The duration of foreclosures in the subprime mortgage market: a competing risks model with mixing
This paper examines what happens to mortgages in the subprime mortgage market once foreclosure proceeding are initiated. A multinominial logit model that allows for the interdependence of the possible outcomes or risks (cure, partial cure, paid off, and real estate owned) through the correlation of associated unobserved heterogeneities is estimated. The results show that the duration of foreclosures is impacted by many factors including contemporaneous housing market conditions, the prior performance of the loan (prior delinquency), and the state-level legal environment.
|Date of creation:||2006|
|Date of revision:|
|Contact details of provider:|| Postal: P.O. Box 442, St. Louis, MO 63166|
Web page: http://www.stlouisfed.org/
More information through EDIRC
|Order Information:|| Email: |
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Train,Kenneth E., 2009.
"Discrete Choice Methods with Simulation,"
Cambridge University Press, number 9780521766555, November.
- Lambrecht, Bart M & Perraudin, William R M & Satchell, Steven, 2003. " Mortgage Default and Possession under Recourse: A Competing Hazards Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(3), pages 425-42, June.
- Brent W. Ambrose & Charles A. Capone, 1998. "Modeling the Conditional Probability of Foreclosure in the Context of Single-Family Mortgage Default Resolutions," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 26(3), pages 391-429.
- Dennis Capozza & Thomas Thomson, 2004. "Optimal Stopping and Losses on Subprime Mortgages," The Journal of Real Estate Finance and Economics, Springer, vol. 30(2), pages 115-131, November.
- Karen M. Pence, 2003. "Foreclosing on opportunity: state laws and mortgage credit," Finance and Economics Discussion Series 2003-16, Board of Governors of the Federal Reserve System (U.S.).
- Richard A. Phillips & Eric M. Rosenblatt, 1997. "The Legal Environment and the Choice of Default Resolution Alternatives: An Empirical Analysis," Journal of Real Estate Research, American Real Estate Society, vol. 13(2), pages 145-154.
- Anthony Pennington-Cross, 2004.
"The value of foreclosed property,"
2004-022, Federal Reserve Bank of St. Louis.
- Harding, John P. & Miceli, Thomas J. & Sirmans, C. F., 2000. "Deficiency Judgments and Borrower Maintenance: Theory and Evidence," Journal of Housing Economics, Elsevier, vol. 9(4), pages 267-285, December.
- John Clapp & Yongheng Deng & Xudong An, 2005.
"Unobserved heterogeneity in Models of Competing Mortgage Termination Risks,"
8585, USC Lusk Center for Real Estate.
- John M. Clapp & Yongheng Deng & Xudong An, 2006. "Unobserved Heterogeneity in Models of Competing Mortgage Termination Risks," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 34(2), pages 243-273, 06.
- Wen, Chieh-Hua & Koppelman, Frank S., 2001. "The generalized nested logit model," Transportation Research Part B: Methodological, Elsevier, vol. 35(7), pages 627-641, August.
- Deng, Yongheng & Quigley, John M. & Van Order, Robert, 1999.
"Mortgage Terminations, Heterogeneity, and the Exercise of Mortgage Options,"
Berkeley Program on Housing and Urban Policy, Working Paper Series
qt96r560pg, Berkeley Program on Housing and Urban Policy.
- Yongheng Deng & John M. Quigley & Robert Van Order, 2000. "Mortgage Terminations, Heterogeneity and the Exercise of Mortgage Options," Econometrica, Econometric Society, vol. 68(2), pages 275-308, March.
- Yongheng Deng & John M. Quigley & Robert Van Order, . "Mortgage Terminations, Heterogeneity and the Exercise of Mortgage Options," Zell/Lurie Center Working Papers 322, Wharton School Samuel Zell and Robert Lurie Real Estate Center, University of Pennsylvania.
- Brent W. Ambrose & Charles A. Capone, .
"The Hazard Rates of First and Second Default,"
Zell/Lurie Center Working Papers
301, Wharton School Samuel Zell and Robert Lurie Real Estate Center, University of Pennsylvania.
- Ko Wang & Leslie Young & Yuqing Zhou, 2002. "Nondiscriminating Foreclosure and Voluntary Liquidating Costs," Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 959-985.
- Dennis Capozza & Thomas Thomson, 2006. "Subprime Transitions: Lingering or Malingering in Default?," The Journal of Real Estate Finance and Economics, Springer, vol. 33(3), pages 241-258, November.
- Richard A. Phillips & James H. VanderHoff, 2004. "The Conditional Probability of Foreclosure: An Empirical Analysis of Conventional Mortgage Loan Defaults," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(4), pages 571-587, December.
- Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
- Lawrence, Edward C & Arshadi, Nasser, 1995. "A Multinomial Logit Analysis of Problem Loan Resolution Choices in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(1), pages 202-16, February.
- Michelle A. Danis & Anthony Pennington-Cross, 2005. "A dynamic look at subprime loan performance," Working Papers 2005-029, Federal Reserve Bank of St. Louis.
- Brent Ambrose & Anthony Sanders, 2004. "Legal Restrictions in Personal Loan Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 30(2), pages 133-151, November.
- Ambrose, Brent W & Buttimer, Richard J, Jr & Capone, Charles A, 1997. "Pricing Mortgage Default and Foreclosure Delay," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 314-25, August.
When requesting a correction, please mention this item's handle: RePEc:fip:fedlwp:2006-027. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Anna Xiao)
If references are entirely missing, you can add them using this form.