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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.
Getting started
Package overview
Figure 1 in Elamir and Seheult (2004)
Figures 11 and 12 in Griffis and Stedinger (2007)
How to use the package nsRFA: example 1
How to use the package nsRFA: example 2
Local and regional analyses with BayesianMCMC
Model selection techniques for the frequency analysis of hydrological extremes: the MSClaio2008 R function
Browse package contents
Package details |
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| Author | Alberto Viglione [aut, cre], Jonathan R. M. Hosking [ctb], Francesco Laio [ctb], Alan Miller [ctb], Eric Gaume [ctb], Olivier Payrastre [ctb], Jose Luis Salinas [ctb], Chi Cong N'guyen [ctb], Karine Halbert [ctb] |
| Maintainer | Alberto Viglione <alberto.viglione@polito.it> |
| License | GPL (>= 2) |
| Version | 0.7-16 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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