VALIDICLUST
VALID Inference for Clusters Separation Testing
v0.1.0
·
Dec 1, 2022
·
MIT + file LICENSE
Description
Given a partition resulting from any clustering algorithm, the implemented tests allow valid post-clustering inference by testing if a given variable significantly separates two of the estimated clusters. Methods are detailed in: Hivert B, Agniel D, Thiebaut R & Hejblum BP (2022). "Post-clustering difference testing: valid inference and practical considerations", <arXiv:2210.13172>.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| 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 | 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)
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r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Benjamin Hivert <benjamin.hivert@u-bordeaux.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Benjamin",
family = "Hivert",
role = c("aut", "cre"),
email = "benjamin.hivert@u-bordeaux.fr")
as necessary.
The Description field contains
practical considerations", <arXiv:2210.13172>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Benjamin Hivert <benjamin.hivert@u-bordeaux.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Benjamin",
family = "Hivert",
role = c("aut", "cre"),
email = "benjamin.hivert@u-bordeaux.fr")
as necessary.
The Description field contains
practical considerations", <arXiv:2210.13172>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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r-oldrel-macos-arm64
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r-oldrel-macos-x86_64
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r-oldrel-windows-x86_64
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r-patched-linux-x86_64
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r-release-linux-x86_64
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Benjamin Hivert <benjamin.hivert@u-bordeaux.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Benjamin",
family = "Hivert",
role = c("aut", "cre"),
email = "benjamin.hivert@u-bordeaux.fr")
as necessary.
The Description field contains
practical considerations", <arXiv:2210.13172>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Benjamin Hivert <benjamin.hivert@u-bordeaux.fr>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Benjamin",
family = "Hivert",
role = c("aut", "cre"),
email = "benjamin.hivert@u-bordeaux.fr")
as necessary.
The Description field contains
practical considerations", <arXiv:2210.13172>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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Version History
new
0.1.0
Mar 9, 2026