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Journal of the American Statistical Association|August 9, 2021
Auto-G-Computation of Causal Effects on a NetworkEric J Tchetgen Tchetgen, Isabel R Fulcher, Ilya Shpitser
Uncertainty in Artificial Intelligence : Proceedings of the ... Conference. Conference on Uncertainty in Artificial Intelligence|December 31, 2019
Identification In Missing Data Models Represented By Directed Acyclic GraphsRohit Bhattacharya, Razieh Nabi, Ilya Shpitser, et al.
Biometrics|July 25, 2023
A self-censoring model for multivariate nonignorable nonmonotone missing dataYilin Li, Wang Miao, Ilya Shpitser, et al.
Journal of the Royal Statistical Society. Series B, Statistical Methodology|February 3, 2021
Robust inference on population indirect causal effects: the generalized front door criterionIsabel R Fulcher, Ilya Shpitser, Stella Marealle, et al.
Biometrics|September 12, 2021
Discussion on "Causal mediation of semicompeting risks" by Yen-Tsung HuangIsabel R Fulcher, Ilya Shpitser, Vanessa Didelez, et al.
Journal of the American Statistical Association|February 12, 2020
Quantifying an Adherence Path-Specific Effect of Antiretroviral Therapy in the Nigeria PEPFAR ProgramCaleb H Miles, Ilya Shpitser, Phyllis Kanki, et al.
The Journals of Gerontology. Series A, Biological Sciences and Medical Sciences|March 4, 2023
Examining the Causal Mediating Role of Cardiovascular Disease on the Effect of Subclinical Cardiovascular Disease on Cognitive Impairment via Separable EffectsRyan M Andrews, Ilya Shpitser, Vanessa Didelez, et al.
Journal of the Royal Statistical Society. Series A, (Statistics in Society)|July 29, 2021
Examining the causal mediating role of brain pathology on the relationship between diabetes and cognitive impairment: the Cardiovascular Health StudyRyan M Andrews, Ilya Shpitser, Oscar Lopez, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium|June 2, 2018
Leveraging Clinical Time-Series Data for Prediction: A Cautionary TaleEli Sherman, Hitinder Gurm, Ulysses Balis, et al.
Plos One|April 24, 2020
Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performanceKenneth D Roe, Vibhu Jawa, Xiaohan Zhang, et al.
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