Publications
An average-case sensitivity analysis for unmeasured confounding
– Biometrika
(2026)
asag030
(doi: 10.1093/biomet/asag030)
Optimization-Based Sensitivity Analysis for Unmeasured Confounding Using Partial Correlations
– Journal of Computational And Graphical Statistics (JCGS)
(2026)
35,
902
Confounder Selection via Iterative Graph Expansion
– The Annals of Statistics
(2026)
54,
516
(doi: 10.1214/25-AOS2577)
Causal mediation analysis for time-varying heritable risk factors with Mendelian randomization
– Nature communications
(2025)
16,
6945
(doi: 10.1038/s41467-025-61648-7)
On statistical and causal models associated with acyclic directed mixed graphs
(2025)
A Graphical Approach to State Variable Selection in Off-policy Learning
(2025)
Counterfactual explainability of black-box prediction models
– Proceedings of Machine Learning Research
(2025)
275,
1174
Multiple conditional randomization tests for lagged and spillover treatment effects
– Biometrika
(2024)
112,
asae042
(doi: 10.1093/biomet/asae042)
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