Table 2.
Results summarizing the overall effect of site on global metrics before harmonization, after matrix harmonization and after parameter harmonization.
| Parameter | Before harmonization | Matrix harmonization | Parameter harmonization | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall effect of site | No. of pairwise between site differences p <0.05 (%) | Overall effect of site | No. of pairwise between site differences p <0.05 (%) | Overall effect of site | No. of pairwise between site differences p <0.05 (%) | ||||
| F | η2 | F | η2 | F | η2 | ||||
| Global efficiency | 651.08*** | 0.87 | 14 (93) | 3.88** | 0.04 | 4 (26) | 0.68 | <0.01 | 0 (0) |
| Clustering coefficient | 86.38*** | 0.47 | 12 (80) | 295.44*** | 0.76 | 15 (100) | 0.19 | <0.01 | 0 (0) |
| Modularity | 309.87*** | 0.76 | 13 (86) | 158.06*** | 0.62 | 13 (86) | 0.09 | <0.01 | 0 (0) |
| Small worldness | 182.93*** | 0.66 | 12 (80) | 170.69*** | 0.64 | 11 (73) | 0.02 | <0.01 | 0 (0) |
| Density | 286.23*** | 0.75 | 13 (86) | 286.23*** | 0.75 | 13 (86) | 0.25 | <0.01 | 0 (0) |
**
p < 0.001;
***
p < 0.0001.