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Package: VIM | ||
Version: 4.4.0 | ||
Package: VIM | ||
Version: 4.4.1 | ||
Date: 2015-09-15 | ||
Title: Visualization and Imputation of Missing Values | ||
Author: Matthias Templ, Andreas Alfons, Alexander Kowarik, Bernd Prantner | ||
Maintainer: Matthias Templ <[email protected]> | ||
Depends: | ||
R (>= 3.1.0),colorspace,grid,data.table(>= 1.9.4) | ||
Imports: | ||
car, | ||
grDevices, | ||
robustbase, | ||
stats, | ||
sp, | ||
vcd,MASS,nnet,e1071,methods,Rcpp,utils,graphics | ||
Description: 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. | ||
LazyData: TRUE | ||
License: GPL (>= 2) | ||
URL: https://github.com/alexkowa/VIM | ||
Repository: CRAN | ||
LinkingTo: Rcpp | ||
Title: Visualization and Imputation of Missing Values | ||
Author: Matthias Templ, Andreas Alfons, Alexander Kowarik, Bernd Prantner | ||
Maintainer: Matthias Templ <[email protected]> | ||
Depends: | ||
R (>= 3.1.0),colorspace,grid,data.table(>= 1.9.4) | ||
Imports: | ||
car, | ||
grDevices, | ||
robustbase, | ||
stats, | ||
sp, | ||
vcd,MASS,nnet,e1071,methods,Rcpp,utils,graphics | ||
Description: 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. | ||
LazyData: TRUE | ||
License: GPL (>= 2) | ||
URL: https://github.com/alexkowa/VIM | ||
Repository: CRAN | ||
LinkingTo: Rcpp |