Doubly Robust Proximal Causal Learning for Continuous Treatments

22 September 2023

Papers citing "Doubly Robust Proximal Causal Learning for Continuous Treatments"

6 / 6 papers shown

Title
The Blessings of Multiple Treatments and Outcomes in Treatment Effect Estimation Yong Wu Mingzhou Liu Jing Yan Yanwei Fu Shouyan Wang Yizhou Wang Xinwei Sun CML 8 0 0 29 Sep 2023
A New Central Limit Theorem for the Augmented IPW Estimator: Variance Inflation, Cross-Fit Covariance and Beyond Kuanhao Jiang Rajarshi Mukherjee Subhabrata Sen Pragya Sur 13 11 0 20 May 2022
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction Benjamin Kompa David R. Bellamy Thomas Kolokotrones J. M. Robins Andrew L. Beam 26 12 0 19 May 2022
Proximal Causal Inference for Complex Longitudinal Studies Andrew Ying Wang Miao Xu Shi E. T. Tchetgen 16 38 0 15 Sep 2021
Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding Zhengling Qi Rui Miao Xiaoke Zhang CML 15 28 0 03 May 2021
Automatic Double Machine Learning for Continuous Treatment Effects Sylvia Klosin 18 8 0 21 Apr 2021