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.
Version: | 0.1.0 |
Imports: | cli, dplyr, ggplot2, magrittr, mice, purrr, rlang, stats, stringr, tidyr, tidyselect, utils |
Suggests: | covr, knitr, patchwork, plotly, rmarkdown, testthat (≥ 3.0.0) |
Published: | 2023-08-07 |
DOI: | 10.32614/CRAN.package.ggmice |
Author: | Hanne Oberman [aut, cre], Utrecht University [fnd], University Medical Centre Utrecht [fnd], Thom Volker [ctb], Gerko Vink [ctb], Pepijn Vink [ctb], Jamie Wallis [ctb] |
Maintainer: | Hanne Oberman <h.i.oberman at uu.nl> |
BugReports: | https://github.com/amices/ggmice |
License: | GPL (≥ 3) |
Copyright: | 'ggmice' authors |
URL: | https://github.com/amices/ggmice, https://amices.org/, https://amices.org/ggmice/ |
NeedsCompilation: | no |
Materials: | README NEWS |
In views: | MissingData |
CRAN checks: | ggmice results |
Reference manual: | ggmice.pdf |
Vignettes: |
ggmice old_friends |
Package source: | ggmice_0.1.0.tar.gz |
Windows binaries: | r-devel: ggmice_0.1.0.zip, r-release: ggmice_0.1.0.zip, r-oldrel: ggmice_0.1.0.zip |
macOS binaries: | r-release (arm64): ggmice_0.1.0.tgz, r-oldrel (arm64): ggmice_0.1.0.tgz, r-release (x86_64): ggmice_0.1.0.tgz, r-oldrel (x86_64): ggmice_0.1.0.tgz |
Old sources: | ggmice archive |
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