Real Estate Economics · 1983 · 14 citations · 7 references
Social SciencesFinanceDiscriminationMortgage LawNon-discriminationAdverse SelectionApplicant EvaluationApplicant ScreeningMortgage LendingMortgage PolicySelection BiasBorrower Eligibility StandardsBorrower ScreeningLoan DiscriminationLoan ScreeningMortgage DiscriminationMortgage Lending DiscriminationMortgage Lending ProtectionMortgage Preapproval
Previous studies of lenders' decisions to accept or reject loan applications have not accounted for the possibility that lenders discourage written applications from members of protected classes, i.e., prescreening. This paper discusses how prescreening and self‐selection may bias the measurement of discrimination. Estimation techniques are developed that test and correct for such bias whether or not information is available on non‐applicants.
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Sample Selection Bias as a Specification Error
James J. Heckman · Econometrica · 1979 · 28.9K citations
Partial observability in bivariate probit models
Dale J. Poirier · Journal of Econometrics · 1980 · 557 citations