Proximal Mediation Analysis with Hidden Recanting Witnesses
Sihan Wu, Yang Bai, Yifan Cui
stat.ME, math.ST, stat.ML
Submitted: 2026-06-16
Code: https://github.com/SihanWu03/Proximal-mediation-analysis-with-hidden-recanting-witnesses
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Proximal Path-Specific Inference
- Double Fairness Policy Learning: Integrating Action Fairness and Outcome Fairness in Decision-making
- On Multiple Robustness of Proximal Dynamic Treatment Regimes
- Proximal Causal Inference for Hidden Outcomes
- Causal Inference Under Unmeasured Confounding With Negative Controls: A Minimax Learning Approach
- Adaptive Proximal Causal Inference with Some Invalid Proxies
- An Introduction to Proximal Causal Learning
- Proximal Causal Inference for Marginal Counterfactual Survival Curves
- Fortified Proximal Causal Inference with Many Invalid Proxies
- Causal Inference with a Hidden Treatment
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