A Computer-Implemented Risk Prediction and Constrained Pricing Framework for Interest Rate Adjustment and Risk-Premium Redistribution in Subprime Auto Loans
This paper presents a computer-implemented framework that integrates gradient boosting, survival analysis, and constrained optimization to refine subprime auto loan pricing, significantly improving risk prediction accuracy and enabling more granular interest rate adjustments that lower rates for low-risk borrowers while adhering to profit and loss constraints.