Version 0.9.0 Date 2013-10-09 Title Visualization and Imputation of Missing Values
| Title: | Version 0.9.0 Date 2013-10-09 Title Visualization and Imputation of Missing Values |
|---|---|
| Authors: | Daniel Schopfhauser; Matthias Templ; Andreas Alfons; Er Kowarik; Bernd Prantner; Maintainer Alexander Kowarik; Depends R; Lazydata True; Systemrequirements Bwidget; Needscompilation No |
| Contributors: | The Pennsylvania State University CiteSeerX Archives |
| Source: | http://cran.r-project.org/web/packages/VIMGUI/VIMGUI.pdf. |
| Publication Year: | 2014 |
| Collection: | CiteSeerX |
| Description: | Description 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. |
| Document Type: | text |
| File Description: | application/pdf |
| Language: | English |
| Relation: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.453.6131 |
| Availability: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.453.6131; http://cran.r-project.org/web/packages/VIMGUI/VIMGUI.pdf |
| Rights: | Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
| Accession Number: | edsbas.8721EDAB |
| Database: | BASE |