2 papers
cs.LG2025
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization
Kexin Zhao, Bo Wang, Cuiying Zhao +1
Optimizing credit limits, interest rates, and loan terms is crucial for managing borrower risk and lifetime value (LTV) in personal loan platform. However, counterfactual estimatio…
stat.ME2024
Subgroup analysis in multi level hierarchical cluster randomized trials
Shubhadeep Chakraborty, Bo Wang, Ram Tiwari +1
Cluster or group randomized trials (CRTs) are increasingly used for both behavioral and system-level interventions, where entire clusters are randomly assigned to a study condition…