Stability in consumer credit scores: Level and direction of FICO score drift as a precursor to mortgage default and prepayment
AbstractThis article represents an extension of the expansive credit risk and credit migration literature, prominent in the corporate bond and securities risk pricing literature, to an analysis of the drift of consumer credit scores. A rich data set of residential mortgages is used to observe credit score migration post loan origination and in a test of the ability of credit score transition to serve as a precursor to potential default and prepayment. The results indicate credit scores provide signals and information to investors and servicing agents in a fashion similar to credit ratings on commercial paper as to default potential.
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Bibliographic InfoArticle provided by Elsevier in its journal Journal of Housing Economics.
Volume (Year): 20 (2011)
Issue (Month): 4 ()
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Web page: http://www.elsevier.com/locate/inca/622881
Residential mortgage default; Risk; Lending; Housing economics; Mortgage underwriting; Consumer credit;
Find related papers by JEL classification:
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
- R20 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - General
- R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
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.:
- Pamela Nickell & William Perraudin & Simone Varotto, 2001.
"Stability of ratings transitions,"
Bank of England working papers
133, Bank of England.
- Jose A. Lopez & Marc R. Saidenberg, 1999.
"Evaluating credit risk models,"
Working Papers in Applied Economic Theory
99-06, Federal Reserve Bank of San Francisco.
- William P. Alexander & Scott D. Grimshaw & Grant R. McQueen & Barrett A. Slade, 2002. "Some Loans Are More Equal than Others: Third-Party Originations and Defaults in the Subprime Mortgage Industry," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(4), pages 667-697.
- Shumway, Tyler, 2001. "Forecasting Bankruptcy More Accurately: A Simple Hazard Model," The Journal of Business, University of Chicago Press, vol. 74(1), pages 101-24, January.
- Dell''Ariccia, Giovanni & Igan, Deniz & Laeven, Luc, 2008.
"Credit Booms and Lending Standards: Evidence From The Subprime Mortgage Market,"
CEPR Discussion Papers
6683, C.E.P.R. Discussion Papers.
- Giovanni Dell’Ariccia & Deniz Igan & Luc Laeven, 2012. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 367-384, 03.
- Dell’Ariccia, G. & Igan, D. & Laeven, L., 2009. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," Discussion Paper 2009-46 S, Tilburg University, Center for Economic Research.
- Giovanni Dell'Ariccia & Luc Laeven & Deniz Igan, 2008. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," IMF Working Papers 08/106, International Monetary Fund.
- Brent W. Ambrose & Richard J. Buttimer Jr., 1998.
"Embedded Options in the Mortgage Contract,"
Zell/Lurie Center Working Papers
305, Wharton School Samuel Zell and Robert Lurie Real Estate Center, University of Pennsylvania.
- Jafry, Yusuf & Schuermann, Til, 2004. "Measurement, estimation and comparison of credit migration matrices," Journal of Banking & Finance, Elsevier, vol. 28(11), pages 2603-2639, November.
- Hanson, Samuel & Schuermann, Til, 2006. "Confidence intervals for probabilities of default," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2281-2301, August.
- Crouhy, Michel & Galai, Dan & Mark, Robert, 2001. "Prototype risk rating system," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 47-95, January.
- Robert B. Avery & Raphael W. Bostic & Paul S. Calem & Glenn B. Canner, 2000. "Credit Scoring: Statistical Issues and Evidence from Credit-Bureau Files," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(3), pages 523-547.
- Foote, Christopher L. & Gerardi, Kristopher & Willen, Paul S., 2008.
"Negative equity and foreclosure: Theory and evidence,"
Journal of Urban Economics,
Elsevier, vol. 64(2), pages 234-245, September.
- Christopher L. Foote & Kristopher Gerardi & Paul S. Willen, 2008. "Negative equity and foreclosure: theory and evidence," Public Policy Discussion Paper 08-3, Federal Reserve Bank of Boston.
- Stanley D. Longhofer & Stephen R. Peters, 2005. "Self-Selection and Discrimination in Credit Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 33(2), pages 237-268, 06.
- Alex O. Williams & William Beranek & James Kenkel, 1974. "Default Risk in Urban Mortgages: A Pittsburgh Prototype Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 2(2), pages 101-112.
- Robert B. Avery & Raphael W. Bostic & Paul S. Calem & Glenn B. Canner, 1996. "Credit risk, credit scoring, and the performance of home mortgages," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Jul, pages 621-648.
- 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.
- 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, 09.
- Agarwal, Sumit & Ambrose, Brent W. & Liu, Chunlin, 2006. "Credit Lines and Credit Utilization," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(1), pages 1-22, February.
- von Furstenberg, George M & Green, R Jeffery, 1974. "Home Mortgage Delinquencies: A Cohort Analysis," Journal of Finance, American Finance Association, vol. 29(5), pages 1545-48, December.
- David M. Harrison & Thomas G. Noordewier & Abdullah Yavas, 2004. "Do Riskier Borrowers Borrow More?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(3), pages 385-411, 09.
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