IDEAS home Printed from https://ideas.repec.org/a/jre/issued/v9n21994p219-236.html
   My bibliography  Save this article

Option-Based Prediction of Commercial Mortgage Defaults

Author

Abstract

Underwriters set loan-to-value ratios and loan contract interest rates of uninsured commercial mortgages to anticipate the likelihood of subsequent default. The results of the use of a modified Black-Scholes option model suggest that loan-to-value ratios are bound from below by borrowers' desires to maximize project leverage in a limited liability setting and constrained from above by lenders' requirement to originate loans with institutional-grade (Baa) contract interest rates. Given the prevailing risk-free rate and the investment-grade rate, this model at the time of mortgage origination predicts the possibility of default for a new commercial mortgage. The model is empirically verified with ACLI data for 1968-89.

Suggested Citation

  • Leon G. Shilton & John Teall, 1994. "Option-Based Prediction of Commercial Mortgage Defaults," Journal of Real Estate Research, American Real Estate Society, vol. 9(2), pages 219-236.
  • Handle: RePEc:jre:issued:v:9:n:2:1994:p:219-236
    as

    Download full text from publisher

    File URL: http://pages.jh.edu/jrer/papers/pdf/past/vol09n02/v09p219.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. James L. Kuhle & Carl H. Walther & Charles H. Wurtzebach, 1986. "The Financial Performance of Real Estate Investment Trusts," Journal of Real Estate Research, American Real Estate Society, vol. 1(1), pages 67-75.
    2. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    3. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    4. Kerry D. Vandell, 1992. "Predicting Commercial Mortgage Foreclosure Experience," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(1), pages 55-88, March.
    5. James R. Webb & Jack H. Rubens, 1986. "Portfolio Considerations in the Valuation of Real Estate," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 14(3), pages 465-495, September.
    6. 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.
    7. Michael J. Brennan & Eduardo S. Schwartz, 1985. "Determinants of GNMA Mortgage Prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 13(3), pages 209-228, September.
    8. Kaplan, Robert S & Urwitz, Gabriel, 1979. "Statistical Models of Bond Ratings: A Methodological Inquiry," The Journal of Business, University of Chicago Press, vol. 52(2), pages 231-261, April.
    9. Leon G. Shilton & James R. Webb, 1989. "Commercial Loan Underwriting and Option Valuation," Journal of Real Estate Research, American Real Estate Society, vol. 4(1), pages 1-12.
    10. Titman, Sheridan D & Torous, Walter N, 1989. " Valuing Commercial Mortgages: An Empirical Investigation of the Contingent-Claims Approach to Pricing Risky Debt," Journal of Finance, American Finance Association, vol. 44(2), pages 345-373, June.
    11. Ronn, Ehud I & Verma, Avinash K, 1986. "Pricing Risk-Adjusted Deposit Insurance: An Option-Based Model," Journal of Finance, American Finance Association, vol. 41(4), pages 871-895, September.
    12. Frydman, Halina & Altman, Edward I & Kao, Duen-Li, 1985. "Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress," Journal of Finance, American Finance Association, vol. 40(1), pages 269-291, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Leon Shilton, 2000. "Random Walks and the Cointegration of the ACLI and NCREIF," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(3), pages 435-465.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chen, An-Sing & Chu, Hsiang-Hui & Hung, Pi-Hsia & Cheng, Miao-Sih, 2020. "Financial risk and acquirers' stockholder wealth in mergers and acquisitions," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    2. Lim, Terence & Lo, Andrew W. & Merton, Robert C. & Scholes, Myron S., 2006. "The Derivatives Sourcebook," Foundations and Trends(R) in Finance, now publishers, vol. 1(5–6), pages 365-572, April.
    3. Poon, Winnie P. H. & Firth, Michael & Fung, Hung-Gay, 1999. "A multivariate analysis of the determinants of Moody's bank financial strength ratings," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(3), pages 267-283, August.
    4. Mohammad Mahdi Mousavi & Jamal Ouenniche & Kaoru Tone, 2023. "A dynamic performance evaluation of distress prediction models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(4), pages 756-784, July.
    5. Abdelghani Maddi, 2018. "Analyse scientométrique de la crise économique," CEPN Working Papers 2018-08, Centre d'Economie de l'Université de Paris Nord.
    6. Catherine Refait, 2000. "Estimation du risque de défaut par une modélisation stochastique du bilan : Application à des firmes industrielles françaises," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-03718527, HAL.
    7. C. Elizabeth Plummer & Senyo Y. Tse, 1999. "The Effect of Limited Liability on the Informativeness of Earnings: Evidence from the Stock and Bond Markets," Contemporary Accounting Research, John Wiley & Sons, vol. 16(3), pages 541-574, September.
    8. Dalla Valle, Luciana & De Giuli, Maria Elena & Tarantola, Claudia & Manelli, Claudio, 2016. "Default probability estimation via pair copula constructions," European Journal of Operational Research, Elsevier, vol. 249(1), pages 298-311.
    9. Assaf Eisdorfer & Amit Goyal & Alexei Zhdanov, 2018. "Distress Anomaly and Shareholder Risk: International Evidence," Financial Management, Financial Management Association International, vol. 47(3), pages 553-581, September.
    10. Hoi Ying Wong & Tsz Wang Choi, 2009. "Estimating default barriers from market information," Quantitative Finance, Taylor & Francis Journals, vol. 9(2), pages 187-196.
    11. Isabel Abinzano & Pilar Corredor & Beatriz Martinez, 2021. "Does family ownership always reduce default risk?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(3), pages 4025-4060, September.
    12. Barniv, Ran & Mehrez, Abraham & Kline, Douglas M., 2000. "Confidence intervals for controlling the probability of bankruptcy," Omega, Elsevier, vol. 28(5), pages 555-565, October.
    13. Eisdorfer, Assaf & Giaccotto, Carmelo & White, Reilly, 2013. "Capital structure, executive compensation, and investment efficiency," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 549-562.
    14. Abdelghani Maddi, 2018. "Analyse scientométrique de la crise économique : Courants de pensée, auteurs influents et thématiques," Working Papers hal-01922256, HAL.
    15. Marta Gómez-Puig & Simón Sosvilla-Rivero & Manish K. Singh, 2018. "“Incorporating creditors' seniority into contingent claim models:Application to peripheral euro area countries”," IREA Working Papers 201803, University of Barcelona, Research Institute of Applied Economics, revised Feb 2018.
    16. Van Laere, Elisabeth & Baesens, Bart, 2010. "The development of a simple and intuitive rating system under Solvency II," Insurance: Mathematics and Economics, Elsevier, vol. 46(3), pages 500-510, June.
    17. Şaban Çelik, 2013. "Micro Credit Risk Metrics: A Comprehensive Review," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 20(4), pages 233-272, October.
    18. George Albanis & Roy Batchelor, 2007. "Combining heterogeneous classifiers for stock selection," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 15(1‐2), pages 1-21, January.
    19. Groh, Alexander P., 2004. "Risikoadjustierte Performance von Private Equity-Investitionen," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 21382, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    20. Adrian Gepp & Kuldeep Kumar & Sukanto Bhattacharya, 2010. "Business failure prediction using decision trees," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 29(6), pages 536-555.

    More about this item

    JEL classification:

    • L85 - Industrial Organization - - Industry Studies: Services - - - Real Estate Services

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:jre:issued:v:9:n:2:1994:p:219-236. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: JRER Graduate Assistant/Webmaster (email available below). General contact details of provider: http://www.aresnet.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.