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ShapleyValue

Shapley Value Regression for Relative Importance of Attributes

v0.2.0 · Jul 26, 2021 · MIT + file LICENSE

Description

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

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CRAN Check Status

4 NOTE
10 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jingyi Liang <jingyiliang19@163.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jingyi",
                    family = "Liang",
                    role = c("aut", "cre"),
                    email = "jingyiliang19@163.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jingyi Liang <jingyiliang19@163.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jingyi",
                    family = "Liang",
                    role = c("aut", "cre"),
                    email = "jingyiliang19@163.com")
as necessary.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘kableExtra’ ‘tidyverse’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘kableExtra’ ‘tidyverse’
  All declared Imports should be used.
OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

*


            
OK r-oldrel-macos-arm64

*


            
OK r-oldrel-macos-x86_64

*


            
OK r-oldrel-windows-x86_64

*


            
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

*


            
OK r-release-macos-x86_64

*


            
OK r-release-windows-x86_64

*


            

Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Jingyi Liang <jingyiliang19@163.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jingyi",
                    family = "Liang",
                    role = c("aut", "cre"),
                    email = "jingyiliang19@163.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jingyi Liang <jingyiliang19@163.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Jingyi",
                    family = "Liang",
                    role = c("aut", "cre"),
                    email = "jingyiliang19@163.com")
as necessary.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘kableExtra’ ‘tidyverse’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘MASS’ ‘kableExtra’ ‘tidyverse’
  All declared Imports should be used.

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies tidyverse kableExtra MASS practicalSigni ShapleyValue

Version History

new 0.2.0 Mar 9, 2026