Networks in Social Sciences and Economics
Course available in Moodle
Lecture Notes and Material
(1) Graph theory
Graphs
Paths and Circuits
Trees and Planar Graphs
Graph Colouring
(2) Multi-layer Networks
Multi-layer 1
Multi-layer 2
Multi-layer 3
Additional Material
(3) Random Graph
Erdos-Renyi
Watts-Strogatz
Barabási-Albert
4) Graph statistical extraction and analysis
Switching Graphs
Variational Bayes
A Stochastic Block Model
Laboratory sessions
Please be sure to have Gephi installed if you would like to replicate the Gephi Lab session (Download Gephi)
Please be sure to have MATLAB installed if you would like to replicate the MATLAB Lab session (Download MATLAB, use the Campus License available in your UNIVE personal area, or register for free at Mathworks and use MATLAB online).
(1) Laboratory with Gephi
Reference for an Introduction to Gephi: web.
1.2 Here a tutorial
1.3 Reference to Force Atlas 2 in Gephi
1.4 Network files used in these labs: zip
(2) Laboratory with Matlab
2.1 Download MATLAB
2.2 Use MATLAB online.
2.3 MATLAB codes for random graph models
2.4 References on random graph models