CRAN/E | imputeR

imputeR

A General Multivariate Imputation Framework

Installation

About

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.

Citation imputeR citation info
github.com/SteffenMoritz/imputeR
Bug report File report

Key Metrics

Version 2.2
R ≥ 3.1.0
Published 2020-01-20 1557 days ago
Needs compilation? no
License GPL-3
CRAN checks imputeR results

Downloads

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Last 30 days 334 +3%
Last 90 days 976 -50%
Last 365 days 5.071 +3%

Maintainer

Maintainer

Steffen Moritz

steffen.moritz10@gmail.com

Authors

Steffen Moritz

aut / cre

Lingbing Feng

aut

Gen Nowak

ctb

Alan. H. Welsh

ctb

Terry. J. O'Neill

ctb

Material

README
NEWS
Reference manual
Package source

In Views

MissingData

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

imputeR archive

Depends

R ≥ 3.1.0

Imports

stats
utils
graphics
reshape2

Suggests

testthat
caret
glmnet
pls
Cubist
ridge
gbm
mboost
rpart
earth

Reverse Enhances

miceadds