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", "6.2.2")



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: 2022-08-25
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 6.2.2, https://cran.r-project.org/web/packages/VIM
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)
Other packages that cited VIM R package
View VIM citation profile
Other R packages that VIM depends, imports, suggests or enhances
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

baguette  
Efficient Model Functions for Bagging
Tree- and rule-based models can be bagged () using this package and their p ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
foghorn  
Summarize CRAN Check Results in the Terminal
The CRAN check results and where your package stands in the CRAN submission queue in your R termina ...
Download / Learn more Package Citations See dependency  
coro  
'Coroutines' for R
Provides 'coroutines' for R, a family of functions that can be suspended and resumed later on. This ...
Download / Learn more Package Citations See dependency  
wordpiece.data  
Data for Wordpiece-Style Tokenization
Provides data to be used by the wordpiece algorithm in order to tokenize text into somewhat meaning ...
Download / Learn more Package Citations See dependency  
ids  
Generate Random Identifiers
Generate random or human readable and pronounceable identifiers. ...
Download / Learn more Package Citations See dependency  

22,187

R Packages

188,753

Dependencies

55,244

Author Associations

22,188

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns