Bayes-optimal prediction with frequentist coverage control
Bayes-optimal prediction with frequentist coverage control
This article illustrates how indirect or prior information can be optimally used to construct a prediction region that maintains a target frequentist coverage rate. If the indirect information is accurate, the volume of the prediction region is lower on average than that of other regions with the same coverage rate. …