Elias Bareinboim - Concepedia

Author

Elias Bareinboim

Purdue University West Lafayette

Also Known As

Bareinboim, Elias, Elias Bareinboim, Hoefler, Torsten

146

Publications

3.3K

Citations

H-Index

103

Concepts

All Affiliations

Purdue University West Lafayette University of California, Los Angeles Columbia University Iowa State University IBM (United States)

About

Elias Bareinboim is an author at Purdue University West Lafayette specializing in causal inference, engineering, and statistics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	23	34	1.8K
2	Business	6	6	243
3	Management	5	5	539
4	Law	3	3	242
5	Education	2	2	50

Elias Bareinboim

Publications

2.6K

Citations

H-Index

Page 1

	Year	Citations
Causal inference and the data-fusion problem Elias Bareinboim, Judea Pearl Proceedings of the National Academy of Sciences Causal ModelCross-population BiasesEngineeringSelection BiasData Science	2016	594
A General Algorithm for Deciding Transportability of Experimental Results Elias Bareinboim, Judea Pearl Journal of Causal Inference Generalizability TheoryField ExperimentOptimal Experimental DesignSimulationQuasi-experiment	2013	203
Fairness in Decision-Making — The Causal Explanation Formula Junzhe Zhang, Elias Bareinboim Proceedings of the AAAI Conference on Artificial Intelligence Behavioral Decision MakingAi DesignerLawCriminal LawTechnology Law	2018	193
Transportability of Causal and Statistical Relations: A Formal Approach Judea Pearl, Elias Bareinboim EngineeringFormal ApproachPassive ObservationsCausal InferenceData Science	2011	179
Recovering from Selection Bias in Causal and Statistical Inference Elias Bareinboim, Jin Tian, Judea Pearl Proceedings of the AAAI Conference on Artificial Intelligence Bias DetectionEngineeringSelection BiasData ScienceConditional Probabilities	2014	90
Bandits with unobserved confounders: a causal approach Elias Bareinboim, Andrew Forney, Judea Pearl neural information processing systems Active InterventionRational AgentBehavioral Decision MakingGame TheoryCausal Inference	2015	87
Controlling Selection Bias in Causal Inference Elias Bareinboim, Judea Pearl Proceedings of the AAAI Conference on Artificial Intelligence Preferential ExclusionBias DetectionEngineeringSelection BiasData Science	2011	85
Causal inference and data fusion in econometrics Paul Hünermund, Elias Bareinboim Econometrics Journal Artificial IntelligenceEngineeringApplied EconometricsCausal Relation ExtractionCausal Inference	2023	64
Transportability of Causal and Statistical Relations: A Formal Approach Judea Pearl, Elias Bareinboim Proceedings of the AAAI Conference on Artificial Intelligence EngineeringFormal ApproachPassive ObservationsCausal InferenceData Science	2011	56
Causal Inference by Surrogate Experiments: z-Identifiability Elias Bareinboim, Judea Pearl arXiv (Cornell University) EngineeringSemanticsCausal Relation ExtractionCausal InferenceCausal Effect	2012	44

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