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causal inference 1cumulative probability model 1doubly robust estimation 1quantile treatment effect 1semiparametric models 1

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1 paper

stat.ME2026

Doubly Robust Estimators of Quantile Treatment Effects With Semiparametric Cumulative Probability Models

Hao Wu, Chun Li, Bryan E. Shepherd

The paper proposes doubly robust semiparametric methods based on cumulative probability models to estimate quantile treatment effects and related distributional measures, providing…