Package: TLMoments 0.7.5.3

TLMoments: Calculate TL-Moments and Convert Them to Distribution Parameters

Calculates empirical TL-moments (trimmed L-moments) of arbitrary order and trimming, and converts them to distribution parameters.

Authors:Jona Lilienthal

TLMoments_0.7.5.3.tar.gz
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TLMoments_0.7.5.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
TLMoments/json (API)

# Install 'TLMoments' in R:
install.packages('TLMoments', repos = c('https://jlilienthal.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

4.91 score 21 packages 30 scripts 2.2k downloads 31 exports 27 dependencies

Last updated from:923f342dcb. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK159
linux-devel-x86_64OK145
source / vignettesOK330
linux-release-arm64OK154
linux-release-x86_64OK178
macos-release-arm64OK118
macos-release-x86_64OK346
macos-oldrel-arm64OK135
macos-oldrel-x86_64OK382
windows-devel-arm64OK374
windows-devel-x86_64OK152
windows-release-arm64OK364
windows-release-x86_64OK113
windows-oldrel-x86_64OK117
wasm-releaseOK151

Exports:as.parametersas.PWMsas.TLMomentsdgevdgpddgumdln3est_covest_paramcovest_pwmcovest_quancovest_tlmcovparameterspgevpgpdpgumpln3PWMPWMsqgevqgpdqgumqln3quantilesregionalizergevrgpdrgumrln3TLMomentTLMoments

Dependencies:clicontfraccpp11deSolveellipticfarverggplot2gluegoftestgtablehypergeoisobandlabelinglifecyclelmomcoLmomentsMASSR6RColorBrewerRcppRcppArmadillorlangS7scalesvctrsviridisLitewithr

Comparison of computation time
Calculation of L-moments | Calculation of TL-moments | Conclusion
Rendered fromcomparison_of_computation_time.Rmdusingknitr::rmarkdown

Last update: 2021-02-22
Started: 2017-01-16

Short introduction to TLMoments
Calculation of empirical TL-moments, parameter and quantile estimates | Summary functions | Magrittr syntax | Support for different data types | Distributions | TL-moment ratio diagram | Calculations using theoretical/given TL-moments and parameters
Rendered fromshort_introduction.Rmdusingknitr::rmarkdown

Last update: 2021-02-22
Started: 2017-01-16

Readme and manuals

Help Manual

Help pageTopics
Converting to parameters-objectsas.parameters as.parameters.data.frame as.parameters.list as.parameters.matrix as.parameters.numeric
Convert to PWMs-objectas.PWMs as.PWMs.data.frame as.PWMs.list as.PWMs.matrix as.PWMs.numeric
Convert to TLMoments-objectas.TLMoments as.TLMoments.data.frame as.TLMoments.list as.TLMoments.matrix as.TLMoments.numeric
Covariance matrix of PWMs, TLMoments, parameters, or quantilesest_cov est_cov.parameters est_cov.PWMs est_cov.quantiles est_cov.TLMoments
Estimate the covariance matrix of parameter estimationsest_paramcov est_paramcov.matrix est_paramcov.numeric est_paramcov.parameters
Estimate the covariance matrix of PWM estimationsest_pwmcov est_pwmcov.matrix est_pwmcov.numeric
Estimate the covariance matrix of quantile estimationsest_quancov est_quancov.matrix est_quancov.numeric est_quancov.quantiles
Estimate the covariance matrix of TL-moments estimationsest_tlmcov est_tlmcov.matrix est_tlmcov.numeric est_tlmcov.TLMoments
Converting TL-moments to distribution parametersparameters parameters.PWMs parameters.TLMoments
Generalized Extreme Value distributiondgev pgev qgev rgev
Generalized Pareto distributiondgpd pgpd qgpd rgpd
Gumbel distributiondgum pgum qgum rgum
Three-parameter lognormal distributiondln3 pln3 qln3 rln3
L-Moment-ratio diagramplot.TLMoments plot.TLMoments.data.frame plot.TLMoments.list plot.TLMoments.matrix plot.TLMoments.numeric
Probability weighted momentsPWM
Probability weighted momentsPWMs PWMs.data.frame PWMs.list PWMs.matrix PWMs.numeric PWMs.TLMoments
Calculating quantiles from distribution parametersquantiles
Calculation of regionalized TL-momentsregionalize regionalize.data.frame regionalize.list regionalize.matrix regionalize.numeric
returnParametersreturnParameters
returnPWMsreturnPWMs
returnQuantilesreturnQuantiles
returnTLMomentsreturnTLMoments
Summary parameterssummary.parameters
Summary PWMssummary.PWMs
Summary quantilessummary.quantiles
Summary TLMomentssummary.TLMoments
Trimmed L MomentsTLMoment
Trimmed L-momentsTLMoments TLMoments.data.frame TLMoments.list TLMoments.matrix TLMoments.numeric TLMoments.parameters TLMoments.PWMs