Other packages > Find by keyword >

imputeR  

A General Multivariate Imputation Framework
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("imputeR", "2.2")



Attach the package and use:
library("imputeR")
Maintained by
Steffen Moritz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-05-14
Latest Update: 2020-01-20
Description:
Multivariate Expectation-Maximization (EM) based imputation framework that offers several different algorithms. These include regularisation methods like Lasso and Ridge regression, tree-based models and dimensionality reduction methods like PCA and PLS.
How to cite:
Steffen Moritz (2014). imputeR: A General Multivariate Imputation Framework. R package version 2.2, https://cran.r-project.org/web/packages/imputeR. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.0 (2014-05-14 10:52), 2.0 (2017-03-09 08:22), 2.1 (2018-10-14 18:40)
Other packages that cited imputeR R package
View imputeR citation profile
Other R packages that imputeR depends, imports, suggests or enhances
Complete documentation for imputeR
Functions, R codes and Examples using the imputeR R package
Some associated functions: CubistR . Detect . Rmse . SimEval . SimIm . gbmC . glmboostR . guess . impute . imputeR-package . lassoC . lassoR . major . mixError . mixGuess . mr . orderbox . parkinson . pcrR . plotIm . plsR . ridgeC . ridgeR . rpartC . spect . stepBackC . stepBackR . stepBothC . stepBothR . stepForC . stepForR . tic . 
Some associated R codes: dataset.parkinson.R . dataset.spect.R . dataset.tic.R . funs.R . impute.R . imputeR-package.R . methods.R . mixError.R . mixGuess.R .  Full imputeR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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