Learning Conditional Instrumental Variable Representation for Causal Effect Estimation

Debo Cheng; Ziqi Xu; Jiuyong Li; Lin Liu; Thuc Duy Le; Jixue Liu

doi:10.1007/978-3-031-43412-9_31

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Learning Conditional Instrumental Variable Representation for Causal Effect Estimation

Debo Cheng Ziqi Xu Jiuyong Li Lin Liu Thuc Duy Le Jixue Liu

Year: 2023 Lecture notes in computer science Pages: 525-540 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-031-43412-9_31

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Keywords:

Causal inference Estimator Confounding Instrumental variable Computer science Latent variable Representation (politics) Causal model Inference Set (abstract data type) Outcome (game theory) Observational study Econometrics Artificial intelligence Statistics Machine learning Mathematics

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Advanced Causal Inference Techniques

Physical Sciences → Mathematics → Statistics and Probability

Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Statistical Methods and Bayesian Inference

Physical Sciences → Mathematics → Statistics and Probability

Learning Conditional Instrumental Variable Representation for Causal Effect Estimation

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