Shpitser, Ilya

A New Criterion for Confounder Selection

VanderWeele, T. J., & Shpitser, I. (2011) · Biometrics

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 434

On the definition of a confounder

VanderWeele, T. J., & Shpitser, I. (2013) · The Annals of Statistics

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 268

Counterfactual graphical models for longitudinal mediation analysis with unobserved confounding

Shpitser, I. (2013) · Cognitive Science

Advanced Causal Inference TechniquesBayesian Modeling and Causal Inference

Cited by 106

Fair Inference on Outcomes

Nabi, R., & Shpitser, I. (2018) · Proceedings of the AAAI Conference on Artificial Intelligence

Advanced Causal Inference TechniquesEthics and Social Impacts of AI

Cited by 20