Principled Frequentist Estimation of Racial Disparity in Credit Approval under Unobserved Race

Sam Fisher, Dmitry Lesnik, Tobias Schäfer

Estimating racial disparities in loan-approval probabilities when race is unobserved is routinely required for fair lending compliance. In such cases, race probabilities-typically…