Develops m-th order estimators for dose-response functions based on higher-order influence functions that attain the fastest known convergence rates under stated conditions.
Semiparametric efficient empirical higher order influence function estimators
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Stochastic intervention optimizes treatment distributions to maximize expected potential outcomes when treatment count varies with n.
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Fast convergence rates for dose-response estimation
Develops m-th order estimators for dose-response functions based on higher-order influence functions that attain the fastest known convergence rates under stated conditions.
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Stochastic Intervention
Stochastic intervention optimizes treatment distributions to maximize expected potential outcomes when treatment count varies with n.