Year |
Citation |
Score |
2020 |
Miles BCH, Shpitser I, Kanki P, Meloni S, Tchetgen EJT. On semiparametric estimation of a path-specific effect in the presence of mediator-outcome confounding. Biometrika. 107: 159-172. PMID 33390591 DOI: 10.1093/Biomet/Asz063 |
0.328 |
|
2019 |
Fulcher IR, Shpitser I, Marealle S, Tchetgen Tchetgen EJ. Robust inference on population indirect causal effects: the generalized front door criterion Journal of the Royal Statistical Society: Series B (Statistical Methodology). 82: 199-214. DOI: 10.1111/Rssb.12345 |
0.312 |
|
2017 |
Miles CH, Shpitser I, Kanki P, Meloni S, Tchetgen EJT. Quantifying an Adherence Path-Specific Effect of Antiretroviral Therapy in the Nigeria PEPFAR Program. Journal of the American Statistical Association. 112: 1443-1452. PMID 32042214 DOI: 10.1080/01621459.2017.1295862 |
0.31 |
|
2016 |
Shpitser I, Tchetgen ET. CAUSAL INFERENCE WITH A GRAPHICAL HIERARCHY OF INTERVENTIONS. Annals of Statistics. 44: 2433-2466. PMID 28919652 DOI: 10.1214/15-Aos1411 |
0.342 |
|
2015 |
Shpitser I, Mohan K, Pearl J. Missing data as a causal and probabilistic problem Uncertainty in Artificial Intelligence - Proceedings of the 31st Conference, Uai 2015. 802-811. |
0.401 |
|
2014 |
Tchetgen EJT, Shpitser I. Estimation of a semiparametric natural direct effect model incorporating baseline covariates Biometrika. 101: 849-864. PMID 25892739 DOI: 10.1093/Biomet/Asu044 |
0.329 |
|
2014 |
Shpitser I, Evans RJ, Richardson TS, Robins JM. Introduction to Nested Markov Models Behaviormetrika. 41: 3-39. DOI: 10.2333/Bhmk.41.3 |
0.316 |
|
2013 |
Shpitser I. Counterfactual graphical models for longitudinal mediation analysis with unobserved confounding. Cognitive Science. 37: 1011-35. PMID 23899340 DOI: 10.1111/Cogs.12058 |
0.319 |
|
2012 |
Tchetgen EJ, Shpitser I. Semiparametric Theory for Causal Mediation Analysis: efficiency bounds, multiple robustness, and sensitivity analysis. Annals of Statistics. 40: 1816-1845. PMID 26770002 DOI: 10.1214/12-Aos990 |
0.318 |
|
2011 |
VanderWeele TJ, Shpitser I. A new criterion for confounder selection. Biometrics. 67: 1406-13. PMID 21627630 DOI: 10.1111/J.1541-0420.2011.01619.X |
0.313 |
|
2011 |
Shpitser I, VanderWeele TJ. A complete graphical criterion for the adjustment formula in mediation analysis. The International Journal of Biostatistics. 7: 16. PMID 21556286 DOI: 10.2202/1557-4679.1297 |
0.343 |
|
2009 |
Shpitser I, Pearl J. Effects of treatment on the treated: Identification and generalization Proceedings of the 25th Conference On Uncertainty in Artificial Intelligence, Uai 2009. 514-521. |
0.393 |
|
2008 |
Shpitser I, Pearl J. Complete identification methods for the causal hierarchy Journal of Machine Learning Research. 9: 1941-1979. |
0.392 |
|
2008 |
Shpitser I, Pearl J. Dormant independence Proceedings of the National Conference On Artificial Intelligence. 2: 1081-1087. |
0.39 |
|
2007 |
Shpitser I, Pearl J. What counterfactuals can be tested Proceedings of the 23rd Conference On Uncertainty in Artificial Intelligence, Uai 2007. 352-359. |
0.348 |
|
2006 |
Shpitser I, Pearl J. Identification of joint interventional distributions in recursive semi-Markovian causal models Proceedings of the National Conference On Artificial Intelligence. 2: 1219-1226. |
0.477 |
|
2006 |
Shpitser I, Pearl J. Identification of conditional interventional distributions Proceedings of the 22nd Conference On Uncertainty in Artificial Intelligence, Uai 2006. 437-444. |
0.45 |
|
2005 |
Avin C, Shpitser I, Pearl J. Identifiability of path-specific effects Ijcai International Joint Conference On Artificial Intelligence. 357-363. |
0.459 |
|
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