This paper presents the results of a comparison of regional flood freq
uency procedures. The accuracy of regional quantile estimators as pred
ictors of population quantiles at a number of key sites is examined. R
eference sites have been selected with the basic requirement of at lea
st 35 years of local flood records. Accurate at-site estimates of popu
lation quantiles can therefore be obtained at these locations. The reg
ional estimators are used ignoring the local data. This is equivalent
to flood estimation at an ungauged site. The case of some local inform
ation (10 years of records) is also considered. The bias and variance
of the regional estimators are evaluated by comparing at-site and regi
onal estimates. Two methodologies have been devised for the comparison
of regional models: a regional bootstrap approach and an empirical Ba
yes approach. For each approach, a detailed description of the results
of the various methods considered in the study is provided. It was sh
own that, in general, the two methodologies lead to similar results.