TABLE 3.
Consistency of DWEs detected in four types of difference networks. We show the consistency of results for each pair of the four difference networks. Based on the consistency results, edges are classified into four possible categories. Values presented in the table are the number of edges in each consistency results category
| Consistency and inconsistency in between-group test results a |
|||||
|---|---|---|---|---|---|
| Difference network |
Sig in I Sig in II |
Insig in I Insig in II |
Sig in I Insig in II |
Insig in I Sig in II |
|
| I | II | ||||
| Pearson model-free | Pearson model-based | 662 | 32,504 | 131 | 114 |
| Pearson model-free | Partial model-free | 51 | 32,392 | 691 | 406 |
| Pearson model-based | Partial model-based | 73 | 31,936 | 703 | 699 |
| Partial model-based | Partial model-free | 454 | 32,936 | 4 | 318 |
The four consistency results categories: (1) Sig in I, Sig in II: edges that demonstrate significant between-group differences based on the difference network estimated in Models I and II; (2) Insig in I, Insig in II: edges that demonstrate insignificant between-group differences based on the difference network estimated in Models I and II; (3) Sig in I, Insig in II: edges that demonstrate significant between-group differences based on the difference network in Model I but insignificant results based on Model II; (4) Insig in I, Sig in II: edges that demonstrate insignificant between-group differences based on the difference network based on Model I but significant results based on Model II.