Determinants of Automobile Loan Default and Prepayment

The authors examine whether a borrower's choice of automobile reveals information about future loan performance. They find that loans on most luxury automobiles have a higher probability of prepayment, while loans on most economy automobiles have a lower probability of default, even when holding traditional risk factors, such as income and credit score, constant.

[1]  Janice C. Eberly Adjustment of Consumers' Durables Stocks: Evidence from Automobile Purchases , 1994, Journal of Political Economy.

[2]  Donald C. Keenan,et al.  The valuation at origination of fixed-rate mortgages with default and prepayment , 1995 .

[3]  Arthur B. Kennickell,et al.  Recent changes in U.S. family finances: evidence from the 2001 and 2004 Survey of Consumer Finances , 2006 .

[4]  Andrey Pavlov Competing Risks of Mortgage Termination: Who Refinances, Who Moves, and Who Defaults? , 2001 .

[5]  What Drives Default and Prepayment on Subprime Auto Loans? , 2004 .

[6]  Yongheng Deng,et al.  Mortgage Termination: An Empirical Hazard Model with a Stochastic Term Structure , 1996 .

[7]  O. Attanasio,et al.  Credit Constraints in the Market for Consumer Durables: Evidence from Micro Data on Car Loans , 2000 .

[8]  John D. Kalbfleisch,et al.  The Statistical Analysis of Failure Data , 1986, IEEE Transactions on Reliability.

[9]  D. Cox,et al.  Analysis of Survival Data. , 1986 .

[10]  J. Kau,et al.  A Generalized Valuation Model for Fixed-Rate Residential Mortgages , 1992 .

[11]  John M. Quigley,et al.  Mortgage Terminations, Heterogeneity and the Exercise of Mortgage Options , 1999 .

[12]  David B. Gross,et al.  An Empirical Analysis of Personal Bankruptcy and Delinquency , 2002 .

[13]  Mortgage Terminations, Heterogeneity and the Exercise of Mortgage Options , 1999 .

[14]  J. Quigley,et al.  Woodhead Behavior and the Pricing of Residential Mortgages , 2004 .

[15]  C. Corrado,et al.  Incentives and Prices for Motor Vehicles: What Has Been Happening in Recent Years? , 2006 .

[16]  J. Kalbfleisch,et al.  The Statistical Analysis of Failure Time Data , 1980 .

[17]  Andrew Goodman-Bacon,et al.  How Do EITC Recipients Spend Their Refunds? , 2008 .

[18]  A. Sanders,et al.  Commercial Mortgage-Backed Securities: Prepayment and Default , 2001 .

[19]  Orazio Attanasio,et al.  Consumer Durables and Inertial Behavior: Estimation and Aggregation of (S,S) Rules , 1995 .