Package: extremeStat 1.5.12

extremeStat: Extreme Value Statistics and Quantile Estimation

Fit, plot and compare several (extreme value) distribution functions. Compute (truncated) distribution quantile estimates and plot return periods on a linear scale. On the fitting method, see Asquith (2011): Distributional Analysis with L-moment Statistics [...] ISBN 1463508417.

Authors:Berry Boessenkool [aut, cre]

extremeStat_1.5.12.tar.gz
extremeStat_1.5.12.zip(r-4.7)extremeStat_1.5.12.zip(r-4.6)extremeStat_1.5.12.zip(r-4.5)
extremeStat_1.5.12.tgz(r-4.6-any)extremeStat_1.5.12.tgz(r-4.5-any)
extremeStat_1.5.12.tar.gz(r-4.7-any)extremeStat_1.5.12.tar.gz(r-4.6-any)
extremeStat_1.5.12.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
extremeStat/json (API)

# Install 'extremeStat' in R:

install.packages('extremeStat', repos = c('https://brry.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/brry/extremestat/issues

Datasets:

annMax - Annual discharge maxima
weightp - Distribution weights

On CRAN:

6.22 score 13 stars 1 packages 43 scripts 710 downloads 14 exports 34 dependencies

Last updated from:1a2135a85f. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	170
source / vignettes	OK	194
linux-release-x86_64	OK	198
macos-release-arm64	OK	176
macos-oldrel-arm64	OK	110
windows-devel	OK	130
windows-release	OK	118
windows-oldrel	OK	121
wasm-release	OK	104

Exports:distLexBoot distLextreme distLfit distLquantile distLweights plotLexBoot plotLextreme plotLfit plotLquantile plotLweights printL q_gpd q_weighted quantGPD

Dependencies:abind berryFunctions cvar distillery evd evir extRemes fastICA fBasics fExtremes fGarch gbutils goftest gss ismev lattice lmomco Lmoments MASS Matrix mgcv nlme numDeriv pbapply rbibutils RColorBrewer Rcpp RcppArmadillo Rdpack Renext spatial stabledist timeDate timeSeries

extremeStat: quantile estimation

Rendered fromextremeStat.Rmdusingknitr::rmarkdown

Last update: 2023-08-29
Started: 2016-03-29

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
annual discharge maxima (streamflow)	annMax
Bootstrapping uncertainty intervals for return periods	distLexBoot
Extreme value stats	distLextreme
Fit distributions via L-moments	distLfit
distribution quantiles	distLquantile
Compute distribution weights from GOF	distLweights
Extreme value statistics on a linear scale	extremeStat
Bootstrapping uncertainty intervals for return periods	plotLexBoot
Plot extreme value statistics	plotLextreme
Plot distributions fitted with L-moments	plotLfit
Plot quantiles of distributions fitted with L-moments	plotLquantile
Distribution rank comparison	plotLweights
print dlf objects	printL
GPD quantile of sample	q_gpd
Compute weighted averages of quantile estimates	q_weighted
Fast GPD quantile estimate	quantGPD
distribution weights	weightp