Jansen, Mark; Nguyen, Hieu; Shams, Amin - 2020
Using a randomized experiment in the auto lending industry, we provide causal evidence of higher loan profitability and lower default rates with algorithmic machine underwriting, relative to human underwriting. We find that machine-underwritten loans generate 10.2% higher profit than...