57
Publications
3.2K
Citations
27
H-Index
2002
Active since
Ilya Shpitser is an author at Johns Hopkins University specializing in engineering, causal inference, and data science.
Top concepts
EngineeringStatisticsCausal InferenceData SciencePublic HealthStatistical InferenceCausal ReasoningKnowledge DiscoveryMedicineComputer Science
Publications per year
2002–2024
57
57
A New Criterion for Confounder Selection
Tyler J. VanderWeele, Ilya Shpitser · Biometrics · 2011 · 415 citations
Identity Uncertainty and Citation Matching
Hanna Pasula, Bhaskara Marthi, Brian Milch et al. · 2002 · 275 citations
On the definition of a confounder
Tyler J. VanderWeele, Ilya Shpitser · The Annals of Statistics · 2013 · 256 citations · Full text
Identifiability of path-specific effects
Chen Avin, Ilya Shpitser, Judea Pearl · eScholarship (California Digital Library) · 2005 · 194 citations · Full text
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