Table 2.
Estimation of τ in simulation for the subject-specific intensity model. m is the number of drivers, and τ is the change-point.
| No. of change- points |
m | τ | Average of estimates |
RMSE | |Bias (%)| | Coverage probability (%) |
|---|---|---|---|---|---|---|
| 1 | 40 | 60 | 68.0 | 19.8 | 13.3 | 89.7 |
| 80 | 60 | 65.2 | 14.9 | 8.7 | 93.1 | |
| 120 | 60 | 65.1 | 14.7 | 8.5 | 94.6 | |
| 40 | 75 | 79.1 | 19.6 | 5.5 | 87.0 | |
| 80 | 75 | 76.4 | 13.6 | 1.9 | 90.4 | |
| 120 | 75 | 76.4 | 13.6 | 1.9 | 93.0 | |
| 40 | 90 | 90.8 | 19.9 | 0.9 | 85.6 | |
| 80 | 90 | 87.6 | 13.2 | 2.7 | 86.2 | |
| 120 | 90 | 88.8 | 12.9 | 1.3 | 88.5 | |
|
| ||||||
| 2 | 40 | τ1 = 50 | 53.4 | 7.2 | 6.8 | 83.7 |
| τ2 = 120 | 114.2 | 10.4 | 4.8 | 87.7 | ||
| 80 | τ1 = 50 | 50.5 | 5.6 | 7.0 | 89.6 | |
| τ2 = 120 | 115.3 | 8.2 | 3.9 | 89.4 | ||