VIM: Visualization and Imputation of Missing Values
New tools for the visualization of missing and/or imputed values are introduced, which can be used for exploring the data and the structure of the missing and/or imputed values. Depending on this structure of the missing values, the corresponding methods may help to identify the mechanism generating the missing values and allows to explore the data including missing values. In addition, the quality of imputation can be visually explored using various univariate, bivariate, multiple and multivariate plot methods. A graphical user interface available in the separate package VIMGUI allows an easy handling of the implemented plot methods.
| Version: | 6.2.2 |
| Depends: | R (≥ 3.5.0), colorspace, grid |
| Imports: | car, grDevices, magrittr, robustbase, stats, sp, vcd, MASS, nnet, e1071, methods, Rcpp, utils, graphics, laeken, ranger, data.table (≥ 1.9.4) |
| LinkingTo: | Rcpp |
| Suggests: | dplyr, tinytest, knitr, rmarkdown, reactable, covr, withr |
| Published: | 2022-08-25 |
| DOI: | 10.32614/CRAN.package.VIM |
| Author: | Matthias Templ [aut, cre],
Alexander Kowarik |
| Maintainer: | Matthias Templ <matthias.templ at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/statistikat/VIM |
| NeedsCompilation: | yes |
| Citation: | VIM citation info |
| Materials: | NEWS |
| In views: | MissingData, OfficialStatistics |
| CRAN checks: | VIM results |
Documentation:
| Reference manual: | VIM.pdf |
| Vignettes: |
VIM Supportive Graphic Methods Donor based Imputation Methods Imputation Method IRMI Model based Imputation Methods |
Downloads:
| Package source: | VIM_6.2.2.tar.gz |
| Windows binaries: | r-devel: VIM_6.2.2.zip, r-release: VIM_6.2.2.zip, r-oldrel: VIM_6.2.2.zip |
| macOS binaries: | r-release (arm64): VIM_6.2.2.tgz, r-oldrel (arm64): VIM_6.2.2.tgz, r-release (x86_64): VIM_6.2.2.tgz, r-oldrel (x86_64): VIM_6.2.2.tgz |
| Old sources: | VIM archive |
Reverse dependencies:
| Reverse imports: | destiny, FuzzyImputationTest, lfproQC, MAICtools, MIGEE, missCompare, MSPrep, onlineBcp, promor, qmtools, robCompositions, sdcMicro, simPop, simputation |
| Reverse suggests: | clusterMI, micemd |
Linking:
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