A Random Parameter Logit Model of Immediate Red-Light Running Behavior of Pedestrians and Cyclists at Major-Major Intersections
Table 4
Summary of random and fixed parameter logit models estimation results for IRLR behaviour.
RPLM
FPLM
Coefficient
z
Coefficient
z
Intercept
1.739∗∗∗
5.3
-0.492
-0.23
No. of people waiting upon arrival
-0.946∗∗∗
-9.79
-0.121∗∗∗
-6.31
Std. Dev
0.893∗∗∗
10.04
No. of people crossing upon arrival
1.054∗∗∗
9.02
0.219∗∗∗
5.85
Std. Dev
3.064∗∗∗
9.91
Mode of transportation
Pedestrian VS. Electric bicycle
-2.629∗∗∗
-6.9
-0.759∗∗∗
-4.04
Std. Dev
3.995∗∗∗
8.08
Bicycle VS. Electric bicycle
-0.327
-0.327
-1.63
Std. Dev
2.005∗∗∗
Arrival phase
Arriv_phs_1 VS. Arriv_phs_3
-1.908∗∗∗
-5.67
-0.586∗∗
-2.44
Std. Dev
0.275
1.12
Arriv_phs_2 VS. Arriv_phs_3
-3.754∗∗∗
-8.84
-1.833∗∗∗
-8.25
Std. Dev
2.19∗∗∗
6.41
Speed change upon arrival
Slower VS. Unchanged
-1.295∗∗∗
-4.56
-0.402∗∗
-2.1
Std. Dev
0.517
1.57
Faster VS. Unchanged
11.359∗∗∗
6.51
3.641∗∗∗
4.97
Std. Dev
2.501
1.3
Sample size
1368
1368
-522.5
-521.152
-496.72
-671.030
AIC
1015.3
1060.3
∗∗ Significant at 0.95 level of confidence. ∗∗∗ Significant at 0.99 level of confidence. Standard deviation of normally distributed parameter. Initial log-likelihood. Log-likelihood at convergence. The left-turn light of the approach whose direction is same as the shooting direction is green. The left-turn light of the approach whose direction is vertical to the shooting direction is green. The go straight light of the approach whose direction is vertical to the shooting direction is green.
