varPro
Model-Independent Variable Selection via the Rule-Based Variable Priority
v2.1.0
·
Feb 12, 2026
·
GPL (>= 3)
Description
A new framework of variable selection, which instead of generating artificial covariates such as permutation importance and knockoffs, creates release rules to examine the affect on the response for each covariate where the conditional distribution of the response variable can be arbitrary and unknown.
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11
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Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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 (15 non-OK)
OK
r-devel-linux-x86_64-debian-clang
*
OK
r-devel-linux-x86_64-debian-gcc
*
OK
r-devel-linux-x86_64-fedora-clang
*
OK
r-devel-linux-x86_64-fedora-gcc
*
OK
r-devel-macos-arm64
*
OK
r-devel-windows-x86_64
*
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 9.6Mb
sub-directories of 1Mb or more:
data 8.3Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 9.6Mb
sub-directories of 1Mb or more:
data 8.3Mb
NOTE
r-oldrel-windows-x86_64
installed package size
installed size is 9.2Mb
sub-directories of 1Mb or more:
data 8.3Mb
NOTE
r-oldrel-windows-x86_64
package dependencies
Package suggested but not available for checking: 'doMC'
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 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 9.6Mb
sub-directories of 1Mb or more:
data 8.3Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 9.6Mb
sub-directories of 1Mb or more:
data 8.3Mb
NOTE
r-oldrel-windows-x86_64
package dependencies
Package suggested but not available for checking: 'doMC'
Dependency Network
Version History
new
2.1.0
Mar 9, 2026