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The International Journal of Biostatistics|May 11, 2011
A complete graphical criterion for the adjustment formula in mediation analysisIlya Shpitser, Tyler J VanderWeeleAmerican Journal of Epidemiology|June 21, 2024
Simple graphical rules for assessing selection bias in general-population and selected-sample treatment effectsMaya B Mathur, Ilya ShpitserProceedings of Machine Learning Research|December 31, 2019
A Potential Outcomes Calculus for Identifying Conditional Path-Specific EffectsDaniel Malinsky, Ilya Shpitser, Thomas RichardsonProceedings of Machine Learning Research|December 31, 2019
Learning Optimal Fair PoliciesRazieh Nabi, Daniel Malinsky, Ilya ShpitserUncertainty in Artificial Intelligence : Proceedings of the ... Conference. Conference on Uncertainty in Artificial Intelligence|January 16, 2019
Estimation of Personalized Effects Associated With Causal PathwaysRazieh Nabi, Phyllis Kanki, Ilya ShpitserUncertainty in Artificial Intelligence : Proceedings of the ... Conference. Conference on Uncertainty in Artificial Intelligence|December 31, 2019
Causal Inference Under Interference And Network UncertaintyRohit Bhattacharya, Daniel Malinsky, Ilya ShpitserProceedings of Machine Learning Research|December 7, 2020
Full Law Identification in Graphical Models of Missing Data: Completeness ResultsRazieh Nabi, Rohit Bhattacharya, Ilya ShpitserAnnals of Statistics|January 16, 2016
Semiparametric Theory for Causal Mediation Analysis: efficiency bounds, multiple robustness, and sensitivity analysisEric J Tchetgen Tchetgen, Ilya ShpitserJournal of the Royal Statistical Society. Series A, (Statistics in Society)|July 28, 2021
Causal inference, social networks and chain graphsElizabeth L Ogburn, Ilya Shpitser, Youjin LeePageof 6