Table 7 Predictive measures of variables having a highly significant association with lifetime depression.
From: The UKB envirome of depression: from interactions to synergistic effects
Variable | Association | Residual variance | Predictive performance | |||||
|---|---|---|---|---|---|---|---|---|
−Log (p) | Rank | Variance | Reduction | Rank | Score | Ratio | Rank | |
Neuroticism | 800 | 1 | 0.203 | 19.02% | 1 | 0.702 | 97.17% | 1 |
Current depressive symptoms | 800 | 2 | 0.208 | 16.67% | 2 | 0.636 | 88.05% | 2 |
Satisfaction | 703.3 | 3 | 0.247 | 1.21% | 10 | 0.545 | 75.40% | 11 |
Parental depression | 528.1 | 4 | 0.238 | 4.93% | 4 | 0.626 | 86.61% | 3 |
Headache | 388.8 | 5 | 0.236 | 5.46% | 3 | 0.568 | 78.53% | 6 |
Life stress | 377.3 | 6 | 0.243 | 2.93% | 7 | 0.574 | 79.41% | 4 |
Falls | 344.3 | 7 | 0.243 | 2.99% | 6 | 0.560 | 77.44% | 8 |
Household | 291.2 | 8 | 0.246 | 1.47% | 9 | 0.564 | 78.02% | 7 |
Insomnia | 283.7 | 9 | 0.242 | 3.04% | 5 | 0.550 | 76.15% | 10 |
Weight change | 237.4 | 10 | 0.249 | 0.30% | 11 | 0.570 | 78.85% | 5 |
Body fat | 129.9 | 11 | 0.246 | 1.52% | 8 | 0.556 | 76.89% | 9 |
