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nsRFA (version 0.5-8)
Non-supervised Regional Frequency Analysis
Description
A collection of statistical tools for objective (non-supervised) applications of the Regional Frequency Analysis methods in hydrology.
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Install
install.packages('nsRFA')
Monthly Downloads
412
Version
0.5-8
License
GPL (>= 2)
Maintainer
Alberto Viglione
Last Published
May 14th, 2024
Functions in nsRFA (0.5-8)
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DIAGNOSTICS
Diagnostics of models
Lmoments
Hosking and Wallis sample L-moments
HW.original
Original Hosking and Wallis Fortran routine
KAPPA
Four parameter kappa distribution and L-moments
varLmoments
Exact variance structure of sample L-moments
moments
Sample moments
functionsLaio
Data-sample
traceWminim
Cluster analysis: disjoint regions
DISTPLOTS
Distribution plots
REGRDIAGNOSTICS
Diagnostics of regressions
GOFlaio2004
Goodness of fit tests
P3
Three parameters Pearson type III distribution and L-moments
GEV
Three parameter generalized extreme value distribution and L-moments
MLlaio2004
Maximum likelihood parameters estimation
MSClaio2008
Model Selection Criteria
BayesianMCMC
Bayesian MCMC frequency analysis
AD.dist
Anderson-Darling distance matrix for growth curves
FEH1000
Data-sample
roi
Region of influence
nsRFA-internal
Internal functions
GENPAR
Three parameter generalized Pareto distribution and L-moments
GUMBEL
Two parameter Gumbel distribution and L-moments
EXP
Two parameter exponential distribution and L-moments
GENLOGIS
Three parameter generalized logistic distribution and L-moments
STATICPLOTS
Static plots
hydroSIMN
Data-sample
HOMTESTS
Homogeneity tests
GOFmontecarlo
Goodness of fit tests
SERIESPLOTS
Series plots
nsRFA-package
Non-supervised Regional Frequency Analysis
LOGNORM
Three parameter lognormal distribution and L-moments