Inference of Edge Correlations in Multilayer Networks

• Published in: arXiv.org
• Main Authors: Pamfil, A Roxana, Howison, Sam D, Porter, Mason A
• Format: Paper Journal Article
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 09.09.2020
• Subjects: Communities; Complex systems; Computer Science - Social and Information Networks; Conditioning; Correlation analysis; Mathematics - Combinatorics; Maximum likelihood estimates; Multilayers; Network analysis; Networks; Parameter estimation; Physics - Data Analysis, Statistics and Probability; Physics - Physics and Society; Statistics - Machine Learning; Time dependence

Many recent developments in network analysis have focused on multilayer networks, which one can use to encode time-dependent interactions, multiple types of interactions, and other complications that arise in complex systems. Like their monolayer counterparts, multilayer networks in applications oft...