monoClust: Perform Monothetic Clustering with Extensions to Circular Data
Implementation of the Monothetic Clustering algorithm (Chavent, 1998 <doi:10.1016/S0167-8655(98)00087-7>) on continuous data sets. A lot of extensions are included in the package, including applying Monothetic clustering on data sets with circular variables, visualizations with the results, and permutation and cross-validation based tests to support the decision on the number of clusters.
| Version: | 1.2.1 |
| Depends: | R (≥ 3.3.0) |
| Imports: | cluster (≥ 2.0.5), doParallel, dplyr (≥ 1.0.0), foreach, ggplot2, graphics, grDevices, parallel, permute, purrr (≥ 0.3.0), rlang (≥ 0.3.0), stats, stringr (≥ 0.5), tibble (≥ 3.0.0), tidyr (≥ 1.0.0) |
| Suggests: | knitr, mice, rmarkdown, covr, testthat (≥ 3.0.0) |
| Published: | 2021-02-15 |
| DOI: | 10.32614/CRAN.package.monoClust |
| Author: | Tan Tran  [aut,
cre],
Brian McGuire [aut],
Mark Greenwood
[aut] |
| Maintainer: | Tan Tran <vinhtantran at gmail.com> |
| BugReports: | https://github.com/vinhtantran/monoClust/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://vinhtantran.github.io/monoClust/, https://github.com/vinhtantran/monoClust |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | monoClust results |
Documentation:
| Reference manual: | monoClust.pdf |
| Vignettes: |
Monothetic Clustering 'monoClust' Package |
Downloads:
| Package source: | monoClust_1.2.1.tar.gz |
| Windows binaries: | r-devel: monoClust_1.2.1.zip, r-release: monoClust_1.2.1.zip, r-oldrel: monoClust_1.2.1.zip |
| macOS binaries: | r-release (arm64): monoClust_1.2.1.tgz, r-oldrel (arm64): monoClust_1.2.1.tgz, r-release (x86_64): monoClust_1.2.1.tgz, r-oldrel (x86_64): monoClust_1.2.1.tgz |
| Old sources: | monoClust archive |
Reverse dependencies:
| Reverse imports: | puls |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=monoClust to link to this page.