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
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HydroPortailStats_1.1.0.tgz(r-4.4-any)HydroPortailStats_1.1.0.tgz(r-4.3-any)
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HydroPortailStats.pdf |HydroPortailStats.html✨
HydroPortailStats/json (API)
NEWS

# 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:

distInfo - Information on available distributions
mcmcoptions_def - Default MCMC options
options_def - Default estimation options

On CRAN:

hydrology statistical-distributions statistics

3.78 score 2 stars 1 scripts 158 downloads 31 exports 14 dependencies

Last updated 19 days agofrom:727b3d60a4. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 04 2024
R-4.5-win	OK	Nov 04 2024
R-4.5-linux	OK	Nov 04 2024
R-4.4-win	OK	Nov 04 2024
R-4.4-mac	OK	Nov 04 2024
R-4.3-win	OK	Nov 04 2024
R-4.3-mac	OK	Nov 04 2024

Exports:Generate GenerateWithinBounds GetCdf GetEmpFreq GetEstimate_BAY GetEstimate_HBay GetEstimate_HYDRO2 GetEstimate_LMOM GetEstimate_ML GetEstimate_MOM GetEstimate_ROUGH GetParFeas GetParName GetParNumber GetPdf GetQfromT GetQuantile GetReducedVariate GetTfromQ GetUncertainty_ML HBay_Plot Hydro3_Estimation Hydro3_HBay Hydro3_Plot Import_HBayConfig KS Metropolis_OAAT Metropolis_OAAT_adaptive Metropolis_OAAT_jump MK Pettitt

Dependencies:cli crayon evd glue hms lifecycle mvtnorm numDeriv pkgconfig prettyunits progress R6 rlang vctrs

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Information on available distributions	distInfo
Random numbers generator	Generate
Constrained random numbers generator	GenerateWithinBounds
Cumulative Distribution Function (cdf)	GetCdf
Empirical nonexceedance frequency	GetEmpFreq
Bayesian estimation of a distribution	GetEstimate_BAY
Bayesian estimation using historical data	GetEstimate_HBay
Hydro2 estimate of a distribution	GetEstimate_HYDRO2
L-Moment estimate of a distribution	GetEstimate_LMOM
Maximum-likelihood estimate of a distribution	GetEstimate_ML
Moment estimate of a distribution	GetEstimate_MOM
Rough estimate of a distribution	GetEstimate_ROUGH
Parameter feasibility	GetParFeas
Parameter names.	GetParName
Number of parameters.	GetParNumber
Probability Density Function (pdf)	GetPdf
Get quantile from return period	GetQfromT
Quantile Function	GetQuantile
Reduced variate	GetReducedVariate
Get return period from value	GetTfromQ
Maximum-likelihood estimation of uncertainty	GetUncertainty_ML
HBay plot	HBay_Plot
Hydro3 estimation	Hydro3_Estimation
Bayesian estimation using historical data	Hydro3_HBay
Hydro3 plot	Hydro3_Plot
Import HBay Configuration folder	Import_HBayConfig
Kolmogorov-Smirnov Test	KS
Default MCMC options	mcmcoptions_def
One-At-A-Time Metropolis sampler	Metropolis_OAAT
Adaptive One-At-A-Time Metropolis sampler	Metropolis_OAAT_adaptive
One-At-A-Time Metropolis sampler	Metropolis_OAAT_jump
Mann-Kemdall Test	MK
Default estimation options	options_def
Pettitt Test	Pettitt