VIMGUI: Visualization and Imputation of Missing Values

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

Downloads:

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
MacOS X binary: VIMGUI_0.9.0.tgz
Windows binary: VIMGUI_0.9.0.zip