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DESCRIPTION
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Package: imputeR
Title: A General Multivariate Imputation Framework
Version: 2.2
Date: 2020-01-20
Authors@R:
c(
person("Steffen", "Moritz", email="[email protected]", role=c("aut", "cre"), comment = c(ORCID = "0000-0002-0085-1804")),person("Lingbing", "Feng", role=c("aut")),person("Gen", "Nowak", role=c("ctb")),person("Alan. H.", "Welsh", role=c("ctb")),person("Terry. J.", "O'Neill", role=c("ctb"))
)
Author: Steffen Moritz [aut, cre] (<https://orcid.org/0000-0002-0085-1804>), Lingbing Feng [aut], Gen Nowak [ctb], Alan. H. Welsh [ctb], Terry. J. O'Neill [ctb]
Maintainer: Steffen Moritz <[email protected]>
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.
LazyData: yes
Type: Package
ByteCompile: TRUE
BugReports: https://github.com/SteffenMoritz/imputeR/issues
URL: http://github.com/SteffenMoritz/imputeR
Repository: CRAN
Depends:
R (>= 3.1.0),
Imports:
stats,
utils,
graphics,
reshape2
Suggests:
testthat,
caret,
glmnet,
pls,
Cubist,
ridge,
gbm,
mboost,
rpart,
earth
License: GPL-3
RoxygenNote: 6.1.1