Table 3 Type I error and power of the model to check differentially expressed FC patterns between two groups in term of simulation setting: sample size N, structure of between-subject variability, number of regions V, degree of heterogeneity and dependence among the edges ρ = 0.7
p = 0.7 | Compound Symmetry | Scaled | ||||
|---|---|---|---|---|---|---|
Heterogeneity | Heterogeneity | |||||
V | N | Low | High | Low | High | |
Type I Error | 20 | 10 | 0.050 | 0.020 | 0.070 | 0.070 |
25 | 0.040 | 0.010 | 0.040 | 0.030 | ||
25 | 10 | 0.030 | 0.060 | 0.050 | 0.050 | |
25 | 0.080 | 0.060 | 0.040 | 0.040 | ||
30 | 10 | 0.030 | 0.050 | 0.070 | 0.080 | |
25 | 0.080 | 0.050 | 0.070 | 0.070 | ||
Power | 20 | 10 | 0.070 | 0.050 | 0.910 | 0.900 |
25 | 0.150 | 0.250 | 1.000 | 1.000 | ||
25 | 10 | 0.100 | 0.110 | 0.880 | 0.870 | |
25 | 0.190 | 0.400 | 1.000 | 1.000 | ||
30 | 10 | 0.200 | 0.260 | 1.000 | 1.000 | |
25 | 0.600 | 0.770 | 1.000 | 1.000 | ||