gcvec

Compute graphlet correlations over the desired orbits (default is 11 non-redundant orbits of graphlets of size &lt;=4) for a single graph <code>G</code>

Model selection for penalized graphical models using the Stability Approach to Regularization Selection ('StARS'), with options for speed-ups including Bounded StARS (B-StARS), batch computing, and other stability metrics (e.g., graphlet stability G-StARS). Christian L. Müller, Richard Bonneau, Zachary Kurtz (2016) <arXiv:1605.07072>.

Zachary Kurtz

pulsar

Parallel Utilities for Lambda Selection along a Regularization
Path

Christian Müller

gcvec function

<dl><dt>G</dt>
<dd>a \(p*p\) adjacency matrix (dense or sparse) of a graph.</dd>
<dt>orbind</dt>
<dd>index vector for which orbits to use for computing pairwise graphlet correlations. Default is from Yaveroğlu et al, 2014 (see References), but 1 offset needed for R-style indexing.</dd></dl>

Arguments

Graphlet correlation vector — gcvec

<dl>

<dt>G</dt>
<dd>a \(p*p\) adjacency matrix (dense or sparse) of a graph.</dd>


<dt>orbind</dt>
<dd>index vector for which orbits to use for computing pairwise graphlet correlations. Default is from Yaveroğlu et al, 2014 (see References), but 1 offset needed for R-style indexing.</dd>

</dl>

gcvec: Graphlet correlation vector

Description

Usage

Arguments

References