sim_validation

A network from simulated data. For testing purposes.

datasets

This is an R implementation of the netinf algorithm (Gomez Rodriguez, Leskovec, and Krause, 2010)<doi:10.1145/1835804.1835933>. Given a set of events that spread between a set of nodes the algorithm infers the most likely stable diffusion network that is underlying the diffusion process.

Fridolin Linder

NetworkInference

Inferring Latent Diffusion Networks

Bruce Desmarais

sim_validation function

An object of class <code>data.frame</code> with 4 columns, containing:<dl>
 <dt>origin_node</dt>
<dd>Origin of diffusion edge.</dd> <dt>destination_node</dt>
<dd>Destination node of diffusion edge.</dd> <dt>improvement</dt>
<dd>Improvement in score for the edge</dd> <dt>p-value</dt>
<dd>p-value for vuong test</dd>
</dl>

Format

Larger simulated validation network. — sim_validation

An object of class <code>data.frame</code> with 4 columns, containing:<dl>
 <dt>origin_node</dt>
<dd>Origin of diffusion edge.</dd>

 <dt>destination_node</dt>
<dd>Destination node of diffusion edge.</dd>

 <dt>improvement</dt>
<dd>Improvement in score for the edge</dd>

 <dt>p-value</dt>
<dd>p-value for vuong test</dd>


</dl>

sim_validation: Larger simulated validation network.

Description

Usage

Arguments

Format