Package: evmissing 1.1.2

evmissing: Extreme Value Analyses with Missing Data

Performs likelihood-based extreme value inferences with adjustment for the presence of missing values based on Simpson and Northrop (2026) <doi:10.1002/env.70075>. A Generalised Extreme Value distribution is fitted to block maxima using maximum likelihood estimation, with the location and scale parameters reflecting the numbers of non-missing raw values in each block. A Bayesian version is also provided. For the purposes of comparison, there are options to make no adjustment for missing values or to discard any block maximum for which greater than a percentage of the underlying raw values are missing. Example datasets containing missing values are provided.

Authors:Paul J. Northrop [aut, cre, cph], Emma S. Simpson [aut, cph]

evmissing_1.1.2.tar.gz
evmissing_1.1.2.zip(r-4.7-any)evmissing_1.1.2.zip(r-4.6-any)evmissing_1.1.2.zip(r-4.5-any)
evmissing_1.1.2.tgz(r-4.6-any)evmissing_1.1.2.tgz(r-4.5-any)
evmissing_1.1.2.tar.gz(r-4.7-any)evmissing_1.1.2.tar.gz(r-4.6-any)
evmissing_1.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
evmissing/json (API)

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

Bug tracker:https://github.com/paulnorthrop/evmissing/issues

Pkgdown/docs site:https://paulnorthrop.github.io

Datasets:

On CRAN:

Conda:

bayesian-inferenceblock-maximaextreme-value-statisticsextremesgevmissing-datamissing-values

4.00 score 1 stars 3 scripts 368 downloads 13 exports 61 dependencies

Last updated from:a2ad985dde. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK229
source / vignettesOK182
linux-releaseOK238
macos-releaseOK222
macos-oldrelOK269
windows-develOK139
windows-releaseOK148
windows-oldrelOK133
wasm-releaseOK122

Exports:block_maximadays_in_monthdays_in_yeargev_bayesgev_influencegev_influence_rlgev_mlegev_returngev_tsgev_weightedmcarmcar2sim_data

Dependencies:abindbackportsbayesplotchandwichcheckmateclicpp11distributionaldplyrexdexfarvergamlssgamlss.datagamlss.distgamlssxgenericsggdistggplot2ggridgesgluegtableisobanditplabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsnievenlmenumDerivpillarpkgconfigplyrposteriorpurrrquadprogR6RColorBrewerRcppRcppArmadilloRcppRollreshape2revdbayesrlangrustS7scalesstringistringrsurvivaltensorAtibbletidyrtidyselectutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
evmissing: Extreme Value Analyses with Missing Dataevmissing-package evmissing
Block Maxima and Missing Informationblock_maxima
Ozone Levels at Bloomsbury, UKBloomsburyOzone
Annual Maxima Ozone Levels at Bloomsbury, UKBloomsburyOzoneMaxima
Number of Days per Month in 1846-2007BrestSurgeDays
Annual Maxima Sea Surge Heights at Brest, FranceBrestSurgeMaxima
Missing Values in Sea Surge Heights at Brest, FranceBrestSurgeMissing
Methods for objects of class '"confint_gev"'confint_gev_methods plot.confint_gev print.confint_gev
Methods for objects of class '"confint_return_level"'confint_return_level_methods plot.confint_return_level print.confint_return_level
Days in a Year or in a Monthdays days_in_month days_in_year
Methods for objects of class '"evmissing"'coef.evmissing confint.evmissing evmissing_methods logLik.evmissing nobs.evmissing plot.evmissing print.summary.evmissing summary.evmissing vcov.evmissing
GEV Bayesian Inference with Adjustment for Missing Datagev_bayes
GEV Influence Curvesgev_influence plot.gev_influence
GEV Influence Curves for Return Levelsgev_influence_rl plot.gev_influence_rl
GEV ML Inference with Adjustment for Missing Data (Independent Sequences)gev_mle
Return Level Inferencesgev_return
GEV ML Inference with Adjustment for Missing Data (Stationary Sequences)gev_ts
Weighted GEV ML Inference with Adjustment for Missing Datagev_weighted
Winter Snow Depth and Precipitation at La Plagne, FranceLaPlagne
Winter Precipitation Maxima and Missing Information at La Plagne, FranceLaPlagnePrecipMaxima
Winter Precipitation Maxima and Seasonal Missing Information at La Plagne, FranceLaPlagnePrecipMaximaSeasonal
Winter Precipitation Missingness at La Plagne, FranceLaPlagnePrecipMissings
Winter Snow Depth Maxima and Missing Information at La Plagne, FranceLaPlagneSnowMaxima
Winter Snow Depth Maxima and Seasonal Missing Information at La Plagne, FranceLaPlagneSnowMaximaSeasonal
Winter Snow Missingness at La Plagne, FranceLaPlagneSnowMissings
Plot method for objects inheriting from class '"block_maxima"'plot.block_maxima
Ozone Levels at Plymouth, UKPlymouthOzone
Annual Maxima Ozone Levels at Plymouth, UKPlymouthOzoneMaxima
Methods for objects of class '"return_level"'coef.return_level confint.return_level print.return_level print.summary.return_level return_level_methods summary.return_level vcov.return_level
Simulate Raw Datamcar mcar2 sim_data