Other packages > Find by keyword >

missSOM  

Self-Organizing Maps with Built-in Missing Data Imputation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("missSOM", "1.0.1")



Attach the package and use:
library("missSOM")
Maintained by
Sara Rejeb
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-10
Latest Update: 2022-05-05
Description:
The Self-Organizing Maps with Built-in Missing Data Imputation. Missing values are imputed and regularly updated during the online Kohonen algorithm. Our method can be used for data visualisation, clustering or imputation of missing data. It is an extension of the online algorithm of the 'kohonen' package. The method is described in the article "Self-Organizing Maps for Exploration of Partially Observed Data and Imputation of Missing Values" by S. Rejeb, C. Duveau, T. Rebafka (2022) .
How to cite:
Sara Rejeb (2021). missSOM: Self-Organizing Maps with Built-in Missing Data Imputation. R package version 1.0.1, https://cran.r-project.org/web/packages/missSOM. Accessed 25 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:30), 1.0.0 (2021-11-10 16:50), 1.0.1 (2022-05-05 08:20)
Other packages that cited missSOM R package
View missSOM citation profile
Other R packages that missSOM depends, imports, suggests or enhances
Complete documentation for missSOM
Functions, R codes and Examples using the missSOM R package
Some associated functions: imputeSOM . map.missSOM . missSOM . nir . object.distances . plot.missSOM . summary.missSOM . tricolor . unit.distances . wines . yeast . 
Some associated R codes: RcppExports.R . check.data.R . getDistancePointers.R . imputeSOM.R . map.R . missSOM.R . nir.R . object.distances.R . plot.missSOM.R . somgrid.R . summary.R . tricolor.R . unit.distances.R . wines.R . yeast.R .  Full missSOM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

missDiag  
Comparing Observed and Imputed Values under MAR and MCAR
Implements the computation of discrepancy statistics summarizing differences between the density of ...
Download / Learn more Package Citations See dependency  
commonsMath  
JAR Files of the Apache Commons Mathematics Library
'Java' JAR files for the Apache Commons Mathematics Library for use by users and other packages. ...
Download / Learn more Package Citations See dependency  
hwep  
Hardy-Weinberg Equilibrium in Polyploids
Inference concerning equilibrium and random mating in autopolyploids. Methods are available to test ...
Download / Learn more Package Citations See dependency  
connectwidgets  
Organize and Curate Your Content Within 'Posit Connect'
A collection of helper functions and 'htmlwidgets' to help publishers curate content collections on ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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