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distributional treatment effect

6 papers

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Also known as

DTE

Co-occurring keywords · papers mentioning both

conditional average treatment effect (2) causal inference (2) risk measure (1) doubly robust estimation (1) kernel methods (1) conditional distributional treatment effect (1) counterfactual distribution (1) regression adjustment (1) quantile treatment effect (1) asymptotic properties (1)

Papers

On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization ICML 2025 Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction ICML 2024 An Efficient Doubly-Robust Test for the Kernel Treatment Effect NeurIPS 2023 Robust and Agnostic Learning of Conditional Distributional Treatment Effects AISTATS 2023 Feature selection for discovering distributional treatment effect modifiers UAI 2022 Counterfactual Mean Embeddings JMLR 2021