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The cross-section of consumer lending risk

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  • Desai, Chintal Ajitbhai

Abstract

This paper tests the validity of a single-factor (market) model to price consumer lending risk. It classifies US counties into 25 portfolios based on unemployment level and the change in nominal income. The results, using serious delinquency on revolving credit as default risk, show that the intercepts are indistinguishable from zero in 22 portfolios, and the average default rate of a portfolio increases with its beta. The additional risk factors based on unemployment and income growth portfolios marginally improve the single-factor model. The results are robust to time-varying betas and personal bankruptcy as a measure of consumer lending risk.

Suggested Citation

  • Desai, Chintal Ajitbhai, 2017. "The cross-section of consumer lending risk," Journal of Empirical Finance, Elsevier, vol. 42(C), pages 256-282.
  • Handle: RePEc:eee:empfin:v:42:y:2017:i:c:p:256-282
    DOI: 10.1016/j.jempfin.2017.04.004
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    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Jagannathan, Ravi & Wang, Zhenyu, 1996. "The Conditional CAPM and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 51(1), pages 3-53, March.
    3. Ang, Andrew & Kristensen, Dennis, 2012. "Testing conditional factor models," Journal of Financial Economics, Elsevier, vol. 106(1), pages 132-156.
    4. Michelle J. White & Ning Zhu, 2010. "Saving Your Home in Chapter 13 Bankruptcy," The Journal of Legal Studies, University of Chicago Press, vol. 39(1), pages 33-61, January.
    5. Musto, David K. & Souleles, Nicholas S., 2006. "A portfolio view of consumer credit," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 59-84, January.
    6. Shanken, Jay, 1992. "On the Estimation of Beta-Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 5(1), pages 1-33.
    7. Alejandro Justiniano & Giorgio E. Primiceri & Andrea Tambalotti, 2019. "Credit Supply and the Housing Boom," Journal of Political Economy, University of Chicago Press, vol. 127(3), pages 1317-1350.
    8. Kristopher Gerardi & Kyle F. Herkenhoff & Lee E. Ohanian & Paul S. Willen, 2018. "Can’t Pay or Won’t Pay? Unemployment, Negative Equity, and Strategic Default," The Review of Financial Studies, Society for Financial Studies, vol. 31(3), pages 1098-1131.
    9. Astrid A. Dick & Andreas Lehnert, 2010. "Personal Bankruptcy and Credit Market Competition," Journal of Finance, American Finance Association, vol. 65(2), pages 655-686, April.
    10. Berkowitz, Jeremy & Hynes, Richard, 1999. "Bankruptcy Exemptions and the Market for Mortgage Loans," Journal of Law and Economics, University of Chicago Press, vol. 42(2), pages 809-830, October.
    11. Cowan, Adrian M. & Cowan, Charles D., 2004. "Default correlation: An empirical investigation of a subprime lender," Journal of Banking & Finance, Elsevier, vol. 28(4), pages 753-771, April.
    12. Chintal Desai & Gregory Elliehausen & Edward Lawrence, 2014. "On the County-Level Credit Outcome Beta," Journal of Financial Services Research, Springer;Western Finance Association, vol. 45(2), pages 201-218, April.
    13. Huang, Rocco R., 2008. "Evaluating the real effect of bank branching deregulation: Comparing contiguous counties across US state borders," Journal of Financial Economics, Elsevier, vol. 87(3), pages 678-705, March.
    14. Lewellen, Jonathan & Nagel, Stefan, 2006. "The conditional CAPM does not explain asset-pricing anomalies," Journal of Financial Economics, Elsevier, vol. 82(2), pages 289-314, November.
    15. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    16. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    17. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
    18. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    19. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    20. MacKinlay, A Craig & Richardson, Matthew P, 1991. "Using Generalized Method of Moments to Test Mean-Variance Efficiency," Journal of Finance, American Finance Association, vol. 46(2), pages 511-527, June.
    21. Li, Yan & Yang, Liyan, 2011. "Testing conditional factor models: A nonparametric approach," Journal of Empirical Finance, Elsevier, vol. 18(5), pages 972-992.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Consumer credit; Default; Personal Bankruptcy; Empirical Asset pricing; Household Finance;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers

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