climextRemes: Tools for Analyzing Climate Extremes

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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.

Author
Christopher Paciorek [aut, cre]
Date of publication
2016-08-10 09:45:07
Maintainer
Christopher Paciorek <paciorek@stat.berkeley.edu>
License
GPL (>= 2)
Version
0.1.2

View on CRAN

Man pages

calc_logReturnPeriod_fevd
Calculates log return period and standard error given a...
calc_logReturnProbDiff_fevd
Calculates log return probability difference for two sets of...
calc_logReturnProb_fevd
Calculates log return probability and standard error given a...
calc_returnValueDiff_fevd
Calculates return value difference for two sets of covariates...
calc_returnValue_fevd
Calculates return value and standard error given a return...
calc_riskRatio_binom
Compute risk ratio and uncertainty based on binomial models...
calc_riskRatio_gev
Compute risk ratio and uncertainty based on generalized...
calc_riskRatio_pot
Compute risk ratio and uncertainty based on...
climextRemes
climextRemes
fit_gev
Fit a generalized extreme value model to block maxima or...
fit_pot
Fit a peaks-over-threshold model to exceedances over a...
normalize
Normalize a vector
remove_runs
Remove consecutive exceedances from a vector
screen_within_block
Remove multiple exceedances within non-overlapping blocks of...

Files in this package

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