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.html ,monoClust.pdf |
| Vignettes: | Monothetic Clustering 'monoClust' Package (source,R code) |
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:
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