test_split

Vector of the index of observations that
are members of the left child node and the right child node, respectively.

members_l, members_r

Can be chosen between <code>sw</code> (simple-withhold, default), <code>rl</code>
(resplit-limit), or <code>rn</code> (resplit-nolimit). See Details.

method

The data set which is being clustered.

data

Splitting variable at current split.

split_var

Number of permutations required to calculate test statistic.

Statistic to use. Choosing between <code>"f"</code> (Calinski-Harabasz's
pseudo-F (Calinski and Harabasz, 1974)) or <code>"aw"</code> (Average silhoutte width
by Rousseeuw (1987)).

stat

Number of CPU cores on the current host. When set to NULL,
all available cores are used.

ncores

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.

test_split: Hypothesis Test at Split

Description

Usage

Arguments

Value