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. 2020 Jun 22;5(1):32. doi: 10.1007/s41109-020-00273-3

Table 2.

Traits of degree heterogeneity among proposed normalisations

Defined for Computational Complements Value for Value for Value for
Metric Normalised all networks efficiency have equal values star graph regular graph random graph
v No Yes High Yes as n 0 (n−1)p(1−p)
v¯ Yes Yes High Yes →1 as n 0 ≈2/n
σ2(Zimmermann et al. 2004) No Yes High No as n 0 depends on n and p
J(Snijders 1981) No Yes Low No 1 0 depends on n and p
ρ(Estrada 2010) Yes No Moderate No 1 0 depends on n and p