Develops optimal encouragement policies distinguishing responsiveness from efficacy, targeting induced take-up for fairness under budget constraints in non-adherence settings.
arXiv preprint arXiv:2106.05498 , year=
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Multiple accurate recidivism models agree more than worst-case theory predicts, and assigning the lowest risk score among them effectively mitigates predictive arbitrariness.
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Mind the Gap: Optimal and Equitable Encouragement Policies
Develops optimal encouragement policies distinguishing responsiveness from efficacy, targeting induced take-up for fairness under budget constraints in non-adherence settings.