Optimal confidence intervals for bounded parameters (a correct alternative to the recipe of Feldman and Cousins)

Abstract

A priori bound for the parameter to be estimated is incorporated into confidence intervals within frequentistic approach in a straightforward and optimal fashion, ensuring the best resolution of non-boundary values as well as robustness for non-physical values of the estimator.