A portfolio view of consumer credit
To compute risk-adjusted returns and gauge the volatility of their portfolios, lenders need to know the covariances of their loans' returns with aggregate returns. Cross-sectional differences in these covariances also provide insight into the nature of the shocks hitting different types of consumers. We use a unique panel dataset of credit bureau records to measure the 'covariance risk' of individual consumers, i.e., the covariance of their default risk with aggregate consumer default rates, and more generally to analyze the cross-sectional distribution of credit, including the effects of credit scores. We obtain two key sets of results. First, there is significant systematic heterogeneity in covariance risk across consumers with different characteristics. Consumers with high covariance risk tend to also have low credit scores (high default probabilities). Second, the amount of credit obtained by consumers significantly increases with their credit scores, and significantly decreases with their covariance risk (especially revolving credit), though the effect of covariance risk is smaller in magnitude.
(This abstract was borrowed from another version of this item.)
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
References listed on IDEAS
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.:
- William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, 09.
- David K. Musto, 2004. "What Happens When Information Leaves a Market? Evidence from Postbankruptcy Consumers," The Journal of Business, University of Chicago Press, vol. 77(4), pages 725-748, October.
- David B. Gross, 2002.
"An Empirical Analysis of Personal Bankruptcy and Delinquency,"
Review of Financial Studies,
Society for Financial Studies, vol. 15(1), pages 319-347, March.
- David B. Gross & Nicholas S. Souleles, 1999. "An Empirical Analysis of Personal Bankruptcy and Delinquency," Center for Financial Institutions Working Papers 98-28, Wharton School Center for Financial Institutions, University of Pennsylvania.
- David B. Gross & Nicholas S. Souleles, 2001. "An Empirical Analysis of Personal Bankruptcy and Delinquency," NBER Working Papers 8409, National Bureau of Economic Research, Inc.
- 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 607-36, May-June.
- Souleles, Nicholas S, 2004. "Expectations, Heterogeneous Forecast Errors, and Consumption: Micro Evidence from the Michigan Consumer Sentiment Surveys," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(1), pages 39-72, February.
- Samuel Hanson & M. Hashem Pesaran & Til Schuermann, 2005.
"Firm Heterogeneity and Credit Risk Diversification,"
CESifo Working Paper Series
1531, CESifo Group Munich.
- Hanson, Samuel G. & Pesaran, M. Hashem & Schuermann, Til, 2008. "Firm heterogeneity and credit risk diversification," Journal of Empirical Finance, Elsevier, vol. 15(4), pages 583-612, September.
- David B. Gross & Nicholas S. Souleles, 2002.
"Do Liquidity Constraints And Interest Rates Matter For Consumer Behavior? Evidence From Credit Card Data,"
The Quarterly Journal of Economics,
MIT Press, vol. 117(1), pages 149-185, February.
- David B. Gross & Nicholas S. Souleles, 2001. "Do Liquidity Constraints and Interest Rates Matter for Consumer Behavior? Evidence from Credit Card Data," NBER Working Papers 8314, National Bureau of Economic Research, Inc.
- Souphala Chomsisengphet & Ronel Elul, 2005. "Bankruptcy exemptions, credit history, and the mortgage market," Working Papers 04-14, Federal Reserve Bank of Philadelphia.
- Irina Barakova & Raphael Bostic & Paul Calem & Susan Wachter, .
"Does Credit Quality Matter for Homeownership?,"
Zell/Lurie Center Working Papers
410, Wharton School Samuel Zell and Robert Lurie Real Estate Center, University of Pennsylvania.
- Anthony Pennington-Cross & Joseph Nichols, 2000.
"Credit History and the FHA-Conventional Choice,"
Real Estate Economics,
American Real Estate and Urban Economics Association, vol. 28(2), pages 307-336.
When requesting a correction, please mention this item's handle: RePEc:eee:moneco:v:53:y:2006:i:1:p:59-84. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Zhang, Lei)
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.