Multiply Robust Federated Estimation of Targeted Average Treatment Effects

22 September 2023

Papers citing "Multiply Robust Federated Estimation of Targeted Average Treatment Effects"

8 / 8 papers shown

Title
Federated Causal Inference in Healthcare: Methods, Challenges, and Applications Haoyang Li Jie Xu Kyra Gan Fei Wang Chengxi Zang FedML CML 33 0 0 04 May 2025
Prediction-powered Generalization of Causal Inferences Ilker Demirel Ahmed M. Alaa Anthony Philippakis David Sontag OOD 39 2 0 05 Jun 2024
Combining Experimental and Historical Data for Policy Evaluation Ting Li Chengchun Shi Qianglin Wen Yang Sui Yongli Qin Chunbo Lai Hongtu Zhu OffRL 46 0 0 01 Jun 2024
Multi-Source Conformal Inference Under Distribution Shift Yi Liu Alexander W. Levis Sharon-Lise T. Normand Larry Han OOD 34 7 0 15 May 2024
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis Tianyu Guo Sai Praneeth Karimireddy Michael I. Jordan FedML 28 1 0 24 Apr 2024
Federated Learning for Estimating Heterogeneous Treatment Effects Disha Makhija Joydeep Ghosh Yejin Kim CML FedML 40 2 0 27 Feb 2024
CausalMetaR: An R package for performing causally interpretable meta-analyses Guanbo Wang Sean McGrath Yi Lian CML 42 1 0 06 Feb 2024
FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings Jean Ogier du Terrail Quentin Klopfenstein Honghao Li Imke Mayer Nicolas Loiseau Mohammad Hallal Félix Balazard M. Andreux 18 2 0 28 Nov 2023