An Empirical Bayes Robust Meta-Analytical-Predictive Prior to Adaptively Leverage External Data

Hongtao Zhang, Yueqi Shen, Alan Y Chiang +1

We propose a novel empirical Bayes robust MAP (EB-rMAP) prior to adaptively leverage external/historical data. Built on Box's prior predictive p-value, the EB-rMAP prior framework…