Other packages > Find by keyword >

VIM  

Visualization and Imputation of Missing Values
View on CRAN: Click here


Download and install VIM package within the R console
Install from CRAN:
install.packages("VIM")

Install from Github:
library("remotes")
install_github("cran/VIM")

Install by package version:
library("remotes")
install_version("VIM", "7.0.0")



Attach the package and use:
library("VIM")
Maintained by
Matthias Templ
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-10-11
Latest Update: 2025-09-01
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.
How to cite:
Matthias Templ (2012). VIM: Visualization and Imputation of Missing Values. R package version 7.0.0, https://cran.r-project.org/web/packages/VIM. Accessed 06 Mar. 2026.
Previous versions and publish date:
3.0.2 (2012-10-11 18:17), 3.0.3.1 (2013-04-11 15:53), 3.0.3 (2013-01-09 17:22), 4.0.0 (2013-10-10 14:03), 4.1.0 (2014-10-25 23:07), 4.3.0 (2015-07-07 13:01), 4.4.1 (2015-09-15 15:15), 4.5.0 (2016-06-29 23:29), 4.6.0 (2016-10-17 12:41), 4.7.0 (2017-04-11 15:38), 4.8.0 (2019-02-11 13:33), 5.1.0 (2020-02-05 17:10), 5.1.1 (2020-03-10 17:20), 6.0.0 (2020-05-08 15:30), 6.1.0 (2021-01-19 18:00), 6.1.1 (2021-07-22 14:10), 6.2.2 (2022-08-25 14:12), 6.2.6 (2025-09-18 07:10)
Other packages that cited VIM R package
View VIM citation profile
Other R packages that VIM depends, imports, suggests or enhances
Complete documentation for VIM
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA