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stat.ME2025
Bayesian Semiparametric Causal Inference: Targeted Doubly Robust Estimation of Treatment Effects
Gözde Sert, Abhishek Chakrabortty, Anirban Bhattacharya
We propose a semiparametric Bayesian methodology for estimating the average treatment effect (ATE) within the potential outcomes framework using observational data with high-dimens…
stat.ME2025
Bayesian Semi-supervised Inference via a Debiased Modeling Approach
Gözde Sert, Abhishek Chakrabortty, Anirban Bhattacharya
Inference in semi-supervised (SS) settings has gained substantial attention in recent years due to increased relevance in modern big-data problems. In a typical SS setting, there i…