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-4.4-x86_64)TLMoments_0.7.5.3.tgz(r-4.4-arm64)TLMoments_0.7.5.3.tgz(r-4.3-x86_64)TLMoments_0.7.5.3.tgz(r-4.3-arm64)
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TLMoments.pdf |TLMoments.html✨
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:

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

31 exports 3.11 score 37 dependencies 19 dependents 29 scripts 1.1k downloads

Last updated 2 years agofrom:923f342dcb. Checks:OK: 9. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Aug 28 2024
R-4.5-win-x86_64	OK	Aug 28 2024
R-4.5-linux-x86_64	OK	Aug 28 2024
R-4.4-win-x86_64	OK	Aug 28 2024
R-4.4-mac-x86_64	OK	Aug 28 2024
R-4.4-mac-aarch64	OK	Aug 28 2024
R-4.3-win-x86_64	OK	Aug 28 2024
R-4.3-mac-x86_64	OK	Aug 28 2024
R-4.3-mac-aarch64	OK	Aug 28 2024

Exports:as.parameters as.PWMs as.TLMoments dgev dgpd dgum dln3 est_cov est_paramcov est_pwmcov est_quancov est_tlmcov parameters pgev pgpd pgum pln3 PWM PWMs qgev qgpd qgum qln3 quantiles regionalize rgev rgpd rgum rln3 TLMoment TLMoments

Dependencies:cli colorspace contfrac deSolve elliptic fansi farver ggplot2 glue goftest gtable hypergeo isoband labeling lattice lifecycle lmomco Lmoments magrittr MASS Matrix mgcv munsell nlme pillar pkgconfig R6 RColorBrewer Rcpp RcppArmadillo rlang scales tibble utf8 vctrs viridisLite withr

Comparison of computation time

Rendered fromcomparison_of_computation_time.Rmdusingknitr::rmarkdownon Aug 28 2024.

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

Short introduction to TLMoments

Rendered fromshort_introduction.Rmdusingknitr::rmarkdownon Aug 28 2024.

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

Citation

Readme and manuals

Help Manual

Help page	Topics
Converting to parameters-objects	as.parameters as.parameters.data.frame as.parameters.list as.parameters.matrix as.parameters.numeric
Convert to PWMs-object	as.PWMs as.PWMs.data.frame as.PWMs.list as.PWMs.matrix as.PWMs.numeric
Convert to TLMoments-object	as.TLMoments as.TLMoments.data.frame as.TLMoments.list as.TLMoments.matrix as.TLMoments.numeric
Covariance matrix of PWMs, TLMoments, parameters, or quantiles	est_cov est_cov.parameters est_cov.PWMs est_cov.quantiles est_cov.TLMoments
Estimate the covariance matrix of parameter estimations	est_paramcov est_paramcov.matrix est_paramcov.numeric est_paramcov.parameters
Estimate the covariance matrix of PWM estimations	est_pwmcov est_pwmcov.matrix est_pwmcov.numeric
Estimate the covariance matrix of quantile estimations	est_quancov est_quancov.matrix est_quancov.numeric est_quancov.quantiles
Estimate the covariance matrix of TL-moments estimations	est_tlmcov est_tlmcov.matrix est_tlmcov.numeric est_tlmcov.TLMoments
Converting TL-moments to distribution parameters	parameters parameters.PWMs parameters.TLMoments
Generalized Extreme Value distribution	dgev pgev qgev rgev
Generalized Pareto distribution	dgpd pgpd qgpd rgpd
Gumbel distribution	dgum pgum qgum rgum
Three-parameter lognormal distribution	dln3 pln3 qln3 rln3
L-Moment-ratio diagram	plot.TLMoments plot.TLMoments.data.frame plot.TLMoments.list plot.TLMoments.matrix plot.TLMoments.numeric
Probability weighted moments	PWM
Probability weighted moments	PWMs PWMs.data.frame PWMs.list PWMs.matrix PWMs.numeric PWMs.TLMoments
Calculating quantiles from distribution parameters	quantiles
Calculation of regionalized TL-moments	regionalize regionalize.data.frame regionalize.list regionalize.matrix regionalize.numeric
returnParameters	returnParameters
returnPWMs	returnPWMs
returnQuantiles	returnQuantiles
returnTLMoments	returnTLMoments
Summary parameters	summary.parameters
Summary PWMs	summary.PWMs
Summary quantiles	summary.quantiles
Summary TLMoments	summary.TLMoments
Trimmed L Moments	TLMoment
Trimmed L-moments	TLMoments TLMoments.data.frame TLMoments.list TLMoments.matrix TLMoments.numeric TLMoments.parameters TLMoments.PWMs