Analysis of Large Networks Using Statistical and Mathematical Techniques: An Applied Study Using MATLAB

Abstract

This paper presents an analytical study of networks using mathematical and statistical techniques, with a focus on practical applications using MATLAB. The study aims to understand the internal structure of networks and analyze the nodes with the highest influence using centrality factors such as degree centrality, median centrality, closeness centrality,  the experience conducted with MATLAB-supported applications for network representation and extraction of statistical indicators.