Unobserved Confounding
AKA: Sensitivity Analysis
A causal framework for distribution generalization(A? causal framework for distribution generalization)
References
Arjovsky, Martin, Léon Bottou, Ishaan Gulrajani, and David Lopez-Paz. 2020. “Invariant Risk Minimization.” arXiv. https://doi.org/10.48550/arXiv.1907.02893.
Veitch, Victor, and Anisha Zaveri. 2020. “Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding.” arXiv. https://doi.org/10.48550/arXiv.2003.01747.