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stat.ME2026
Shrinkage through multiple identifiability
Carlos García Meixide, David Ríos Insua
We propose an empirical Bayes framework for combining estimators obtained from multiple identification functionals associated with the same estimand. We adaptively pool a collectio…
stat.ME2025
Predictive posteriors under hidden confounding
Carlos García Meixide, David Ríos Insua
Predicting outcomes in external domains is challenging due to hidden confounders that potentially influence both predictors and outcomes. Well-established methods frequently rely o…