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Annals of Statistics|December 30, 2014
On the definition of a confounderTyler J VanderWeele, Ilya ShpitserAnnals of Statistics|September 19, 2017
CAUSAL INFERENCE WITH A GRAPHICAL HIERARCHY OF INTERVENTIONSIlya Shpitser, Eric Tchetgen TchetgenThe International Journal of Biostatistics|May 11, 2011
A complete graphical criterion for the adjustment formula in mediation analysisIlya Shpitser, Tyler J VanderWeeleProceedings 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 ShpitserPageof 12