constructionGraph

This function constructs graphs from data with pearson correlation and
proportional thresholding (the data should be with the same names (the nodes)
in columns for all the matrices).

It constructs a Consensus Network which identifies the general information of all the layers and Specific Networks for each layer with the information present only in that layer and not in all the others.The method is described in Policastro et al. (2024) "INet for network integration" <doi:10.1007/s00180-024-01536-8>.

Valeria Policastro

INetTool

Integration Network

Matteo Magnani

Claudia Angelini

Annamaria Carissimo

constructionGraph function

<dl><dt>data</dt>
<dd>a list of datasets</dd>
<dt>perc</dt>
<dd>percentile (default 0.95 it takes the 5 percent of the highest
weights)</dd></dl>

Arguments

constructionGraph — constructionGraph

<dl>

<dt>data</dt>
<dd>a list of datasets</dd>


<dt>perc</dt>
<dd>percentile (default 0.95 it takes the 5 percent of the highest
weights)</dd>

</dl>

constructionGraph: constructionGraph

Description

Usage

Value

Arguments

Examples