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Debiased Inverse Propensity Score Weighting for Estimation of Average Treatment Effects with High-Dimensional Confounders

Annals of Statistics (Ann. Stat.), 2020

17 November 2020

Yuhao Wang

Rajen Dinesh Shah

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Papers citing "Debiased Inverse Propensity Score Weighting for Estimation of Average Treatment Effects with High-Dimensional Confounders"

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Root-n consistent semiparametric learning with high-dimensional nuisance functions under minimal sparsity

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Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited OverlapSocial Science Research Network (SSRN), 2023

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Efficient and Robust Semi-supervised Estimation of ATE with Partially Annotated Treatment and Response

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Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmarkJournal of Biomedical Informatics (JBI), 2021

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