Perform Monothetic Clustering with Extensions to Circular Data

Implementation of the Monothetic Clustering algorithm (Chavent, 1998 ) 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.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("monoClust")

1.2.0 by Tan Tran, a day ago


https://vinhtantran.github.io/monoClust/, https://github.com/vinhtantran/monoClust


Report a bug at https://github.com/vinhtantran/monoClust/issues


Browse source code at https://github.com/cran/monoClust


Authors: Tan Tran [aut, cre] , Brian McGuire [aut] , Mark Greenwood [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports cluster, doParallel, dplyr, foreach, ggplot2, graphics, grDevices, parallel, permute, purrr, rlang, stats, stringr, tibble, tidyr

Suggests knitr, mice, rmarkdown


See at CRAN