Risk Heterogeneity and Credit Supply: Evidence from the Mortgage Market
This paper uses a unique data set on more than 600,000 mortgage contracts to estimate a credit supply function which allows for risk-heterogeneity. Non-linearity is modeled using quantile regressions. We propose an instrumental variable approach in which changes in the tax treatment of housing transactions are used as an instrument for loan demand. The results are suggestive of considerable risk heterogeneity with riskier borrowers penalized more for borrowing more.
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- Andrew Chesher, 2003.
"Nonparametric identification under discrete variation,"
CeMMAP working papers
CWP19/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Andrew Chesher, 2005. "Nonparametric Identification under Discrete Variation," Econometrica, Econometric Society, vol. 73(5), pages 1525-1550, 09.
- DiPasquale, Denise & Glaeser, Edward L., 1999.
"Incentives and Social Capital: Are Homeowners Better Citizens?,"
Journal of Urban Economics,
Elsevier, vol. 45(2), pages 354-384, March.
- Denise DiPasquale & Edward L. Glaeser, 1998. "Incentives and Social Capital: Are Homeowners Better Citizens?," NBER Working Papers 6363, National Bureau of Economic Research, Inc.
- Denice DiPasquale & Edward L. Glaeser, 1997. "Incentives and Social Capital: Are Homeowners Better Citizens?," Harvard Institute of Economic Research Working Papers 1815, Harvard - Institute of Economic Research.
- George A. Akerlof, 2009. "How Human Psychology Drives the Economy and Why It Matters," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1175-1175.
- 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, MIT Press, vol. 125(1), pages 307-362, February.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Victor Chernozhukov & Christian Hansen, 2005. "An IV Model of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 73(1), pages 245-261, 01.
- Chiang, Raymond C & Chow, Ying-Foon & Liu, Ming, 2002. "Residential Mortgage Lending and Borrower Risk: The Relationship between Mortgage Spreads and Individual Characteristics," The Journal of Real Estate Finance and Economics, Springer, vol. 25(1), pages 5-32, July.
- Tsai, Ming-Shann & Liao, Szu-Lang & Chiang, Shu-Ling, 2009. "Analyzing yield, duration and convexity of mortgage loans under prepayment and default risks," Journal of Housing Economics, Elsevier, vol. 18(2), pages 92-103, June.
- Jaume Garcia & Pedro J. Hernández & Ángel López Nicolás, 1998.
"How wide is the gap? An investigation of gender wage differences using quantile regression,"
Economics Working Papers
287, Department of Economics and Business, Universitat Pompeu Fabra.
- Angel López-Nicolás & Jaume García & Pedro J. Hernández, 2001. "How wide is the gap? An investigation of gender wage differences using quantile regression," Empirical Economics, Springer, vol. 26(1), pages 149-167.
- Richard Blundell & Alan Duncan & Costas Meghir, 1998.
"Estimating Labor Supply Responses Using Tax Reforms,"
Econometric Society, vol. 66(4), pages 827-862, July.
- Richard Blundell & Alan Duncan & Costas Meghir, 1995. "Estimating labour supply responses using tax reforms," IFS Working Papers W95/07, Institute for Fiscal Studies.
- Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-29, October.
- Gabriel Jiménez & Atif Mian & José-Luis Peydró & Jesús Saurina, 2011. "Local versus aggregate lending channels: the effects of securitization on corporate credit supply," Banco de Espa�a Working Papers 1124, Banco de Espa�a.
- Gabriel Jimenez & Steven Ongena & Jose-Luis Peydro & Jesus Saurina, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," American Economic Review, American Economic Association, vol. 102(5), pages 2301-26, August.
- Atif Mian & Amir Sufi, 2008. "The Consequences of Mortgage Credit Expansion: Evidence from the 2007 Mortgage Default Crisis," NBER Working Papers 13936, National Bureau of Economic Research, Inc.
- James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
- 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.
- Atif Mian & Amir Sufi, 2009. "The Consequences of Mortgage Credit Expansion: Evidence from the U.S. Mortgage Default Crisis," The Quarterly Journal of Economics, MIT Press, vol. 124(4), pages 1449-1496, November.
- Victor Chernozhukov & Christian Hansen, 2004. "The Effects of 401(K) Participation on the Wealth Distribution: An Instrumental Quantile Regression Analysis," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 735-751, August.
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