R: Non-Supervised Regional Frequency Analysis

# Non-Supervised Regional Frequency Analysis

## Documentation for package ‘nsRFA’ version 0.7-17

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Code demos. Use demo() to run them.

## Help Pages

A B C D E F G H I J K L M N P R S T U V W misc

nsRFA-package | Non-supervised Regional Frequency Analysis

## -- A --

A2 | Goodness of fit tests
A2_GOFlaio | Goodness of fit tests
AD.dist | Anderson-Darling distance matrix for growth curves
ADbootstrap.test | Homogeneity tests
am | Data-sample
annualflows | Data-sample
Ardechedata | Data-sample
Ardeche_areas | Data-sample
Ardeche_ungauged_extremes | Data-sample

## -- B --

BayesianMCMC | Bayesian MCMC frequency analysis
BayesianMCMCcont | Bayesian MCMC frequency analysis
BayesianMCMCreg | Bayesian MCMC frequency analysis
BayesianMCMCregcont | Bayesian MCMC frequency analysis
Beauvene_cont | Data-sample

## -- C --

cd | Data-sample
Chambonas_cont | Data-sample
consistencyplot | Series plots
criticalD | Homogeneity tests
CV | Sample moments

## -- D --

df.kgev | Data-sample
df.polig | Data-sample
DIAGNOSTICS | Diagnostics of models
discordancy | Homogeneity tests
DISTPLOTS | Empirical distribution plots
DK.test | Homogeneity tests

## -- E --

EXP | Two parameter exponential distribution and L-moments
expplot | Empirical distribution plots
exppoints | Empirical distribution plots

## -- F --

F.exp | Two parameter exponential distribution and L-moments
f.exp | Two parameter exponential distribution and L-moments
F.gamma | Three parameters Pearson type III distribution and L-moments
f.gamma | Three parameters Pearson type III distribution and L-moments
F.genlogis | Three parameter generalized logistic distribution and L-moments
f.genlogis | Three parameter generalized logistic distribution and L-moments
F.genpar | Three parameter generalized Pareto distribution and L-moments
f.genpar | Three parameter generalized Pareto distribution and L-moments
F.GEV | Three parameter generalized extreme value distribution and L-moments
f.GEV | Three parameter generalized extreme value distribution and L-moments
F.gumb | Two parameter Gumbel distribution and L-moments
f.gumb | Two parameter Gumbel distribution and L-moments
F.kappa | Four parameter kappa distribution and L-moments
f.kappa | Four parameter kappa distribution and L-moments
F.lognorm | Three parameter lognormal distribution and L-moments
f.lognorm | Three parameter lognormal distribution and L-moments
FEH1000 | Data-sample
frechetplot | Empirical distribution plots
fw2 | Goodness of fit tests

## -- G --

gammaplot | Empirical distribution plots
gammapoints | Empirical distribution plots
GENLOGIS | Three parameter generalized logistic distribution and L-moments
GENPAR | Three parameter generalized Pareto distribution and L-moments
GEV | Three parameter generalized extreme value distribution and L-moments
gofEXPtest | Goodness of fit tests
gofGENLOGIStest | Goodness of fit tests
gofGENPARtest | Goodness of fit tests
gofGEVtest | Goodness of fit tests
gofGUMBELtest | Goodness of fit tests
GOFlaio2004 | Goodness of fit tests
gofLOGNORMtest | Goodness of fit tests
GOFmontecarlo | Goodness of fit tests
gofNORMtest | Goodness of fit tests
gofP3test | Goodness of fit tests
GUMBEL | Two parameter Gumbel distribution and L-moments
gumbelplot | Empirical distribution plots
gumbelpoints | Empirical distribution plots

## -- H --

HOMTESTS | Homogeneity tests
HW.tests | Homogeneity tests
hydroSIMN | Data-sample

## -- I --

invF.exp | Two parameter exponential distribution and L-moments
invF.gamma | Three parameters Pearson type III distribution and L-moments
invF.genlogis | Three parameter generalized logistic distribution and L-moments
invF.genpar | Three parameter generalized Pareto distribution and L-moments
invF.GEV | Three parameter generalized extreme value distribution and L-moments
invF.gumb | Two parameter Gumbel distribution and L-moments
invF.kappa | Four parameter kappa distribution and L-moments
invF.lognorm | Three parameter lognormal distribution and L-moments

## -- J --

jackknife1.lm | Diagnostics of regressions

## -- K --

KAPPA | Four parameter kappa distribution and L-moments
kurt | Sample moments

## -- L --

LCA | Hosking and Wallis sample L-moments
LCV | Hosking and Wallis sample L-moments
Lkur | Hosking and Wallis sample L-moments
Lmom.exp | Two parameter exponential distribution and L-moments
Lmom.gamma | Three parameters Pearson type III distribution and L-moments
Lmom.genlogis | Three parameter generalized logistic distribution and L-moments
Lmom.genpar | Three parameter generalized Pareto distribution and L-moments
Lmom.GEV | Three parameter generalized extreme value distribution and L-moments
Lmom.gumb | Two parameter Gumbel distribution and L-moments
Lmom.kappa | Four parameter kappa distribution and L-moments
Lmom.lognorm | Three parameter lognormal distribution and L-moments
Lmoment.ratio.diagram | Static plots
Lmoments | Hosking and Wallis sample L-moments
logisplot | Empirical distribution plots
logispoints | Empirical distribution plots
loglogplot | Empirical distribution plots
loglogpoints | Empirical distribution plots
LOGNORM | Three parameter lognormal distribution and L-moments
lognormplot | Empirical distribution plots
Lspace.HWvsAD | Static plots
Lspace.limits | Static plots

## -- M --

MAE | Diagnostics of models
MAE.lm | Diagnostics of regressions
MAEjk.lm | Diagnostics of regressions
MAEP | Diagnostics of models
mantel.lm | Diagnostics of regressions
meanmonthlyflows | Data-sample
MLlaio2004 | Maximum likelihood parameters estimation
ML_estimation | Maximum likelihood parameters estimation
mom2par.gamma | Three parameters Pearson type III distribution and L-moments
moments | Sample moments
moment_estimation | Maximum likelihood parameters estimation
monthlyflows | Data-sample
MSClaio2008 | Model Selection Criteria

## -- N --

nearest | Cluster analysis: disjoint regions
normplot | Empirical distribution plots
normpoints | Empirical distribution plots
nsRFA | Non-supervised Regional Frequency Analysis

## -- P --

P3 | Three parameters Pearson type III distribution and L-moments
par.exp | Two parameter exponential distribution and L-moments
par.gamma | Three parameters Pearson type III distribution and L-moments
par.genlogis | Three parameter generalized logistic distribution and L-moments
par.genpar | Three parameter generalized Pareto distribution and L-moments
par.GEV | Three parameter generalized extreme value distribution and L-moments
par.gumb | Two parameter Gumbel distribution and L-moments
par.kappa | Four parameter kappa distribution and L-moments
par.lognorm | Three parameter lognormal distribution and L-moments
par2mom.gamma | Three parameters Pearson type III distribution and L-moments
parameters | Data-sample
paretoplot | Empirical distribution plots
plot.BayesianMCMC | Bayesian MCMC frequency analysis
plot.BayesianMCMCreg | Bayesian MCMC frequency analysis
plot.MSClaio2008 | Model Selection Criteria
plotBayesianMCMCreg_surf | Bayesian MCMC frequency analysis
plotpos | Empirical distribution plots
plotposRP | Empirical distribution plots
plotposRPhist | Empirical distribution plots
pointspos | Empirical distribution plots
pointsposRP | Empirical distribution plots
pointsposRPhist | Empirical distribution plots
predinterval.lm | Diagnostics of regressions
print.BayesianMCMC | Bayesian MCMC frequency analysis
print.BayesianMCMCreg | Bayesian MCMC frequency analysis
print.MSClaio2008 | Model Selection Criteria
prt.lm | Diagnostics of regressions

## -- R --

R2 | Diagnostics of models
R2.lm | Diagnostics of regressions
rand.exp | Two parameter exponential distribution and L-moments
rand.gamma | Three parameters Pearson type III distribution and L-moments
rand.genlogis | Three parameter generalized logistic distribution and L-moments
rand.genpar | Three parameter generalized Pareto distribution and L-moments
rand.GEV | Three parameter generalized extreme value distribution and L-moments
rand.gumb | Two parameter Gumbel distribution and L-moments
rand.kappa | Four parameter kappa distribution and L-moments
rand.lognorm | Three parameter lognormal distribution and L-moments
regionalexpplot | Empirical distribution plots
regionalfrechetplot | Empirical distribution plots
regionalgumbelplot | Empirical distribution plots
regionalLmoments | Hosking and Wallis sample L-moments
regionallognormplot | Empirical distribution plots
regionalnormplot | Empirical distribution plots
regionalparetoplot | Empirical distribution plots
regionalplotpos | Empirical distribution plots
REGRDIAGNOSTICS | Diagnostics of regressions
RMSE | Diagnostics of models
RMSE.lm | Diagnostics of regressions
RMSEjk.lm | Diagnostics of regressions
RMSEP | Diagnostics of models
roi | Region of influence
roi.hom | Region of influence
roi.st.year | Region of influence

## -- S --

SaintLaurent_cont | Data-sample
SaintMartin_cont | Data-sample
SaintMartin_hist | Data-sample
serieplot | Series plots
SERIESPLOTS | Series plots
skew | Sample moments
STATICPLOTS | Static plots
studentplot | Empirical distribution plots
studentpoints | Empirical distribution plots
summary.MSClaio2008 | Model Selection Criteria
sumtraceW | Cluster analysis: disjoint regions

## -- T --

traceWminim | Cluster analysis: disjoint regions

## -- U --

unifplot | Empirical distribution plots
unifpoints | Empirical distribution plots

## -- V --

varLCA | Exact variance structure of sample L-moments
varLCV | Exact variance structure of sample L-moments
varLkur | Exact variance structure of sample L-moments
varLmoments | Exact variance structure of sample L-moments
vif.lm | Diagnostics of regressions
Vogue_cont | Data-sample

## -- W --

W2 | Goodness of fit tests
weibullplot | Empirical distribution plots
weibullpoints | Empirical distribution plots

## -- misc --

.ADC | Model Selection Criteria
.AIC | Model Selection Criteria
.AICc | Model Selection Criteria
.BIC | Model Selection Criteria
.chooseparameters0 | Bayesian MCMC frequency analysis
.chooseparameters0reg | Bayesian MCMC frequency analysis
.datachange | Bayesian MCMC frequency analysis
.Fx | Maximum likelihood parameters estimation
.lnML | Model Selection Criteria
.lnvrais1 | Bayesian MCMC frequency analysis
.lnvrais1reg | Bayesian MCMC frequency analysis
.lnvrais2 | Bayesian MCMC frequency analysis
.lnvrais2reg | Bayesian MCMC frequency analysis
.lnvrais4 | Bayesian MCMC frequency analysis
.lnvrais4reg | Bayesian MCMC frequency analysis
.lnvrais5 | Bayesian MCMC frequency analysis
.lnvrais5reg | Bayesian MCMC frequency analysis
.logLgam | Maximum likelihood parameters estimation
.logLgev | Maximum likelihood parameters estimation
.logLgumb | Maximum likelihood parameters estimation
.parameterscandMOD | Bayesian MCMC frequency analysis
.parameterscandMODreg | Bayesian MCMC frequency analysis
.plotdiagnMCMC01 | Bayesian MCMC frequency analysis
.plotdiagnMCMC02 | Bayesian MCMC frequency analysis
.plotdiagnMCMC03 | Bayesian MCMC frequency analysis
.plotdiagnMCMC04 | Bayesian MCMC frequency analysis
.plotdiagnMCMC05 | Bayesian MCMC frequency analysis
.plotdiagnMCMC06 | Bayesian MCMC frequency analysis
.plotdiagnMCMCreg01 | Bayesian MCMC frequency analysis
.plotdiagnMCMCreg02 | Bayesian MCMC frequency analysis
.plotdiagnMCMCreg03 | Bayesian MCMC frequency analysis
.plotdiagnMCMCreg04 | Bayesian MCMC frequency analysis
.plotdiagnMCMCreg05 | Bayesian MCMC frequency analysis
.plotdiagnMCMCreg06 | Bayesian MCMC frequency analysis
.points1 | Bayesian MCMC frequency analysis
.points1reg | Bayesian MCMC frequency analysis
.pointspos3 | Bayesian MCMC frequency analysis
.pointspos3reg | Bayesian MCMC frequency analysis
.quantilesMOD | Bayesian MCMC frequency analysis
.quantilesMODreg | Bayesian MCMC frequency analysis
.sample_generator | Maximum likelihood parameters estimation
.test.GOFmontecarlo | Goodness of fit tests
.thresML | Bayesian MCMC frequency analysis
.thresMLreg | Bayesian MCMC frequency analysis
.typeIerrorA2_GOFlaio | Goodness of fit tests