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nsRFA (version 0.3-0)
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
0.3-0
License
GPL version 2 or newer
Maintainer
Alberto Viglione
Last Published
May 14th, 2024
Functions in nsRFA (0.3-0)
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HOMTESTS
Homogeneity tests
GOFmontecarlo
Goodness of fit tests
GEV
Three parameter generalized extreme value distribution and L-moments
EXP
Two parameter exponential distribution and L-moments
P3
Three parameters Pearson type III distribution and L-moments
MLlaio2004
Maximum likelihood parameters estimation
GOFlaio2004
Goodness of fit tests
DIAGNOSTICS
Diagnostics of models
AD.dist
Distance matrix for growth curves
KAPPA
Four parameter kappa distribution and L-moments
GUMBEL
Two parameter Gumbel distribution and L-moments
roi
Region of influence
varLmoments
Exact variance structure of sample L-moments
SERIESPLOTS
Series plots
hydroSIMN
Data-sample
STATICPLOTS
Static plots
functionsLaio
Data-sample
traceWminim
Cluster analysis: disjoint regions
Lmoments
Hosking and Wallis sample L-moments
moments
Sample moments
GENLOGIS
Three parameter generalized logistic distribution and L-moments
FEH1000
Data-sample
exampleRFA
Example of package functionality
GENPAR
Three parameter generalized Pareto distribution and L-moments
nsRFA-internal
Internal functions
LOGNORM
Three parameter lognormal distribution and L-moments
REGRDIAGNOSTICS
Diagnostics of regressions
DISTPLOTS
Distribution plots