2 papers
stat.ME2026
Stress-Testing Assumptions: A Guide to Bayesian Sensitivity Analyses in Causal Inference
Arman Oganisian
While observational data are routinely used to estimate causal effects of biomedical treatments, doing so requires special methods to adjust for observed confounding. These methods…
stat.ME2024
Bayesian Counterfactual Prediction Models for HIV Care Retention with Incomplete Outcome and Covariate Information
Arman Oganisian, Joseph Hogan, Edwin Sang +4
Like many chronic diseases, human immunodeficiency virus (HIV) is managed over time at regular clinic visits. At each visit, patient features are assessed, treatments are prescribe…