Package: ggmice 0.1.2

Hanne Oberman

ggmice: Visualizations for 'mice' with 'ggplot2'

Enhance a 'mice' imputation workflow with visualizations for incomplete and/or imputed data. The plotting functions produce 'ggplot' objects which may be easily manipulated or extended. Use 'ggmice' to inspect missing data, develop imputation models, evaluate algorithmic convergence, or compare observed versus imputed data.

Authors:Hanne Oberman [aut, cre], Utrecht University [fnd], University Medical Centre Utrecht [fnd], Thom Volker [ctb], Gerko Vink [ctb], Pepijn Vink [ctb], Jamie Wallis [ctb], Kyle Lang [ctb]

ggmice_0.1.2.tar.gz
ggmice_0.1.2.zip(r-4.7-any)ggmice_0.1.2.zip(r-4.6-any)ggmice_0.1.2.zip(r-4.5-any)
ggmice_0.1.2.tgz(r-4.6-any)ggmice_0.1.2.tgz(r-4.5-any)
ggmice_0.1.2.tar.gz(r-4.7-any)ggmice_0.1.2.tar.gz(r-4.6-any)
ggmice_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ggmice/json (API)

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

Bug tracker:https://github.com/amices/ggmice/issues

Pkgdown/docs site:https://amices.org

On CRAN:

Conda:

ggplot2micevisualization

8.88 score 35 stars 1 packages 292 scripts 607 downloads 13 exports 71 dependencies

Last updated from:92fac67ac8. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK219
source / vignettesOK255
linux-releaseOK218
macos-releaseOK138
macos-oldrelOK147
windows-develOK131
windows-releaseOK129
windows-oldrelOK141
wasm-releaseOK133

Exports:%>%aesbwplotdensityplotggmiceplot_corrplot_fluxplot_missplot_patternplot_predplot_tracestripplotxyplot

Dependencies:backportsbitbit64bootbroomclicliprcodetoolscpp11crayondplyrfarverforcatsforeachgenericsggplot2glmnetgluegtablehavenhmsisobanditeratorsjomolabelinglatticelifecyclelme4magrittrMASSMatrixmiceminqamitmlnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasrlangrpartS7scalesshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsviridisLitevroomwithr

Get started with ggmice
Minimal example | Incomplete data | Imputed data | Imputation workflow | Set-up | Exploring incomplete data | plot_miss() | plot_pattern() | ggmice() | Building imputation models | plot_pred() | plot_corr() | plot_flux() | Evaluating imputations | plot_trace() | Take-aways | Supporting information | Acknowledgements | References
Rendered fromggmice.Rmdusingknitr::rmarkdown

Last update: 2026-08-10
Started: 2022-03-03

Old friends
Create the ggmice equivalent of mice plots | bwplot | densityplot | fluxplot | md.pattern | plot.mids | stripplot | xyplot | Extensions | Interactive plots | Plot multiple variables
Rendered fromold_friends.Rmdusingknitr::rmarkdown

Last update: 2025-11-09
Started: 2022-03-08