Package: climextRemes 0.3.1

climextRemes: Tools for Analyzing Climate Extremes

Functions for fitting GEV and POT (via point process fitting) models for extremes in climate data, providing return values, return probabilities, and return periods for stationary and nonstationary models. Also provides differences in return values and differences in log return probabilities for contrasts of covariate values. Functions for estimating risk ratios for event attribution analyses, including uncertainty. Under the hood, many of the functions use functions from 'extRemes', including for fitting the statistical models. Details are given in Paciorek, Stone, and Wehner (2018) <doi:10.1016/j.wace.2018.01.002>.

Authors:Christopher Paciorek [aut, cre], Harinarayan Krishnan [ctb]

climextRemes_0.3.1.tar.gz
climextRemes_0.3.1.zip(r-4.7-any)climextRemes_0.3.1.zip(r-4.6-any)climextRemes_0.3.1.zip(r-4.5-any)
climextRemes_0.3.1.tgz(r-4.6-any)climextRemes_0.3.1.tgz(r-4.5-any)
climextRemes_0.3.1.tar.gz(r-4.7-any)climextRemes_0.3.1.tar.gz(r-4.6-any)
climextRemes_0.3.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
climextRemes/json (API)

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

Bug tracker:https://bitbucket.org/lbl-cascade/climextremes-dev

On CRAN:

Conda:

2.95 score 18 scripts 416 downloads 13 exports 6 dependencies

Last updated from:55b104536e. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK96
source / vignettesOK127
linux-releaseOK96
macos-releaseOK122
macos-oldrelOK107
windows-develOK73
windows-releaseOK78
windows-oldrelOK51
wasm-releaseOK84

Exports:calc_logReturnPeriod_fevdcalc_logReturnProb_fevdcalc_logReturnProbDiff_fevdcalc_returnValue_fevdcalc_returnValueDiff_fevdcalc_riskRatio_binomcalc_riskRatio_gevcalc_riskRatio_potfit_gevfit_potnormalizeremove_runsscreen_within_block

Dependencies:bootdistilleryextRemesLmomentsRcppRcppArmadillo