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American Journal of Epidemiology|June 21, 2024
Simple graphical rules for assessing selection bias in general-population and selected-sample treatment effectsMaya B Mathur, Ilya ShpitserAmerican Journal of Epidemiology|January 6, 2026
Resurrecting complete-case analysis: A defenseMaya B Mathur, Ilya Shpitser, Tyler J VanderWeeleCognitive Science|August 1, 2013
Counterfactual graphical models for longitudinal mediation analysis with unobserved confoundingIlya ShpitserJournal De La Societe Francaise De Statistique (2009)|November 26, 2020
Identification in Causal Models With Hidden VariablesIlya ShpitserUncertainty in Artificial Intelligence : Proceedings of the ... Conference. Conference on Uncertainty in Artificial Intelligence|October 1, 2019
Identification of Personalized Effects Associated With Causal PathwaysIlya Shpitser, Eli ShermanProceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence|May 26, 2018
Fair Inference on OutcomesRazieh Nabi, Ilya ShpitserUncertainty in Artificial Intelligence : Proceedings of the ... Conference. Conference on Uncertainty in Artificial Intelligence|December 31, 2019
Intervening on Network TiesEli Sherman, Ilya ShpitserProceedings of Machine Learning Research|April 16, 2019
Structure Learning Under Missing DataAlexander Gain, Ilya ShpitserAdvances in Neural Information Processing Systems|January 16, 2019
Identification and Estimation Of Causal Effects from Dependent DataEli Sherman, Ilya ShpitserProceedings of Machine Learning Research|December 9, 2020
Deriving Bounds and Inequality Constraints Using Logical Relations Among CounterfactualsNoam Finkelstein, Ilya ShpitserPageof 12