Commentary on “Empirical profile Bayesian estimation for extrapolation of historical adult data to pediatric drug development”

Abstract

Bayesian borrowing has been a long-standing concept, but the difficulty has been that if the current data deviates from the historical information, often referred to as the prior-data conflict, then the simple traditional Bayesian approach will introduce bias and lead to a false positive decision