VIM (6.0.0)

1 user

Visualization and Imputation of Missing Values.

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.

Maintainer: Matthias Templ
Author(s): Matthias Templ [aut, cre], Alexander Kowarik [aut] (<>), Andreas Alfons [aut], Gregor de Cillia [aut], Bernd Prantner [ctb]

License: GPL (>= 2)

Uses: car, colorspace, e1071, laeken, magrittr, MASS, nnet, ranger, Rcpp, robustbase, sp, vcd, testthat, knitr, dplyr, rmarkdown
Reverse depends: miP, RcmdrPlugin.pointG, VIMGUI
Reverse suggests: mice, micemd, simputation

Released 17 days ago.

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Related packages: Hmisc, mice, mitools, mix, pan, Amelia, mi, norm, MatchThem, ade4, car, dr, gmodels, ltm, MNP, vcd, VGAM, MatchIt, nlme, survey(20 best matches, based on common tags.)

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