Statistical analysis of network properties for the three kinds of connectivity matrices
| Name of the network property | C ABS | C MAX | C MIN |
|---|---|---|---|
| Mean weighted outdegree | 0.69 | 0.83 | 0.5 |
| Variance of weighted outdegree | 0.055 (0.23; 0.13) | 0.035 (0.17; 0.13) | 0.12 |
| Spectral norm | 0.0099 (0; 0.091) | 0.0083 (0.061; 0.046) | 0.026 (0.11; 0.13) |
| Frobenius norm | 0.42 | 0.47 | 0.27 |
| Mean neighbor weighted outdegree | 0.21 | 0.24 | 0.4 |
| Variance of neighbor weighted outdegree | 0.0099 (0.03; 0.079) | 0.0131 (0.076; 0.1) | 0.0233 (0.71; 0.89) |
| Mean betweenness | 0.20 | 0.75 | 0.66 |
| Variance of betweenness | 0.098 (0.12; 0.48) | 0.44 | 0.3 |
| Mean page-rank | 0.4 | 0.96 | 0.58 |
| Variance of page-rank | 0.17 | 0.47 | 0.27 |
| Mean length of the shortest path between two nodes | 0.29 | 0.47 | 0.4 |
| Variance of length of the shortest paths | 0.17 | 0.8 | 0.4 |
| Mean harmonic closeness centrality | 0.29 | 0.47 | 0.4 |
| Variance of harmonic closeness centrality | 0.068 (0.91; 0.62) | 0.2 | 0.5 |
| Assortative mixing (Pearson’s total weighted degree correlation) | 0.17 | 0.66 | 0.058 |
| S-metric, sum of the product of nodal degrees across edges | 0.81 | 0.5 | 0.78 |
| Degree of asymmetry, largest eigenvalue of the skew-symmetric part of the Laplacian of a directed graph (Li and Zhang, 2012). | 0.026 (0.14; 0.1) | 0.011 (0.21; 0) | 0.026 (0.26; 0.045) |
| Mean spectrum, mean of eigenvalues of symmetric part of the Laplacian matrix of the directed graph (Li and Zhang, 2012). | 0.74 | 0.8 | 0.14 |
| Variance of spectrum, variance of eigenvalues of symmetric part of the Laplacian matrix of the directed graph (Li and Zhang, 2012). | 0.4 | 0.25 | 0.88 |
| Maximum of spectrum, largest eigenvalue of symmetric part of the Laplacian matrix of the directed graph (Li and Zhang, 2012). | 0.17 | 0.25 | 0.76 |
Table contains values of the Benjamini–Hochberg FDR for the Kruskal–Wallis test for comparison of medians of measures on Days 0, 7, and 28. In brackets post hoc effect sizes quantified with AUROC: (Day 0 vs Day 7; Day 0 vs Day 28). Bold values show FDR < 0.1 and AUROC < 0.2 or AUROC > 0.8.