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.

AuthorChristopher Paciorek [aut, cre]
Date of publication2016-08-10 09:45:07
MaintainerChristopher Paciorek <paciorek@stat.berkeley.edu>
LicenseGPL (>= 2)
Version0.1.2

View on CRAN

Files

climextRemes
climextRemes/inst
climextRemes/inst/examples
climextRemes/inst/examples/README
climextRemes/inst/examples/examples.R
climextRemes/inst/examples/fit_pot_examples.py
climextRemes/inst/examples/examples.py
climextRemes/inst/examples/fit_gev_examples.py
climextRemes/inst/tests
climextRemes/inst/tests/test-parseParamInput.R
climextRemes/inst/tests/test-riskRatio.R
climextRemes/inst/tests/test-declustering.R
climextRemes/inst/tests/test-gev-pot.R
climextRemes/NAMESPACE
climextRemes/NEWS
climextRemes/R
climextRemes/R/risk_ratio.R climextRemes/R/helper.R climextRemes/R/climextRemes-package.R climextRemes/R/return_calcs.R climextRemes/R/pot.R climextRemes/R/auxil.R climextRemes/R/gev.R
climextRemes/MD5
climextRemes/DESCRIPTION
climextRemes/man
climextRemes/man/calc_returnValueDiff_fevd.Rd climextRemes/man/screen_within_block.Rd climextRemes/man/calc_logReturnProb_fevd.Rd climextRemes/man/calc_logReturnPeriod_fevd.Rd climextRemes/man/climextRemes.Rd climextRemes/man/calc_riskRatio_binom.Rd climextRemes/man/fit_pot.Rd climextRemes/man/remove_runs.Rd climextRemes/man/fit_gev.Rd climextRemes/man/calc_riskRatio_pot.Rd climextRemes/man/normalize.Rd climextRemes/man/calc_logReturnProbDiff_fevd.Rd climextRemes/man/calc_riskRatio_gev.Rd climextRemes/man/calc_returnValue_fevd.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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