Research Article
A New GNB Model of Crash Frequency for Freeway Sharp Horizontal Curve Based on Interactive Influence of Explanatory Variables
Table 4
AIC, BIC, and Pseudo R2 of 6 main models and their specific models.
| Model | Explanatory Variable of | AIC | BIC | Pseudo- R2s |
| 1 | - | 401.12 | 413.51 | 0.03 |
| 2.1 | ā | 406.32 | 416.23 | 0.02 | 2.2 | - | 407.63 | 417.53 | 0.02 | 2.3 | - | 431.79 | 441.70 | 0.01 |
| 3 | T | 398.47 | 413.33 | 0.04 | 3 | RT | 400.33 | 417.68 | 0.04 | 3 | LT | 400.34 | 417.68 | 0.04 | 3 | LTR | 402.18 | 422.00 | 0.04 | 3 | L | 402.71 | 417.57 | 0.03 | 3 | R | 402.96 | 417.82 | 0.03 | 3 | LR | 404.38 | 421.72 | 0.03 |
| 4.1 | T | 409.23 | 421.61 | 0.02 | 4.1 | R | 409.34 | 421.73 | 0.02 | 4.1 | L | 409.61 | 422.00 | 0.01 | 4.1 | RT | 410.37 | 425.23 | 0.02 | 4.1 | LT | 411.19 | 426.05 | 0.01 | 4.1 | LR | 411.32 | 426.19 | 0.01 | 4.1 | LTR | 412.29 | 429.63 | 0.01 | 4.2 | L | 408.08 | 420.46 | 0.02 | 4.2 | T | 408.12 | 420.508 | 0.02 | 4.2 | R | 408.30 | 420.68 | 0.02 | 4.2 | LT | 410.04 | 424.91 | 0.02 | 4.2 | LR | 410.08 | 424.94 | 0.02 | 4.2 | RT | 410.10 | 424.96 | 0.02 | 4.2 | LTR | 412.04 | 429.38 | 0.01 | 4.3 | T | 402.32 | 414.71 | 0.04 | 4.3 | R | 402.49 | 414.87 | 0.04 | 4.3 | L | 402.55 | 414.94 | 0.05 | 4.3 | RT | 404.30 | 419.17 | 0.03 | 4.3 | LT | 404.32 | 419.18 | 0.03 | 4.3 | LR | 404.49 | 419.35 | 0.03 | 4.3 | LTR | 406.30 | 423.64 | 0.03 |
| 5 | - | 400.71 | 427.96 | 0.06 |
| 6 | T | 393.99 | 423.72 | 0.08 | 6 | RT | 395.49 | 427.70 | 0.08 | 6 | LT | 395.99 | 428.20 | 0.08 | 6 | LTR | 397.49 | 432.18 | 0.08 | 6 | L | 402.34 | 432.06 | 0.06 | 6 | R | 402.71 | 432.44 | 0.06 | 6 | LR | 404.22 | 436.43 | 0.06 |
|
|