Avoiding the Unconfoundednes Assumption: Counterfactual Inference Considering Unobserved Confounders

Yonghe Zhao; Yun Peng; Huiyan Sun

doi:10.1007/978-981-97-7812-6_1

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Avoiding the Unconfoundednes Assumption: Counterfactual Inference Considering Unobserved Confounders

Yonghe Zhao Yun Peng Huiyan Sun

Year: 2024 Communications in computer and information science Pages: 1-14 Publisher: Springer Science+Business Media

DOI: 10.1007/978-981-97-7812-6_1

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Keywords:

Counterfactual thinking Confounding Inference Econometrics Statistics Computer science Mathematics Artificial intelligence Psychology Social psychology

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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 in Clinical Trials

Physical Sciences → Mathematics → Statistics and Probability

Avoiding the Unconfoundednes Assumption: Counterfactual Inference Considering Unobserved Confounders

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