imputeGeneric: Ease the Implementation of Imputation Methods

The general workflow of most imputation methods is quite similar. The aim of this package is to provide parts of this general workflow to make the implementation of imputation methods easier. The heart of an imputation method is normally the used model. These models can be defined using the 'parsnip' package or customized specifications. The rest of an imputation method are more technical specification e.g. which columns and rows should be used for imputation and in which order. These technical specifications can be set inside the imputation functions.

Version: 0.1.0
Imports: gower, parsnip, stats
Suggests: missMethods, rpart, testthat (≥ 3.0.0)
Published: 2022-03-03
Author: Tobias Rockel [aut, cre]
Maintainer: Tobias Rockel <Rockel.To at gmail.com>
BugReports: https://github.com/torockel/imputeGeneric/issues
License: GPL (≥ 3)
URL: https://github.com/torockel/imputeGeneric
NeedsCompilation: no
Materials: README NEWS
CRAN checks: imputeGeneric results

Documentation:

Reference manual: imputeGeneric.pdf

Downloads:

Package source: imputeGeneric_0.1.0.tar.gz
Windows binaries: r-devel: imputeGeneric_0.1.0.zip, r-release: imputeGeneric_0.1.0.zip, r-oldrel: imputeGeneric_0.1.0.zip
macOS binaries: r-release (arm64): imputeGeneric_0.1.0.tgz, r-release (x86_64): imputeGeneric_0.1.0.tgz, r-oldrel: imputeGeneric_0.1.0.tgz

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