Abstract: In this article we study the effects of bootstrap iteration as a method to improve the coverage accuracy of prediction intervals for `estimator-type' statistics. Both the mechanics and the asymptotic validity of the method are discussed.
Key words and phrases: Bootstrap, calibration, nonparametric, prediction interval.