compute_xi

ComputeXi

Combinatorial matrix computed according to soft
configuration model or 'regular' gnp model.

Provides functions for model fitting and selection of generalised hypergeometric ensembles of random graphs (gHypEG).
To learn how to use it, check the vignettes for a quick tutorial.
Please reference its use as Casiraghi, G., Nanumyan, V. (2019) <doi:10.5281/zenodo.2555300>
together with those relevant references from the one listed below.
The package is based on the research developed at the Chair of Systems Design, ETH Zurich.
Casiraghi, G., Nanumyan, V., Scholtes, I., Schweitzer, F. (2016) <doi:10.48550/arXiv.1607.02441>.
Casiraghi, G., Nanumyan, V., Scholtes, I., Schweitzer, F. (2017) <doi:10.1007/978-3-319-67256-4_11>.
Casiraghi, G., (2017) <doi:10.48550/arXiv.1702.02048>.
Brandenberger, L., Casiraghi, G., Nanumyan, V., Schweitzer, F. (2019) <doi:10.1145/3341161.3342926>.
Casiraghi, G. (2019) <doi:10.1007/s41109-019-0241-1>.
Casiraghi, G., Nanumyan, V. (2021) <doi:10.1038/s41598-021-92519-y>.
Casiraghi, G. (2021) <doi:10.1088/2632-072X/ac0493>.

Giona Casiraghi

ghypernet

Fit and Simulate Generalised Hypergeometric Ensembles of Graphs

Vahan Nanumyan

Laurence Brandenberger

Giacomo Vaccario

compute_xi function

<dl><dt>adj</dt>
<dd>adjacency matrix</dd>
<dt>directed</dt>
<dd>boolean, whether the model is for a directed network</dd>
<dt>selfloops</dt>
<dd>boolean, whether the model contains selfloops</dd>
<dt>regular</dt>
<dd>boolean. Is the combinatorial matrix computed for configuration model or for regular gnp model? default FALSE.</dd></dl>

Arguments

Auxiliary function. Computes combinatorial matrix. — compute_xi

<dl>

<dt>adj</dt>
<dd>adjacency matrix</dd>


<dt>directed</dt>
<dd>boolean, whether the model is for a directed network</dd>


<dt>selfloops</dt>
<dd>boolean, whether the model contains selfloops</dd>


<dt>regular</dt>
<dd>boolean. Is the combinatorial matrix computed for configuration model or for regular gnp model? default FALSE.</dd>

</dl>

compute_xi: Auxiliary function. Computes combinatorial matrix.

Description

Usage

Value

Arguments

Examples