Package: HydroPortailStats 1.1.0

HydroPortailStats: 'HydroPortail' Statistical Functions

Statistical functions used in the French 'HydroPortail' <https://hydro.eaufrance.fr/>. This includes functions to estimate distributions, quantile curves and uncertainties, along with various other utilities. Technical details are available (in French) in Renard (2016) <https://hal.inrae.fr/hal-02605318>.

Authors:Benjamin Renard [aut, cre, cph], INRAE [fnd], Ministère de la Transition Ecologique - SCHAPI [fnd], European Commission [fnd]

HydroPortailStats_1.1.0.tar.gz
HydroPortailStats_1.1.0.zip(r-4.7-any)HydroPortailStats_1.1.0.zip(r-4.6-any)HydroPortailStats_1.1.0.zip(r-4.5-any)
HydroPortailStats_1.1.0.tgz(r-4.6-any)HydroPortailStats_1.1.0.tgz(r-4.5-any)
HydroPortailStats_1.1.0.tar.gz(r-4.7-any)HydroPortailStats_1.1.0.tar.gz(r-4.6-any)
HydroPortailStats_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
HydroPortailStats/json (API)

# Install 'HydroPortailStats' in R:
install.packages('HydroPortailStats', repos = c('https://benrenard.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/benrenard/hydroportailstats/issues

Datasets:

On CRAN:

Conda:

hydrologystatistical-distributionsstatistics

3.88 score 3 stars 2 scripts 267 downloads 34 exports 14 dependencies

Last updated from:f6556df8bc. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK123
source / vignettesOK150
linux-releaseOK172
macos-releaseOK100
macos-oldrelOK102
windows-develOK89
windows-releaseOK79
windows-oldrelOK77
wasm-releaseOK109

Exports:applyBFSapplyMovingStatapplySPAGenerateGenerateWithinBoundsGetCdfGetEmpFreqGetEstimate_BAYGetEstimate_HBayGetEstimate_HYDRO2GetEstimate_LMOMGetEstimate_MLGetEstimate_MOMGetEstimate_ROUGHGetParFeasGetParNameGetParNumberGetPdfGetQfromTGetQuantileGetReducedVariateGetTfromQGetUncertainty_MLHBay_PlotHydro3_EstimationHydro3_HBayHydro3_PlotImport_HBayConfigKSMetropolis_OAATMetropolis_OAAT_adaptiveMetropolis_OAAT_jumpMKPettitt

Dependencies:clicrayonevdgluehmslifecyclemvtnormnumDerivpkgconfigprettyunitsprogressR6rlangvctrs

Readme and manuals

Help Manual

Help pageTopics
Baseflow separationapplyBFS
Moving-statistics filterapplyMovingStat
Sequent Peak Algorithm (SPA)applySPA
Information on available distributionsdistInfo
Random numbers generatorGenerate
Constrained random numbers generatorGenerateWithinBounds
Cumulative Distribution Function (cdf)GetCdf
Empirical nonexceedance frequencyGetEmpFreq
Bayesian estimation of a distributionGetEstimate_BAY
Bayesian estimation using historical dataGetEstimate_HBay
Hydro2 estimate of a distributionGetEstimate_HYDRO2
L-Moment estimate of a distributionGetEstimate_LMOM
Maximum-likelihood estimate of a distributionGetEstimate_ML
Moment estimate of a distributionGetEstimate_MOM
Rough estimate of a distributionGetEstimate_ROUGH
Parameter feasibilityGetParFeas
Parameter names.GetParName
Number of parameters.GetParNumber
Probability Density Function (pdf)GetPdf
Get quantile from return periodGetQfromT
Quantile FunctionGetQuantile
Reduced variateGetReducedVariate
Get return period from valueGetTfromQ
Maximum-likelihood estimation of uncertaintyGetUncertainty_ML
HBay plotHBay_Plot
Hydro3 estimationHydro3_Estimation
Bayesian estimation using historical dataHydro3_HBay
Hydro3 plotHydro3_Plot
Import HBay Configuration folderImport_HBayConfig
Kolmogorov-Smirnov TestKS
Default MCMC optionsmcmcoptions_def
One-At-A-Time Metropolis samplerMetropolis_OAAT
Adaptive One-At-A-Time Metropolis samplerMetropolis_OAAT_adaptive
One-At-A-Time Metropolis samplerMetropolis_OAAT_jump
Mann-Kendall TestMK
Default estimation optionsoptions_def
Pettitt TestPettitt