3 papers
stat.ME2025
Large Sample Inference with Dynamic Information Borrowing
Sergey Tarima, Silvia Calderazzo, Mary Homan
Large sample behavior of dynamic information borrowing (DIB) estimators is investigated. Asymptotic properties of several DIB approaches (adaptive risk minimization, adaptive LASSO…
stat.ME2024
Information borrowing in Bayesian clinical trials: choice of tuning parameters for the robust mixture prior
Vivienn Weru, Annette Kopp-Schneider, Manuel Wiesenfarth +2
External data borrowing in clinical trial designs has increased in recent years. This is accomplished in the Bayesian framework by specifying informative prior distributions. To mi…
stat.ME2022
Robust incorporation of historical information with known type I error rate inflation
Silvia Calderazzo, Annette Kopp-Schneider
Bayesian clinical trials can benefit of available historical information through the elicitation of informative prior distributions. Concerns are however often raised about the pot…