ρT | Small-world | Scale-freea | ||||||
---|---|---|---|---|---|---|---|---|
C | L | Crand | Lrand | S | λ | Signed R2 | p value | |
0.4 | 0.71 | 2.05 | 0.41 | 1.72 | 1.44 | 0.23 | −0.07 | 0.004 |
0.5 | 0.70 | 2.44 | 0.37 | 1.81 | 1.39 | 0.06 | −0.01 | 0.29 |
0.6 | 0.63 | 2.92 | 0.31 | 1.92 | 1.36 | −0.21 | 0.10 | 0.001 |
0.7 | 0.58 | 3.86 | 0.23 | 2.11 | 1.40 | −0.49 | 0.38 | 1.31 × 10−9 |
0.8 | 0.44 | 2.87 | 0.12 | 2.45 | 3.00 | −0.77 | 0.68 | 2.39 × 10−12 |
0.9 | 0.14 | 2.70 | 0.03 | 3.44 | 6.70 | −1.58 | 0.93 | 3.26 × 10−11 |
↵aTo test the scale-free property of the network, the frequency of the nodes that have degree k, denoted by f(k), was fitted to a power function of k, given by f(k) = constant·k−λ, where λ is also the slope of the fitted line of the log-log plot for log(f(k)) regressed against log(k). Signed R2 = −sgn(λ)·R2. Here sgn represents the sign function; R2 is the Pearson's coefficient of determination for the fitted line, whose significance is given by the p value in the last column.