Table 3.
Model accuracy (adjusted R 2, top row) and p value (bottom row) for each replication for each model of interest.
| Replication | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Outcome Variable | Gender | Graph-theory Measure | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Mean |
| CTQ | Male | CC | 12% | 7% | 14% | 1% | 9% | 7% | 2% | 19% | 11% | 13% | 9%* |
| 0.11 | 0.26 | 0.09 | 0.40 | 0.10 | 0.22 | 0.36 | 0.03 | 0.09 | 0.07 | ||||
| Male | EC | 0% | 0% | 1% | 0% | 0% | 0% | 3% | 2% | 3% | 0% | 1% | |
| 0.68 | 0.60 | 0.42 | 0.58 | 0.42 | 0.79 | 0.29 | 0.38 | 0.31 | 0.60 | ||||
| Female | CC | 15% | 13% | 15% | 15% | 9% | 0% | 11% | 6% | 6% | 3% | 9% | |
| 0.06 | 0.17 | 0.11 | 0.11 | 0.17 | 0.52 | 0.20 | 0.23 | 0.34 | 0.36 | ||||
| Female | EC | 28% | 29% | 39% | 37% | 23% | 35% | 31% | 24% | 21% | 7% | 27%* | |
| 0.04 | 0.02 | 0.01 | 0.01 | 0.03 | 0.01 | 0.01 | 0.03 | 0.03 | 0.29 | ||||
| YRSUSE | Male | CC | 17% | 5% | 6% | 2% | 7% | 15% | 2% | 0% | 21% | 4% | 8% |
| 0.05 | 0.18 | 0.26 | 0.36 | 0.17 | 0.11 | 0.34 | 0.64 | 0.03 | 0.29 | ||||
| Male | EC | 18% | 23% | 19% | 10% | 15% | 17% | 27% | 3% | 1% | 22% | 16%* | |
| 0.03 | 0.01 | 0.01 | 0.07 | 0.06 | 0.03 | 0.01 | 0.34 | 0.30 | 0.02 | ||||
| Female | CC | 6% | 24% | 11% | 30% | 24% | 25% | 14% | 28% | 21% | 21% | 20%* | |
| 0.23 | 0.01 | 0.16 | 0.01 | 0.02 | 0.02 | 0.10 | 0.01 | 0.03 | 0.05 | ||||
| Female | EC | 13% | 21% | 16% | 37% | 40% | 34% | 4% | 6% | 14% | 11% | 19% | |
| 0.16 | 0.06 | 0.06 | 0.01 | 0.01 | 0.02 | 0.34 | 0.27 | 0.09 | 0.18 | ||||
*Indicates best model based on average accuracy and number of significant replications when comparing EC and CC.
CTQ, Childhood Trauma Questionnaire total score; YRSUSE, years of cocaine se; CC, clustering coefficient; EC, eigenvector centrality.