cluster_stats

Distance object (as generated by <code><a rd-options="=dist" href="/link/dist()?package=monoClust&version=1.2.1&to=%3Ddist" data-mini-rdoc="=dist::dist()">dist()</a></code>) or a distance matrix
between cases.

Integer vector of length of the number of cases, which
indicates a clustering. The clusters have to be numbered from 1 to the
number of clusters.

clustering

Calinski-Harabasz's pseudo-F (Calinski and Harabasz, 1974) and Average
silhoutte width (Rousseeuw, 1987) calculation.

internal

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.

Tan Tran

monoClust

Perform Monothetic Clustering with Extensions to Circular Data

Brian McGuire

Mark Greenwood

cluster_stats function

Distance object (as generated by <code><a rd-options='=dist' href='dist()'>dist()</a></code>) or a distance matrix
between cases.

cluster_stats: Cluster Statistics Calculation

Description

Usage

Arguments

Value

References

See Also