Subprime mortgage default
This paper constructs a reduced-form credit risk model of mortgage default. The data used is of privately-securitized subprime ARMs (adjustable rate mortgages), originated between 1997 and 2008, and observed between 2000 and 2009. The period studied thus encompasses the beginning of the subprime crisis. Given the estimated model, contractual properties of the loans are then used to infer the market price of default risk for the various quarters of origination. It is empirically determined that a change in the inherent nature of borrowers led to a deterioration in their default performance, a change which can be first detected in late 2004. On the other hand, the evidence also indicates that the secondary mortgage market became aware of this change at about this same time. The large rise in defaults in 2007 cannot, therefore, be attributed to any surprise other than the unexpectedly large fall in housing prices.
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- Darrell DUFFIE & Andreas ECKNER & Guillaume HOREL & Leandro SAITA, .
"Frailty Correlated Default,"
Swiss Finance Institute Research Paper Series
08-44, Swiss Finance Institute.
- 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.
- Giovanni Dell'Ariccia & Luc Laeven & Deniz O Igan, 2008. "Credit Booms and Lending Standards; Evidence From the Subprime Mortgage Market," IMF Working Papers 08/106, International Monetary Fund.
- DellAriccia, 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.
- 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.
- Kristopher S. Gerardi & Andreas Lehnert & Shane M. Sherlund & Paul S. Willen, 2009.
"Making sense of the subprime crisis,"
FRB Atlanta Working Paper
2009-02, Federal Reserve Bank of Atlanta.
- Christopher Mayer & Karen Pence & Shane M. Sherlund, 2009.
"The Rise in Mortgage Defaults,"
Journal of Economic Perspectives,
American Economic Association, vol. 23(1), pages 27-50, Winter.
- Ridder, G. & Tunali, I., 1997.
"Stratified Partial Likelihood Estimation,"
1997/17, Koc University.
- Jin-Chuan Duan & Jean-Guy Simonato, 1995.
"Estimating and Testing Exponential Affine Term Structure Models by Kalman Filter,"
CIRANO Working Papers
- Duan, Jin-Chuan & Simonato, Jean-Guy, 1999. "Estimating and Testing Exponential-Affine Term Structure Models by Kalman Filter," Review of Quantitative Finance and Accounting, Springer, vol. 13(2), pages 111-35, September.
- Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 307-362.
- Donald W.K. Andrews, 1990.
"Tests for Parameter Instability and Structural Change with Unknown Change Point,"
Cowles Foundation Discussion Papers
943, Cowles Foundation for Research in Economics, Yale University.
- Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-56, July.
- Taylor D. Nadauld & Shane M. Sherlund, 2009.
"The role of the securitization process in the expansion of subprime credit,"
Finance and Economics Discussion Series
2009-28, Board of Governors of the Federal Reserve System (U.S.).
- Nadauld, Taylor D. & Sherlund, Shane M., 2009. "The Role of the Securitization Process in the Expansion of Subprime Credit," Working Paper Series 2009-9, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
- Christopher L. Foote & Kristopher S. Gerardi & Paul S. Willen, 2008.
"Negative equity and foreclosure: theory and evidence,"
Public Policy Discussion Paper
08-3, Federal Reserve Bank of Boston.
- 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.
- Kristopher S. Gerardi & Adam Hale Shapiro & Paul S. Willen, 2007.
"Subprime outcomes: risky mortgages, homeownership experiences, and foreclosures,"
07-15, Federal Reserve Bank of Boston.
- Paul S. Willen & Adam Hale Shapiro & Kristopher Gerardi, 2008. "Subprime Outcomes: Risky Mortgages, Homeownership Experiences, and Foreclosures," 2008 Meeting Papers 345, Society for Economic Dynamics.
- Bruce E. Hansen, 1995.
"Approximate Asymptotic P-Values for Structural Change Tests,"
Boston College Working Papers in Economics
297., Boston College Department of Economics.
- Hansen, Bruce E, 1997. "Approximate Asymptotic P Values for Structural-Change Tests," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 60-67, January.
- Yuliya Demyanyk & Otto Van Hemert, 2008.
"Understanding the subprime mortgage crisis,"
1092, Federal Reserve Bank of Chicago.
- Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
- Yuliya Demyanyk & Otto Van Hemert, 2009. "Understanding the subprime mortgage crisis," Proceedings, Federal Reserve Bank of San Francisco, issue Jan.
- Andrew F. Haughwout & Ebiere Okah & Joseph Tracy, 2009. "Second chances: subprime mortgage modification and re-default," Staff Reports 417, Federal Reserve Bank of New York.
- Zhang, Michael Yuanjie & Russell, Jeffrey R. & Tsay, Ruey S., 2001. "A nonlinear autoregressive conditional duration model with applications to financial transaction data," Journal of Econometrics, Elsevier, vol. 104(1), pages 179-207, August.
- Harding, John P. & Rosenblatt, Eric & Yao, Vincent W., 2009. "The contagion effect of foreclosed properties," Journal of Urban Economics, Elsevier, vol. 66(3), pages 164-178, November.
- Cox, John C & Ingersoll, Jonathan E, Jr & Ross, Stephen A, 1985. "A Theory of the Term Structure of Interest Rates," Econometrica, Econometric Society, vol. 53(2), pages 385-407, March.
- Andrew F. Haughwout & Richard Peach & Joseph Tracy, 2008.
"Juvenile delinquent mortgages: bad credit or bad economy?,"
341, Federal Reserve Bank of New York.
- Haughwout, Andrew & Peach, Richard & Tracy, Joseph, 2008. "Juvenile delinquent mortgages: Bad credit or bad economy?," Journal of Urban Economics, Elsevier, vol. 64(2), pages 246-257, September.
- Donald W.K. Andrews & Werner Ploberger, 1992.
"Optimal Tests When a Nuisance Parameter Is Present Only Under the Alternative,"
Cowles Foundation Discussion Papers
1015, Cowles Foundation for Research in Economics, Yale University.
- Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
- Vikrant Vig & Amit Seru & Tomasz Piskorski, 2009.
"Securitization and Distressed Loan Renegotiation: Evidence from the Subprime Mortgage Crisis,"
2009 Meeting Papers
1169, Society for Economic Dynamics.
- Piskorski, Tomasz & Seru, Amit & Vig, Vikrant, 2010. "Securitization and distressed loan renegotiation: Evidence from the subprime mortgage crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 369-397, September.
- Pitt, Michael K, 2002. "Smooth Particle Filters for Likelihood Evaluation and Maximisation," The Warwick Economics Research Paper Series (TWERPS) 651, University of Warwick, Department of Economics.
- Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, Oxford University Press, vol. 124(4), pages 1449-1496.
- Ruge-Murcia, Francisco J., 2006. "The expectations hypothesis of the term structure when interest rates are close to zero," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1409-1424, October.
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