Robust Inference Using Inverse Probability Weighting

26 October 2018

Papers citing "Robust Inference Using Inverse Probability Weighting"

8 / 8 papers shown

Title
Heavy Tail Robust Estimation and Inference for Average Treatment Effects Jonathan B. Hill Saraswata Chaudhuri 70 17 0 11 Dec 2024
Controlling for Unobserved Confounding with Large Language Model Classification of Patient Smoking Status Samuel Lee Zach Wood-Doughty CML 45 0 0 05 Nov 2024
VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference Yonghe Zhao Q. Huang Siwei Wu Yun Peng H. Sun BDL CML 19 0 0 02 Aug 2023
Causal survival embeddings: non-parametric counterfactual inference under censoring Carlos García-Meixide Marcos Matabuena CML 36 5 0 20 Jun 2023
Kernel-based off-policy estimation without overlap: Instance optimality beyond semiparametric efficiency Wenlong Mou Peng Ding Martin J. Wainwright Peter L. Bartlett OffRL 14 10 0 16 Jan 2023
Causal Inference of General Treatment Effects using Neural Networks with A Diverging Number of Confounders Xiaohong Chen Y. Liu Shujie Ma Zheng-Zhong Zhang CML 12 11 0 15 Sep 2020
Conformal Inference of Counterfactuals and Individual Treatment Effects Lihua Lei Emmanuel J. Candès CML 8 188 0 11 Jun 2020
Balanced off-policy evaluation in general action spaces A. Sondhi David Arbour Drew Dimmery OffRL 15 17 0 09 Jun 2019