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Credit risk with asymmetric information and a switching default threshold

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  • Imke Redeker
  • Ralf Wunderlich

Abstract

We investigate the impact of available information on the estimation of the default probability within a generalized structural model for credit risk. The traditional structural model where default is triggered when the value of the firm's asset falls below a constant threshold is extended by relaxing the assumption of a constant default threshold. The default threshold at which the firm is liquidated is modeled as a random variable whose value is chosen by the management of the firm and dynamically adjusted to account for changes in the economy or the appointment of a new firm management. Investors on the market have no access to the value of the threshold and only anticipate the distribution of the threshold. We distinguish different information levels on the firm's assets and derive explicit formulas for the conditional default probability given these information levels. Numerical results indicate that the information level has a considerable impact on the estimation of the default probability and the associated credit yield spread.

Suggested Citation

  • Imke Redeker & Ralf Wunderlich, 2019. "Credit risk with asymmetric information and a switching default threshold," Papers 1910.14413, arXiv.org, revised Nov 2019.
  • Handle: RePEc:arx:papers:1910.14413
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    References listed on IDEAS

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    1. Caroline Hillairet & Ying Jiao, 2010. "Information Asymmetry in Pricing of Credit Derivatives," Papers 1002.3256, arXiv.org.
    2. Black, Fischer & Cox, John C, 1976. "Valuing Corporate Securities: Some Effects of Bond Indenture Provisions," Journal of Finance, American Finance Association, vol. 31(2), pages 351-367, May.
    3. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    4. Monique Jeanblanc & Stoyan Valchev, 2005. "Partial Information And Hazard Process," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 8(06), pages 807-838.
    5. Duffie, Darrell & Lando, David, 2001. "Term Structures of Credit Spreads with Incomplete Accounting Information," Econometrica, Econometric Society, vol. 69(3), pages 633-664, May.
    6. Duffie, Darrell & Singleton, Kenneth J, 1999. "Modeling Term Structures of Defaultable Bonds," The Review of Financial Studies, Society for Financial Studies, vol. 12(4), pages 687-720.
    7. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    8. Caroline Hillairet & Ying Jiao, 2012. "Credit Risk with asymmetric information on the default threshold," Post-Print hal-00663136, HAL.
    9. Caroline Hillairet & Ying Jiao, 2010. "Information Asymmetry in Pricing of Credit Derivatives," Working Papers hal-00457456, HAL.
    10. Monique Jeanblanc & Marc Yor & Marc Chesney, 2010. "Mathematical Methods for Financial Markets," Finance, Presses universitaires de Grenoble, vol. 31(1), pages 81-85.
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