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>.
README
0. Ideally create a Conda environment for this; this is done currently in deploy.sh, which also shows what dependencies there are for doing the building. 1. Run code in bash deploy.sh; this should put the built package in /tmp/cebuild/noarch 2. Authenticate to Anaconda: For use of test 'paciorek' channel anaconda login --username paciorek --password PASSWORD For use of real 'cascade' channel: provide password at prompt as it has a character that messes with bash passing it from the commandline anaconda login --username cascade 3. anaconda upload /tmp/cebuild/noarch/climextremes-0.2.1-pyr351_0.tar.bz2 --force (the name should be output from 'conda build' line in deploy.sh) 4. to test: conda install -c paciorek climextremes conda install -c cascade climextremes
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.3.1 |
2026-04-09 windows/windows R-4.5 | climextRemes_0.3.1.zip |
948.0 KiB |