This paper concerns the use of simulation procedures to construct secondorder accurate con dence limits having coverage error of order O(n ). An explicit formula for the analytical adjustment required in Efron's (1987) BCa percentile method is derived, automatic percentile methods that do not require analytical adjustments are proposed, and variance-stabilizing transformations designed to impro...