Ancestral Instrument Method for Causal Inference without Complete
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Ancestral Instrument Method for Causal Inference without Complete Knowledge

11 January 2022

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Papers citing "Ancestral Instrument Method for Causal Inference without Complete Knowledge"

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Title
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Jixue Liu T. Le CML 68 6 0 03 Oct 2023
Instrumental Variables in Causal Inference and Machine Learning: A Survey Anpeng Wu Kun Kuang Ruoxuan Xiong Leilei Gan SyDa CML 87 7 0 12 Dec 2022
Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey Debo Cheng Jiuyong Li Lin Liu Jixue Liu T. Le CML 94 32 0 20 Aug 2022
Discovering Ancestral Instrumental Variables for Causal Inference from Observational Data Debo Cheng Jiuyong Li Lin Liu Kui Yu Thuc Duy Lee Hefei University of Technology CML 59 15 0 04 Jun 2022