climextRemes: Tools for Analyzing Climate Extremes
Version 0.1.3

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 publication2017-04-22 22:22:03 UTC
MaintainerChristopher Paciorek <paciorek@stat.berkeley.edu>
LicenseGPL (>= 2)
Version0.1.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("climextRemes")

Popular man pages

calc_logReturnPeriod_fevd: Calculates log return period and standard error given return...
calc_returnValueDiff_fevd: Calculates return value difference for two sets of covariates...
calc_returnValue_fevd: Calculates return value and standard error given return...
calc_riskRatio_binom: Compute risk ratio and uncertainty based on binomial models...
calc_riskRatio_gev: Compute risk ratio and uncertainty based on generalized...
climextRemes: climextRemes
remove_runs: Remove consecutive exceedances from a vector
See all...

All man pages Function index File listing

Man pages

calc_logReturnPeriod_fevd: Calculates log return period and standard error given return...
calc_logReturnProbDiff_fevd: Calculates log return probability difference for two sets of...
calc_logReturnProb_fevd: Calculates log return probability and standard error given...
calc_returnValueDiff_fevd: Calculates return value difference for two sets of covariates...
calc_returnValue_fevd: Calculates return value and standard error given 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...

Functions

calc_constrNegLogLik Source code
calc_logReturnPeriod_fevd Man page Source code
calc_logReturnProbDiff_fevd Man page Source code
calc_logReturnProb_fevd Man page Source code
calc_returnValueDiff_fevd Man page Source code
calc_returnValue_fevd Man page Source code
calc_riskRatio_binom Man page Source code
calc_riskRatio_gev Man page Source code
calc_riskRatio_lrt Source code
calc_riskRatio_lrt_binom Source code
calc_riskRatio_pot Man page Source code
climextRemes Man page
climextRemes-package Man page
compute_return_quantities Source code
fit_gev Man page Source code
fit_model_gev Source code
fit_model_pot Source code
fit_pot Man page Source code
normalize Man page Source code
parseParamInput Source code
remove_runs Man page Source code
screen_within_block Man page Source code

Files

inst
inst/examples
inst/examples/calc_riskRatio_binom_examples.py
inst/examples/calc_riskRatio_pot_examples.py
inst/examples/examples.R
inst/examples/fit_pot_examples.py
inst/examples/fit_gev_examples.py
inst/examples/calc_riskRatio_gev_examples.py
inst/tests
inst/tests/test-parseParamInput.R
inst/tests/test-riskRatio.R
inst/tests/test-declustering.R
inst/tests/test-gev-pot.R
inst/python
inst/python/climextRemes_wrapper.py
inst/python_wrapper
inst/python_wrapper/LICENSE.txt
inst/python_wrapper/setup.py
inst/python_wrapper/climextremes
inst/python_wrapper/climextremes/__init__.py
inst/python_wrapper/README.rst
inst/python_wrapper/VERSION
NAMESPACE
NEWS
R
R/risk_ratio.R
R/helper.R
R/climextRemes-package.R
R/return_calcs.R
R/pot.R
R/auxil.R
R/gev.R
MD5
DESCRIPTION
man
man/calc_returnValueDiff_fevd.Rd
man/screen_within_block.Rd
man/calc_logReturnProb_fevd.Rd
man/calc_logReturnPeriod_fevd.Rd
man/climextRemes.Rd
man/calc_riskRatio_binom.Rd
man/fit_pot.Rd
man/remove_runs.Rd
man/fit_gev.Rd
man/calc_riskRatio_pot.Rd
man/normalize.Rd
man/calc_logReturnProbDiff_fevd.Rd
man/calc_riskRatio_gev.Rd
man/calc_returnValue_fevd.Rd
climextRemes documentation built on May 19, 2017, 8:45 p.m.

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