This package introduces new tools for the visualization of missing and/or imputed values, 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 missings 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 allows an easy handling of the implemented plot methods.
| Version: | 0.9.0 |
| Depends: | R (≥ 2.13), tcltk, tkrplot, VIM (≥ 4.0.0), survey, gWidgetsRGtk2 |
| Imports: | foreign, RGtk2, Cairo, Hmisc |
| Published: | 2014-01-02 |
| Author: | Daniel Schopfhauser, Matthias Templ, Andreas Alfons, Alexander Kowarik, Bernd Prantner |
| Maintainer: | Alexander Kowarik <alexander.kowarik at statistik.gv.at> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/alexkowa/VIMGUI |
| NeedsCompilation: | no |
| SystemRequirements: | BWidget |
| Materials: | README NEWS |
| CRAN checks: | VIMGUI results |
| Reference manual: | VIMGUI.pdf |
| Vignettes: |
An application of VIM to EU-SILC data Visualization of imputed values with VIM |
| Package source: | VIMGUI_0.9.0.tar.gz |
| Windows binaries: | r-devel: VIMGUI_0.9.0.zip, r-release: VIMGUI_0.9.0.zip, r-oldrel: VIMGUI_0.9.0.zip |
| OS X Snow Leopard binaries: | r-release: VIMGUI_0.9.0.tgz, r-oldrel: VIMGUI_0.9.0.tgz |
| OS X Mavericks binaries: | r-release: not available |