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Observational Studies|June 9, 2025
Priors and Propensity Scores in Bayesian Causal InferenceArman Oganisian, Antonio LineroEpidemiology (Cambridge, Mass.)|January 8, 2026
Considerations for Estimating Causal Effects of Informatively Timed TreatmentsArman OganisianObservational Studies|March 6, 2026
causalBETA: An R Package for Bayesian Semiparametric Causal Inference with Event-Time OutcomesHan Ji, Arman OganisianStatistics in Medicine|October 5, 2020
A practical introduction to Bayesian estimation of causal effects: Parametric and nonparametric approachesArman Oganisian, Jason A RoyThe International Journal of Biostatistics|December 30, 2022
Hierarchical Bayesian bootstrap for heterogeneous treatment effect estimationArman Oganisian, Nandita Mitra, Jason A RoyBiometrics|March 4, 2020
A Bayesian nonparametric model for zero-inflated outcomes: Prediction, clustering, and causal estimationArman Oganisian, Nandita Mitra, Jason A RoyBiometrics|April 17, 2026
Bayesian shrinkage priors for penalized synthetic control estimators in the presence of spilloversEsteban Fernández-Morales, Arman Oganisian, Youjin LeeBiometrics|December 10, 2024
A Bayesian framework for causal analysis of recurrent events with timing misalignmentArman Oganisian, Anthony Girard, Jon A Steingrimsson, et al.Statistical Science : a Review Journal of the Institute of Mathematical Statistics|December 19, 2024
Scalable Empirical Bayes Inference and Bayesian Sensitivity AnalysisHani Doss, Antonio LineroBiostatistics (Oxford, England)|January 17, 2024
Bayesian semiparametric model for sequential treatment decisions with informative timingArman Oganisian, Kelly D Getz, Todd A Alonzo, et al.Pageof 4