Self-Selection and Tests for Bias and Risk in Mortgage Lending: Can You Price the Mortgage If You Don't Know the Process?
Robert F. Phillips () and
Anthony M.J. Yezer ()
Additional contact information Anthony M.J. Yezer: Department of Economics The George Washington University Washington, D.C. 20052, http://www.hfni.gsehd.gwu.edu/~econ/
Abstract:
There is increasing interest in understanding the determinants of mortgage rejection by lenders and default by borrowers. Although many researchers have proposed simple single-equation models of rejection and default, we argue that far more complex econometric specifications are needed. This paper focuses attention on problems of sample selection in the process creating a sample of applicants for conventional mortgages. We illustrate that corrections for sample selection bias may have a substantial effect on estimation results and hence should not be ignored in studies of mortgage rejection or default.
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