| Identity uncertainty and citation matching H Pasula, B Marthi, B Milch, SJ Russell, I Shpitser Advances in neural information processing systems, 1425-1432, 2003 | 415 | 2003 |
| Identifiability of path-specific effects C Avin, I Shpitser, J Pearl | 290 | 2005 |
| A new criterion for confounder selection TJ VanderWeele, I Shpitser Biometrics 67 (4), 1406-1413, 2011 | 289 | 2011 |
| On the definition of a confounder TJ VanderWeele, I Shpitser Annals of statistics 41 (1), 196, 2013 | 244 | 2013 |
| Identification of joint interventional distributions in recursive semi-Markovian causal models I Shpitser, J Pearl Proceedings of the National Conference on Artificial Intelligence 21 (2), 1219, 2006 | 241 | 2006 |
| Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness, and sensitivity analysis EJT Tchetgen, I Shpitser Annals of statistics 40 (3), 1816, 2012 | 224 | 2012 |
| Fair inference on outcomes R Nabi, I Shpitser Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 202 | 2018 |
| Identification of conditional interventional distributions I Shpitser, J Pearl arXiv preprint arXiv:1206.6876, 2012 | 192 | 2012 |
| Complete identification methods for the causal hierarchy I Shpitser, J Pearl Journal of Machine Learning Research 9, 1941-1979, 2008 | 158 | 2008 |
| On the validity of covariate adjustment for estimating causal effects I Shpitser, T VanderWeele, JM Robins arXiv preprint arXiv:1203.3515, 2012 | 136 | 2012 |
| Counterfactual graphical models for longitudinal mediation analysis with unobserved confounding I Shpitser Cognitive science 37 (6), 1011-1035, 2013 | 87 | 2013 |
| Nested Markov properties for acyclic directed mixed graphs TS Richardson, RJ Evans, JM Robins, I Shpitser arXiv preprint arXiv:1701.06686, 2017 | 78 | 2017 |
| What counterfactuals can be tested I Shpitser, J Pearl arXiv preprint arXiv:1206.5294, 2012 | 72 | 2012 |
| On the identification of causal effects J Tian, I Shpitser | 60 | 2003 |
| Effects of treatment on the treated: Identification and generalization I Shpitser, J Pearl arXiv preprint arXiv:1205.2615, 2012 | 51 | 2012 |
| Dormant independence I Shpitser, J Pearl AAAI Press, 2008 | 49 | 2008 |
| Introduction to nested Markov models I Shpitser, RJ Evans, TS Richardson, JM Robins Behaviormetrika 41 (1), 3-39, 2014 | 46 | 2014 |
| A complete graphical criterion for the adjustment formula in mediation analysis I Shpitser, TJ VanderWeele The international journal of biostatistics 7 (1), 2011 | 46 | 2011 |
| Cardiovascular risk prevention and all-cause mortality in primary care patients with an abdominal aortic aneurysm SS Bahia, A Vidal-Diez, SRK Seshasai, I Shpitser, JR Brownrigg, ... Journal of British Surgery 103 (12), 1626-1633, 2016 | 41 | 2016 |
| Missing data as a causal and probabilistic problem In Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence S Ilya, M Karthika, P Judea AUAI Press, 2015 | 41* | 2015 |
