Cook, Thomas R.; Palmer, Nathan - 2023
. Comparing aggregate outcomes does not clearly reveal bias, but with a GP model we can estimate individual counterfactual … outcomes. This approach can detect the bias in the lending model even when only a relatively small sample is available. To …