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. 2020 Feb 12;15(2):e0228728. doi: 10.1371/journal.pone.0228728

Table 4. Table of comparisons performed, and the important structural features therein.

G(n, p) indicates the Erdős-Rényi uncorrelated random graph, SBM is the stochastic blockmodel, PA is the preferential attachment model, CM is the degree matched configuration model, and WS is the Watts-Strogatz model.

Section Null Alternative Structural Difference
Stochastic Block Model G(n, p) SBM Community structure
Preferential Attachment G(n, p) PA High-degree vertices
Preferential Attachment vs Configuration Model CM PA Structure not in the degree sequence
Watts-Strogatz G(n, p) WS Local structure
Lattice Graph G(n, p) Lattice Extreme local structure