Non-Supervised Regional Frequency Analysis
Description
A collection of statistical tools for objective (non-supervised) applications
of the Regional Frequency Analysis methods in hydrology.
The package refers to the index-value method and, more precisely, helps the
hydrologist to: (1) regionalize the index-value; (2) form homogeneous regions
with similar growth curves; (3) fit distribution functions to the
empirical regional growth curves.
Most of the methods are those described in the Flood Estimation Handbook
(Centre for Ecology & Hydrology, 1999, ISBN:9781906698003).
Homogeneity tests from Hosking and Wallis (1993)
and Viglione et al. (2007) are available.