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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CRAN Check Status

2 NOTE

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	38.9s
r-devel-linux-x86_64-debian-gcc	NOTE	28.6s
r-devel-linux-x86_64-fedora-clang	OK	56.9s
r-devel-linux-x86_64-fedora-gcc	OK	54.7s
r-devel-macos-arm64	OK	12s
r-devel-windows-x86_64	OK	133s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	29s
r-oldrel-windows-x86_64	OK	96s
r-patched-linux-x86_64	OK	34.2s
r-release-linux-x86_64	OK	33.6s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	34s
r-release-windows-x86_64	OK	54s

Check details (2 non-OK)

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>.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 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>.

Dependency Network

Version History

new 0.1.0 Mar 10, 2026