Visualization and Imputation of Missing Values CRAN Task View: Multivariate (http://CRAN.R-project.org/view=Multivariate) CRAN Task View: OfficialStatistics (http://CRAN.R-project.org/view=OfficialStatistics) 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. Software Depends: R (>= 2.10),e1071,car, colorspace, nnet, robustbase, tcltk, tkrplot, sp, vcd, Rcpp Imports: car, colorspace, grDevices, robustbase, stats, tcltk, sp, utils, vcd Matthias Templ <templ@tuwien.ac.at> Matthias Templ, Andreas Alfons, Alexander Kowarik, Bernd Prantner GPL (>= 2) 2012-01-24 application/tgz http://CRAN.R-project.org/package=VIM