General imputation framework based on variable selection methods including regularisation methods, tree-based models and dimension reduction methods.

Documentation

Manual: imputeR.pdf
Vignette: None available.

Maintainer: Steffen Moritz <steffen.moritz10 at gmail.com>

Author(s): Lingbing Feng, Steffen Moritz, Gen Nowak, Alan. H. Welsh, Terry. J. O'Neill

Install package and any missing dependencies by running this line in your R console:

install.packages("imputeR")

Depends R (>= 3.1.0),
Imports caret, reshape2, glmnet, pls, rda, Cubist, ridge, gbm, mboost, rpart
Suggests testthat
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Package imputeR
Materials
URL http://github.com/SteffenMoritz/imputeR
Task Views
Version 2.0
Published 2017-03-09
License GPL-3
BugReports https://github.com/SteffenMoritz/imputeR/issues
SystemRequirements
NeedsCompilation no
Citation
CRAN checks imputeR check results
Package source imputeR_2.0.tar.gz