ClusBoot: Bootstrap a Clustering Solution to Establish the Stability of the Clusters

Providing a cluster allocation for n samples, either with an $n \times p$ data matrix or an $n \times n$ distance matrix, a bootstrap procedure is performed. The proportion of bootstrap replicates where a pair of samples cluster in the same cluster indicates who tightly the samples in a particular cluster clusters together.

Version: 1.2.2
Depends: R (≥ 2.10)
Imports: graphics, grDevices, stats
Suggests: fpc, testthat (≥ 3.0.0)
Published: 2024-07-08
DOI: 10.32614/CRAN.package.ClusBoot
Author: Sugnet Lubbe ORCID iD [aut, cre, cph]
Maintainer: Sugnet Lubbe <slubbe at sun.ac.za>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: ClusBoot results

Documentation:

Reference manual: ClusBoot.pdf

Downloads:

Package source: ClusBoot_1.2.2.tar.gz
Windows binaries: r-devel: ClusBoot_1.2.2.zip, r-release: ClusBoot_1.2.2.zip, r-oldrel: ClusBoot_1.2.2.zip
macOS binaries: r-release (arm64): ClusBoot_1.2.2.tgz, r-oldrel (arm64): ClusBoot_1.2.2.tgz, r-release (x86_64): ClusBoot_1.2.2.tgz, r-oldrel (x86_64): ClusBoot_1.2.2.tgz
Old sources: ClusBoot archive

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