Preprint
Aug 2026
Semi-supervised Concordance Learning for Optimal Individual Treatment Regimes
A semi-parametric inference method for optimal treatment regimes, which leverages outcome- unlabeled samples with complete covariate and treatment information to enhance estimation efficiency and establish the consistency and asymptotic normality of the proposed estimators.
Mengjiao Peng, Yong Zhou, Wenbin Lu
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