Ilya Shpitser
Ilya Shpitser
Malone Assistant Professor, Department of Computer Science, Johns Hopkins University
Verified email at cs.jhu.edu
Title
Cited by
Cited by
Year
Identity uncertainty and citation matching
H Pasula, B Marthi, B Milch, SJ Russell, I Shpitser
Advances in neural information processing systems 15, 1425-1432, 2002
3932002
Identifiability of path-specific effects
C Avin, I Shpitser, J Pearl
2442005
A new criterion for confounder selection
TJ VanderWeele, I Shpitser
Biometrics 67 (4), 1406-1413, 2011
2212011
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
1902006
Identification of conditional interventional distributions
I Shpitser, J Pearl
arXiv preprint arXiv:1206.6876, 2012
1722012
Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness, and sensitivity analysis
EJT Tchetgen, I Shpitser
Annals of statistics 40 (3), 1816, 2012
1702012
On the definition of a confounder
TJ VanderWeele, I Shpitser
Annals of statistics 41 (1), 196, 2013
1662013
Fair inference on outcomes
R Nabi, I Shpitser
Proceedings of the... AAAI Conference on Artificial Intelligence. AAAI …, 2018
1322018
Complete identification methods for the causal hierarchy
I Shpitser, J Pearl
Journal of Machine Learning Research 9 (Sep), 1941-1979, 2008
1322008
On the validity of covariate adjustment for estimating causal effects
I Shpitser, T VanderWeele, JM Robins
arXiv preprint arXiv:1203.3515, 2012
962012
Counterfactual graphical models for longitudinal mediation analysis with unobserved confounding
I Shpitser
Cognitive science 37 (6), 1011-1035, 2013
762013
Nested Markov properties for acyclic directed mixed graphs
TS Richardson, RJ Evans, JM Robins, I Shpitser
arXiv preprint arXiv:1701.06686, 2017
592017
What counterfactuals can be tested
I Shpitser, J Pearl
arXiv preprint arXiv:1206.5294, 2012
582012
On the identification of causal effects
J Tian, I Shpitser
512003
Dormant independence
I Shpitser, J Pearl
AAAI Press, 2008
472008
Effects of treatment on the treated: Identification and generalization
I Shpitser, J Pearl
arXiv preprint arXiv:1205.2615, 2012
442012
A complete graphical criterion for the adjustment formula in mediation analysis
I Shpitser, TJ VanderWeele
The international journal of biostatistics 7 (1), 2011
382011
Introduction to nested Markov models
I Shpitser, RJ Evans, TS Richardson, JM Robins
Behaviormetrika 41 (1), 3-39, 2014
362014
Rejoinder: to weight or not to weight? On the relation between inverse-probability weighting and principal stratification for truncation by death
EJT Tchetgen, MM Glymour, I Shpitser, J Weuve
Epidemiology 23 (1), 132-137, 2012
342012
Missing data as a causal and probabilistic problem
I Shpitser, K Mohan, J Pearl
CALIFORNIA UNIV LOS ANGELES DEPT OF COMPUTER SCIENCE, 2015
322015
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