In a recent paper Hernandez and Johnson (1984) have given a procedure based on Bayesian statistical inference for selecting an extreme-value distribution to “best” fit available data. In this note we give an alternative derivation of part of their results. This derivation — based onstructural inference (Fraser 1968) — provides theoretical support for these results that would not be present on the basis of their derivation using Bayesian techniques.