monoClust-package {monoClust}

monoClust: Perform Monothetic Clustering with Extensions to Circular Data

Description

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.

Author(s)

Maintainer: Tan Tran [e-mail] (ORCID)

Authors:

• Brian McGuire [e-mail]

• Mark Greenwood [e-mail] (ORCID)

See Also

Useful links:

• https://vinhtantran.github.io/monoClust/

• https://github.com/vinhtantran/monoClust

• Report bugs at https://github.com/vinhtantran/monoClust/issues