Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization
Under review; revision in progress. This overview refers to the linked public preprint.
A framework for estimating responses to continuous credit offers using residualization, disentangled representations, and treatment sensitivities. This reading examines its assumptions, reported evidence, and the distinction between causal estimation and policy optimization.
My role
First author and project lead (current revision).