Generalized treatment policies built from optimal transport couplings resolve the non-collapsing bound problem and give sharp, efficient sensitivity bounds for stochastic interventions.
(2018), Double/debiased machine learning for treatment and structural parameters,
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Stochastic interventions, sensitivity analysis, and optimal transport
Generalized treatment policies built from optimal transport couplings resolve the non-collapsing bound problem and give sharp, efficient sensitivity bounds for stochastic interventions.