nsRFA
Non-Supervised Regional Frequency Analysis
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) [doi:10.1029/92WR01980] and Viglione et al. (2007) [doi:10.1029/2006WR005095] are available.
- Version0.7-17
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release05/14/2024
Documentation
- VignetteLocal and regional analyses with BayesianMCMC
- VignetteFigures 11 and 12 in Griffis and Stedinger (2007)
- VignetteFigure 1 in Elamir and Seheult (2004)
- VignetteModel selection techniques for the frequency analysis of hydrological extremes: the MSClaio2008 R function
- VignetteHow to use the package nsRFA: example 2
- MaterialnsRFA.pdf
- In ViewsEnvironmetrics
- In ViewsHydrology
Team
Alberto Viglione
Francesco Laio
Show author detailsRolesContributorEric Gaume
Show author detailsRolesContributorOlivier Payrastre
Show author detailsRolesContributorJose Luis Salinas
Show author detailsRolesContributorChi Cong N'guyen
Show author detailsRolesContributorKarine Halbert
Show author detailsRolesContributor
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