The longest available flood flow records are evaluated by various stat
istical procedures to determine the best fitting probability distribut
ions. A total of 1819 site-years of data from 19 stations all over the
world are analysed using seven methods. Although there are some diffe
rences in the results with respect to the site and the procedure, the
generalized extreme value distribution is found to be superior to the
other six distributions considered.