plot_dendrogram

plotting a dendrogram with colored branches

internal

Directed Dependence Coefficient (didec) is a measure of directed dependence. Multivariate Feature Ordering by Conditional Independence (MFOCI) is a variable selection algorithm based on didec. Hierarchical Variable Clustering (VarClustPartition) is a variable clustering method based on didec. For more information, see the paper by
Ansari and Fuchs (2024, <doi:10.48550/arXiv.2212.01621>), and the paper by
Fuchs and Wang (2024, <doi:10.1016/j.ijar.2024.109185>).

Yuping Wang

didec

Directed Dependence Coefficient

Sebastian Fuchs

Jonathan Ansari

plot_dendrogram function

<dl><dt>dend</dt>
<dd>a dendrogram</dd>
<dt>num.cluster</dt>
<dd>the number of colored branches</dd>
<dt>linkage</dt>
<dd>logical; if 'True', the linkage method is used</dd>
<dt>ylab</dt>
<dd>a string</dd>
<dt>cex.lab</dt>
<dd>a value</dd>
<dt>cex.axis</dt>
<dd>a value</dd></dl>

Arguments

plotting a dendrogram with colored branches — plot_dendrogram

<dl>

<dt>dend</dt>
<dd>a dendrogram</dd>


<dt>num.cluster</dt>
<dd>the number of colored branches</dd>


<dt>linkage</dt>
<dd>logical; if 'True', the linkage method is used</dd>


<dt>ylab</dt>
<dd>a string</dd>


<dt>cex.lab</dt>
<dd>a value</dd>


<dt>cex.axis</dt>
<dd>a value</dd>

</dl>

plot_dendrogram: plotting a dendrogram with colored branches

Description

Usage

Value

Arguments