Novel Criteria to Exclude the Surrogate Paradox and Their Optimalities

19 July 2016

Papers citing "Novel Criteria to Exclude the Surrogate Paradox and Their Optimalities"

5 / 5 papers shown

Title
Identification and Estimation of Long-Term Treatment Effects with Monotone Missing Qinwei Yang Ruocheng Guo Shasha Han Peng Wu 26 0 0 28 Apr 2025
Long-term Causal Inference via Modeling Sequential Latent Confounding Weilin Chen Ruichu Cai Yuguang Yan Zhifeng Hao José Miguel Hernández-Lobato CML 84 1 0 26 Feb 2025
Nonparametric Heterogeneous Long-term Causal Effect Estimation via Data Combination Weilin Chen Ruichu Cai Junjie Wan Zeqin Yang José Miguel Hernández-Lobato 55 1 0 26 Feb 2025
Long-term Causal Effects Estimation via Latent Surrogates Representation Learning Ruichu Cai Weilin Chen Zeqin Yang Shu Wan Chen Zheng Xiaoqing Yang Jiecheng Guo CML BDL 40 12 0 09 Aug 2022
On the role of surrogates in the efficient estimation of treatment effects with limited outcome data Nathan Kallus Xiaojie Mao 11 59 0 27 Mar 2020