Table 4. Model selection for all tested GEE models under both Brownian and Ornstein-Uhlenbeck modes of evolution using the complete dataset collected here (models from Table 2).
Model | Brownian Evolution QIC | O-U Evolution QIC |
---|---|---|
i) BM | 186.365 | 37.459 |
ii) BM + CS | 236.149 | 40.446 |
iii) BM + HP + CS | 200.492 | 37.920 |
iv) BM+ MP + FP + CS | 239.241 | 44.073 |
v) BM + HP + FP + MP + CS | 200.102 | 41.879 |
vi) BM + HT | 453.644 | 53.225 |
vii) BM + CS + HT | 458.322 | 58.564 |
viii) BM + HP + CS + HT | 468.529 | 60.486 |
ix) BM+ MP + FP + CS + HT | 459.464 | 62.541 |
x) BM + HP + FP + MP + CS + HT | 469.980 | 64.437 |
xi) BM + ME | 188.630 | 37.866 |
xii) BM + CS + ME | 242.280 | 41.656 |
xiii) BM + HP + CS + ME | 215.036 | 39.304 |
xiv) BM+ MP + FP + CS + ME | 245.455 | 45.204 |
xv) BM + HP + FP + MP + CS + ME | 214.440 | 43.272 |
The model with the lowest QIC value (bold) represents the best balance of explanatory power and model complexity available from the suite of tested models. Models within 4 QIC of the best model (bold italics) still contain some explanatory power.