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ShapleyValue: Shapley Value Regression for Relative Importance of Attributes

Shapley Value Regression for calculating the relative importance of independent variables in linear regression with avoiding the collinearity.

Version: 0.2.0
Imports: tidyverse, kableExtra, MASS, utils
Suggests: knitr, rmarkdown
Published: 2021-07-27
DOI: 10.32614/CRAN.package.ShapleyValue
Author: Jingyi Liang
Maintainer: Jingyi Liang <jingyiliang19 at 163.com>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: ShapleyValue results

Documentation:

Reference manual: ShapleyValue.pdf
Vignettes: ShapleyValue

Downloads:

Package source: ShapleyValue_0.2.0.tar.gz
Windows binaries: r-devel: ShapleyValue_0.2.0.zip, r-release: ShapleyValue_0.2.0.zip, r-oldrel: ShapleyValue_0.2.0.zip
macOS binaries: r-release (arm64): ShapleyValue_0.2.0.tgz, r-oldrel (arm64): ShapleyValue_0.2.0.tgz, r-release (x86_64): ShapleyValue_0.2.0.tgz, r-oldrel (x86_64): ShapleyValue_0.2.0.tgz
Old sources: ShapleyValue archive

Reverse dependencies:

Reverse imports: practicalSigni

Linking:

Please use the canonical form https://CRAN.R-project.org/package=ShapleyValue to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.