A Structural Econometric Model of Price Discrimination in the Mortgage Lending Industry
AbstractWe propose a model of discrimination in the market for mortgages. The model explains accepted loan applications and determines loan sizes and interest rates simultaneously. A competitive and a discriminating monopoly version of the model are proposed. Offered interest rates and loan sizes are a function of observable borrower characteristics. The competitive model rests on a marginal condition, reflecting contract optimality, to which a zero-profit condition is added. In contrast, the discriminating monopoly maximizes profits under a borrower participation constraint, reflecting the availability of a rental market as an outside option. Each version of the model is a bivariate, non-linear model, and is estimated by standard maximum likelihood methods. The data used for estimation is a sample of clients of a French network of mortgage lenders. We show the presence of ‘social discrimination’ in the data, the loan conditions depending, not only on the borrower's wage and down payment, but also on the borrower's occupational status. Abnormally high-risk premia in the competitive version of the model suggest the presence of market power, justifying an attempt at estimating its monopolistic version. The discriminating monopoly model estimates show that the borrowers' price-elasticity of demand for housing varies with occupational status, and is inversely related with the lender's interest rate markups. This confirms that the lender exploits structural differences in the preferences to discriminate, as predicted by standard theories.
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Bibliographic InfoPaper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 3302.
Date of creation: Apr 2002
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- Robert Gary-Bobo & Sophie Larribeau, 2002. "A Structural Econometric Model of Price Discrimination in the Mortgage Lending Industry," CESifo Working Paper Series 739, CESifo Group Munich.
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- Miravete, Eugenio J, 2002.
"Estimating Demand for Local Telephone Service with Asymmetric Information and Optional Calling Plans,"
Review of Economic Studies,
Wiley Blackwell, vol. 69(4), pages 943-71, October.
- Miravete, Eugenio J, 2000. "Estimating Demand for Local Telephone Service with Asymmetric Information and Optional Calling Plans," CEPR Discussion Papers 2635, C.E.P.R. Discussion Papers.
- Chari, V V & Jagannathan, Ravi, 1989. " Adverse Selection in a Model of Real Estate Lending," Journal of Finance, American Finance Association, vol. 44(2), pages 499-508, June.
- Ivaldi, Marc & Martimort, David, 1993.
"Competition under Nonlinear Pricing,"
IDEI Working Papers
29, Institut d'Économie Industrielle (IDEI), Toulouse.
- Rothschild, Michael & Stiglitz, Joseph E, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, MIT Press, vol. 90(4), pages 630-49, November.
- Brueckner Jan K., 1994. "Borrower Mobility, Adverse Selection, and Mortgage Points," Journal of Financial Intermediation, Elsevier, vol. 3(4), pages 416-441, September.
- Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-61, September.
- Paul Calem & Michael Stutzer, 1995. "The simple analytics of observed discrimination in credit markets," Working Papers 95-7, Federal Reserve Bank of Philadelphia.
- Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996.
"Mortgage Lending in Boston: Interpreting HMDA Data,"
American Economic Review,
American Economic Association, vol. 86(1), pages 25-53, March.
- Alicia H. Munnell, 1992. "Mortgage lending in Boston: interpreting HMDA data," Working Papers 92-7, Federal Reserve Bank of Boston.
- Helen F. Ladd, 1998. "Evidence on Discrimination in Mortgage Lending," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 41-62, Spring.
- Pierre-André Chiappori & Jean Pinquet, 1999.
"L'assurance-chômage des emprunteurs,"
Revue Française d'Économie,
Programme National Persée, vol. 14(1), pages 91-115.
- P.-A. Chiappori & J. Pinquet, 1999. "Assurance chômage des emprunteurs," THEMA Working Papers 99-01, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
- Chiappori, P.A. & Pinquet, J., 1999. "Assurance chomage des emprunteurs," Papers 99-01, Paris X - Nanterre, U.F.R. de Sc. Ec. Gest. Maths Infor..
- Armstrong, M., 1996.
"Price discrimination by a many-product firm,"
Discussion Paper Series In Economics And Econometrics
9628, Economics Division, School of Social Sciences, University of Southampton.
- Milde, Hellmuth & Riley, John G, 1988.
"Signaling in Credit Markets,"
The Quarterly Journal of Economics,
MIT Press, vol. 103(1), pages 101-29, February.
- James A. Berkovec & Glenn B. Canner & Stuart A. Gabriel & Timothy H. Hannan, 1998. "Discrimination, Competition, And Loan Performance In Fha Mortgage Lending," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 241-250, May.
- Goldberg, Pinelopi Koujianou & Verboven, Frank, 2001.
"The Evolution of Price Dispersion in the European Car Market,"
Review of Economic Studies,
Wiley Blackwell, vol. 68(4), pages 811-48, October.
- Goldberg, Pinelopi Koujianou & Verboven, Frank, 1998. "The Evolution of Price Dispersion in the European Car Market," CEPR Discussion Papers 2029, C.E.P.R. Discussion Papers.
- Pinelopi Koujianou Goldberg & Frank Verboven, 1998. "The Evolution of Price Dispersion in the European Car Market," NBER Working Papers 6818, National Bureau of Economic Research, Inc.
- Calem Paul & Stutzer Michael, 1995. "The Simple Analytics of Observed Discrimination in Credit Markets," Journal of Financial Intermediation, Elsevier, vol. 4(3), pages 189-212, July.
- Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-55, September.
- Jean-Charles Rochet & Philippe Chone, 1998. "Ironing, Sweeping, and Multidimensional Screening," Econometrica, Econometric Society, vol. 66(4), pages 783-826, July.
- Bousquet, Alain & Ivaldi, Marc, 1997. "Optimal pricing of telephone usage: An econometric implementation," Information Economics and Policy, Elsevier, vol. 9(3), pages 219-239, September.
- repec:ner:leuven:urn:hdl:123456789/101069 is not listed on IDEAS
- Cavalluzzo, Ken S & Cavalluzzo, Linda C, 1998. "Market Structure and Discrimination: The Case of Small Businesses," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(4), pages 771-92, November.
- Brueckner, Jan K, 2000. "Mortgage Default with Asymmetric Information," The Journal of Real Estate Finance and Economics, Springer, vol. 20(3), pages 251-74, May.
- Degryse, H.A. & Ongena, S., 2003.
"Distance, Lending Relationships, and Competition,"
2003-123, Tilburg University, Center for Economic Research.
- Degryse, H.A. & Ongena, S., 2002. "Distance, Lending Relationships and Competition," Discussion Paper 2002-16, Tilburg University, Center for Economic Research.
- Hans Degryse & Steven Ongena, 2002. "Distance, Lending Relationships, and Competition," CSEF Working Papers 80, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
- repec:ner:leuven:urn:hdl:123456789/101442 is not listed on IDEAS
- Robert J. GARY-BOBO & Sophie LARRIBEAU, 2003.
"The Bank's Market Power and the Interest-Rate Elasticity of Demand for Housing: An Econometric Study of Discrimination on French Mortgage Data,"
Annales d'Economie et de Statistique,
ENSAE, issue 71-72, pages 377-398.
- Gary-Bobo, Robert J. & Larribeau, Sophie, 2003. "The Bank's Market Power and the Interest Rate Elasticity of Demand for Housing: An Econometric Study of Discrimination on French Mortgage Data," CEPR Discussion Papers 3745, C.E.P.R. Discussion Papers.
- repec:ner:leuven:urn:hdl:123456789/121585 is not listed on IDEAS
- Michiel van Leuvensteijn & Wolter Hassink, 2003.
"Price-setting and price dispersion in the Dutch mortgage market,"
CPB Discussion Paper
21, CPB Netherlands Bureau for Economic Policy Analysis.
- W.H.J. Hassink & M. van Leuvensteijn, 2003. "Price-setting and Price Dispersion in the Dutch Mortgage Market," Working Papers 03-07, Utrecht School of Economics.
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