Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding

Jiajing Zheng, Alexander D'Amour, Alexander Franks. Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 3608-3626, PMLR, 2022. [doi]

Authors

Jiajing Zheng

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Alexander D'Amour

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Alexander Franks

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