Elsevier, vol. 142(1), pages 46-68.
    10. Wang, Junbo & Wu, Chunchi, 2015. "Liquidity, credit quality, and the relation between volatility and trading activity: Evidence from the corporate bond market," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 183-203.
    11. Acharya, Viral V. & Amihud, Yakov & Bharath, Sreedhar T., 2013. "Liquidity risk of corporate bond returns: conditional approach," Journal of Financial Economics, Elsevier, vol. 110(2), pages 358-386.
    12. Pierre Collin-Dufresn & Robert S. Goldstein & J. Spencer Martin, 2001. "The Determinants of Credit Spread Changes," Journal of Finance, American Finance Association, vol. 56(6), pages 2177-2207, December.
    13. Gehde-Trapp, Monika & Schuster, Philipp & Uhrig-Homburg, Marliese, 2018. "The Term Structure of Bond Liquidity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(5), pages 2161-2197, October.
    14. O’Sullivan, Conall & Papavassiliou, Vassilios G., 2020. "On the term structure of liquidity in the European sovereign bond market," Journal of Banking & Finance, Elsevier, vol. 114(C).
    15. Reichenbacher, Michael & Schuster, Philipp, 2022. "Size-adapted bond liquidity measures and their asset pricing implications," Journal of Financial Economics, Elsevier, vol. 146(2), pages 425-443.
    16. Zhiguo He & Konstantin Milbradt, 2014. "Endogenous Liquidity and Defaultable Bonds," Econometrica, Econometric Society, vol. 82(4), pages 1443-1508, July.
    17. Hendrik Bessembinder & Kathleen M. Kahle & William F. Maxwell & Danielle Xu, 2009. "Measuring Abnormal Bond Performance," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4219-4258, October.
    18. Jan Ericsson & Olivier Renault, 2006. "Liquidity and Credit Risk," Journal of Finance, American Finance Association, vol. 61(5), pages 2219-2250, October.
    19. Pelizzon, Loriana & Riedel, Max & Simon, Zorka & Subrahmanyam, Marti G., 2024. "Collateral eligibility of corporate debt in the Eurosystem," Journal of Financial Economics, Elsevier, vol. 153(C).
    20. 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.
    21. Francis A. Longstaff, 2004. "The Flight-to-Liquidity Premium in U.S. Treasury Bond Prices," The Journal of Business, University of Chicago Press, vol. 77(3), pages 511-526, July.
    22. Hong, Yongmiao & Lin, Hai & Wu, Chunchi, 2012. "Are corporate bond market returns predictable?," Journal of Banking & Finance, Elsevier, vol. 36(8), pages 2216-2232.
    23. Zhiguo He & Wei Xiong, 2012. "Rollover Risk and Credit Risk," Journal of Finance, American Finance Association, vol. 67(2), pages 391-430, April.
    24. Ericsson, Jan & Jacobs, Kris & Oviedo, Rodolfo, 2009. "The Determinants of Credit Default Swap Premia," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(1), pages 109-132, February.
    25. Roll, Richard, 1984. "A Simple Implicit Measure of the Effective Bid-Ask Spread in an Efficient Market," Journal of Finance, American Finance Association, vol. 39(4), pages 1127-1139, September.
    26. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    27. Sadka, Ronnie, 2010. "Liquidity risk and the cross-section of hedge-fund returns," Journal of Financial Economics, Elsevier, vol. 98(1), pages 54-71, October.
    28. Aboody, David & Hughes, John S. & Bugra Ozel, N., 2014. "Corporate bond returns and the financial crisis," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 42-53.
    29. Grace Xing Hu & Jun Pan & Jiang Wang, 2013. "Noise as Information for Illiquidity," Journal of Finance, American Finance Association, vol. 68(6), pages 2341-2382, December.
    30. Goldstein, Michael A. & Hotchkiss, Edith S., 2020. "Providing liquidity in an illiquid market: Dealer behavior in US corporate bonds," Journal of Financial Economics, Elsevier, vol. 135(1), pages 16-40.
    31. Hui Chen & Rui Cui & Zhiguo He & Konstantin Milbradt, 2018. "Quantifying Liquidity and Default Risks of Corporate Bonds over the Business Cycle," The Review of Financial Studies, Society for Financial Studies, vol. 31(3), pages 852-897.
    32. Sadka, Ronnie, 2006. "Momentum and post-earnings-announcement drift anomalies: The role of liquidity risk," Journal of Financial Economics, Elsevier, vol. 80(2), pages 309-349, May.
    33. Haitao Li & Junbo Wang & Chunchi Wu & Yan He, 2009. "Are Liquidity and Information Risks Priced in the Treasury Bond Market?," Journal of Finance, American Finance Association, vol. 64(1), pages 467-503, February.
    34. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    35. Friewald, Nils & Jankowitsch, Rainer & Subrahmanyam, Marti G., 2012. "Illiquidity or credit deterioration: A study of liquidity in the US corporate bond market during financial crises," Journal of Financial Economics, Elsevier, vol. 105(1), pages 18-36.
    36. Raphael Schestag & Philipp Schuster & Marliese Uhrig-Homburg, 2016. "Measuring Liquidity in Bond Markets," The Review of Financial Studies, Society for Financial Studies, vol. 29(5), pages 1170-1219.
    37. 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.
    38. Peter Feldhütter & Stephen M Schaefer, 2018. "The Myth of the Credit Spread Puzzle," The Review of Financial Studies, Society for Financial Studies, vol. 31(8), pages 2897-2942.
    39. Qiping Xu, 2018. "Kicking Maturity Down the Road: Early Refinancing and Maturity Management in the Corporate Bond Market," The Review of Financial Studies, Society for Financial Studies, vol. 31(8), pages 3061-3097.
    40. Korajczyk, Robert A. & Sadka, Ronnie, 2008. "Pricing the commonality across alternative measures of liquidity," Journal of Financial Economics, Elsevier, vol. 87(1), pages 45-72, January.
    41. Nicolas Caramp & Sanjay R Singh, 2023. "Bond Premium Cyclicality and Liquidity Traps," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(6), pages 2822-2879.
    42. Schaefer, Stephen M. & Strebulaev, Ilya A., 2008. "Structural models of credit risk are useful: Evidence from hedge ratios on corporate bonds," Journal of Financial Economics, Elsevier, vol. 90(1), pages 1-19, October.
    43. Schuster, Philipp & Uhrig-Homburg, Marliese, 2015. "Limits to arbitrage and the term structure of bond illiquidity premiums," Journal of Banking & Finance, Elsevier, vol. 57(C), pages 143-159.
    44. Jens Dick-Nielsen & Marco Rossi, 2019. "The Cost of Immediacy for Corporate Bonds," The Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 1-41.
    45. Francesco Franzoni & Eric Nowak & Ludovic Phalippou, 2012. "Private Equity Performance and Liquidity Risk," Journal of Finance, American Finance Association, vol. 67(6), pages 2341-2373, December.
    46. Kempf, Alexander & Korn, Olaf & Uhrig-Homburg, Marliese, 2012. "The term structure of illiquidity premia," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1381-1391.
    47. Lin, Hai & Wang, Junbo & Wu, Chunchi, 2011. "Liquidity risk and expected corporate bond returns," Journal of Financial Economics, Elsevier, vol. 99(3), pages 628-650, March.
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    More about this item

    Keywords

    Term structure; Liquidity premiums; Corporate bonds; Signal extraction; Unscented transformations;
    All these keywords.

    JEL classification:

    • G00 - Financial Economics - - General - - - General
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G19 - Financial Economics - - General Financial Markets - - - Other

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