Table 4 Maximum likelihood model comparison in E2
From: Effects of verbal tasks on driving simulator performance
Model | df | AIC | BIC | Loglik | Deviance | Χ2 | df | p |
|---|---|---|---|---|---|---|---|---|
Base | 7 | 195,163 | 195,239 | − 97,575 | 195,149 |  |  |  |
Intercept | 16 | 137,966 | 138,140 | − 68,967 | 137,934 | 57,214.82 | 9 | < .001*** |
Slope | 23 | 125,513 | 125,763 | − 62,734 | 125,467 | 12,467.19 | 7 | < .001*** |
Quadratic | 30 | 125,332 | 125,657 | − 62,636 | 125,272 | 195.38 | 7 | < .001*** |
Cubic | 37 | 125,075 | 125,476 | − 62,500 | 125,001 | 270.85 | 7 | < .001*** |
Quartic | 44 | 125,047 | 125,524 | − 62,479 | 124,959 | 42.19 | 7 | < .001*** |