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.

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]
Date of publication
2014-08-30 23:16:35
Maintainer
Alberto Viglione <viglione@hydro.tuwien.ac.at>
License
GPL (>= 2)
Version
0.7-12
URLs

View on CRAN

Man pages

AD.dist
Anderson-Darling distance matrix for growth curves
Ardechedata
Data-sample
BayesianMCMC
Bayesian MCMC frequency analysis
bestlm
Subsets regression
DIAGNOSTICS
Diagnostics of models
DISTPLOTS
Empirical distribution plots
EXP
Two parameter exponential distribution and L-moments
FEH1000
Data-sample
functionsLaio
Data-sample
GENLOGIS
Three parameter generalized logistic distribution and...
GENPAR
Three parameter generalized Pareto distribution and L-moments
GEV
Three parameter generalized extreme value distribution and...
GOFlaio2004
Goodness of fit tests
GOFmontecarlo
Goodness of fit tests
GUMBEL
Two parameter Gumbel distribution and L-moments
HOMTESTS
Homogeneity tests
HW.original
Original Hosking and Wallis Fortran routine
hydroSIMN
Data-sample
KAPPA
Four parameter kappa distribution and L-moments
Lmoments
Hosking and Wallis sample L-moments
LOGNORM
Three parameter lognormal distribution and L-moments
MLlaio2004
Maximum likelihood parameters estimation
moments
Sample moments
MSClaio2008
Model Selection Criteria
nsRFA-internal
Internal functions
nsRFA-package
Non-supervised Regional Frequency Analysis
P3
Three parameters Pearson type III distribution and L-moments
REGRDIAGNOSTICS
Diagnostics of regressions
roi
Region of influence
SERIESPLOTS
Series plots
STATICPLOTS
Static plots
traceWminim
Cluster analysis: disjoint regions
varLmoments
Exact variance structure of sample L-moments

Files in this package

nsRFA
nsRFA/inst
nsRFA/inst/doc
nsRFA/inst/doc/nsRFA_ex02.pdf
nsRFA/inst/doc/BayesianMCMC_reg.R
nsRFA/inst/doc/BayesianMCMC_reg.Rnw
nsRFA/inst/doc/nsRFA_ex02.Rnw
nsRFA/inst/doc/nsRFA_ex01.R
nsRFA/inst/doc/Fig1ElamirSeheult.Rnw
nsRFA/inst/doc/MSClaio2008.pdf
nsRFA/inst/doc/BayesianMCMC_reg.pdf
nsRFA/inst/doc/Fig11GriffisStedinger.Rnw
nsRFA/inst/doc/nsRFA_ex02.R
nsRFA/inst/doc/nsRFA_ex01.Rnw
nsRFA/inst/doc/MSClaio2008.Rnw
nsRFA/inst/doc/nsRFA_ex01.pdf
nsRFA/inst/doc/Fig11GriffisStedinger.pdf
nsRFA/inst/doc/Fig1ElamirSeheult.pdf
nsRFA/inst/doc/Fig11GriffisStedinger.R
nsRFA/inst/doc/Fig1ElamirSeheult.R
nsRFA/inst/doc/MSClaio2008.R
nsRFA/src
nsRFA/src/samlmu.f
nsRFA/src/digamd.f
nsRFA/src/lmrgno.f
nsRFA/src/alg136.f
nsRFA/src/leaps.f
nsRFA/src/quape3.f
nsRFA/src/quanor.f
nsRFA/src/lmrnor.f
nsRFA/src/cdfgam.f
nsRFA/src/pelglo.f
nsRFA/src/pelgno.f
nsRFA/src/lmrkap.f
nsRFA/src/lmrglo.f
nsRFA/src/pelkap.f
nsRFA/src/cdfwak.f
nsRFA/src/lmrwak.f
nsRFA/src/quagam.f
nsRFA/src/cdfgev.f
nsRFA/src/clukm.f
nsRFA/src/quakap.f
nsRFA/src/reglmr.f
nsRFA/src/quagum.f
nsRFA/src/lmrexp.f
nsRFA/src/lmrpe3.f
nsRFA/src/lmrgam.f
nsRFA/src/pelexp.f
nsRFA/src/cdfexp.f
nsRFA/src/cdfnor.f
nsRFA/src/lmrgev.f
nsRFA/src/quagpa.f
nsRFA/src/gamind.f
nsRFA/src/pelgum.f
nsRFA/src/quaglo.f
nsRFA/src/pelnor.f
nsRFA/src/quaexp.f
nsRFA/src/lmrgum.f
nsRFA/src/quawak.f
nsRFA/src/cdfkap.f
nsRFA/src/cdfgpa.f
nsRFA/src/quagev.f
nsRFA/src/pelgev.f
nsRFA/src/pelwak.f
nsRFA/src/durand.f
nsRFA/src/cluinf.f
nsRFA/src/samlmr.f
nsRFA/src/cdfgum.f
nsRFA/src/lmrgpa.f
nsRFA/src/sort.f
nsRFA/src/cdfpe3.f
nsRFA/src/sampwm.f
nsRFA/src/cdfglo.f
nsRFA/src/cdfgno.f
nsRFA/src/cluagg.f
nsRFA/src/leapshdr.f
nsRFA/src/quastn.f
nsRFA/src/regtst.f
nsRFA/src/derf.f
nsRFA/src/pelgpa.f
nsRFA/src/pelpe3.f
nsRFA/src/pelgam.f
nsRFA/src/dlgama.f
nsRFA/src/quagno.f
nsRFA/NAMESPACE
nsRFA/demo
nsRFA/demo/rfa_annualflows02.R
nsRFA/demo/rfa_annualflows01.R
nsRFA/demo/feh_floods01.R
nsRFA/demo/00Index
nsRFA/demo/feh_floods03.R
nsRFA/demo/feh_floods02.R
nsRFA/data
nsRFA/data/hydroSIMN.RData
nsRFA/data/Ardechedata.RData
nsRFA/data/functionsLaio.RData
nsRFA/data/FEH1000.RData
nsRFA/R
nsRFA/R/GOFmontecarlo.R
nsRFA/R/GOFlaio2004.R
nsRFA/R/roi.R
nsRFA/R/traceWminim.R
nsRFA/R/bestlm.R
nsRFA/R/BayesianMCMC.R
nsRFA/R/varLmoments.R
nsRFA/R/moments.R
nsRFA/R/REGRDIAGNOSTICS.R
nsRFA/R/AD.dist.R
nsRFA/R/EXP.R
nsRFA/R/MLlaio2004.R
nsRFA/R/GUMBEL.R
nsRFA/R/LOGNORM.R
nsRFA/R/HOMTESTS.R
nsRFA/R/DIAGNOSTICS.R
nsRFA/R/SERIESPLOTS.R
nsRFA/R/GEV.R
nsRFA/R/Lmoments.R
nsRFA/R/P3.R
nsRFA/R/DISTPLOTS.R
nsRFA/R/BayesianMCMCreg.R
nsRFA/R/GENLOGIS.R
nsRFA/R/HW.original.R
nsRFA/R/GENPAR.R
nsRFA/R/MSClaio2008.R
nsRFA/R/STATICPLOTS.R
nsRFA/R/KAPPA.R
nsRFA/vignettes
nsRFA/vignettes/BayesianMCMC_reg.Rnw
nsRFA/vignettes/nsRFA_ex02.Rnw
nsRFA/vignettes/Fig1ElamirSeheult.Rnw
nsRFA/vignettes/Fig11GriffisStedinger.Rnw
nsRFA/vignettes/nsRFA_ex01.Rnw
nsRFA/vignettes/MSClaio2008.Rnw
nsRFA/MD5
nsRFA/build
nsRFA/build/vignette.rds
nsRFA/DESCRIPTION
nsRFA/man
nsRFA/man/Lmoments.Rd
nsRFA/man/GEV.Rd
nsRFA/man/bestlm.Rd
nsRFA/man/HW.original.Rd
nsRFA/man/HOMTESTS.Rd
nsRFA/man/GOFlaio2004.Rd
nsRFA/man/EXP.Rd
nsRFA/man/moments.Rd
nsRFA/man/functionsLaio.Rd
nsRFA/man/varLmoments.Rd
nsRFA/man/P3.Rd
nsRFA/man/MSClaio2008.Rd
nsRFA/man/hydroSIMN.Rd
nsRFA/man/GOFmontecarlo.Rd
nsRFA/man/AD.dist.Rd
nsRFA/man/BayesianMCMC.Rd
nsRFA/man/SERIESPLOTS.Rd
nsRFA/man/FEH1000.Rd
nsRFA/man/GENLOGIS.Rd
nsRFA/man/MLlaio2004.Rd
nsRFA/man/KAPPA.Rd
nsRFA/man/STATICPLOTS.Rd
nsRFA/man/nsRFA-internal.Rd
nsRFA/man/nsRFA-package.Rd
nsRFA/man/LOGNORM.Rd
nsRFA/man/GUMBEL.Rd
nsRFA/man/DIAGNOSTICS.Rd
nsRFA/man/REGRDIAGNOSTICS.Rd
nsRFA/man/GENPAR.Rd
nsRFA/man/traceWminim.Rd
nsRFA/man/DISTPLOTS.Rd
nsRFA/man/roi.Rd
nsRFA/man/Ardechedata.Rd