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: Downloads: Reverse dependencies: Linking:Please use the canonical form https://CRAN.R-project.org/package=monoClust to link to this page.
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