Table 4: Summary of random and fixed parameter logit models estimation results for IRLR behaviour.

RPLMFPLM
CoefficientzCoefficientz

Intercept1.739∗∗∗5.3-0.492-0.23
No. of people waiting upon arrival-0.946∗∗∗-9.79-0.121∗∗∗-6.31
Std. Dev0.893∗∗∗10.04
No. of people crossing upon arrival1.054∗∗∗9.020.219∗∗∗5.85
Std. Dev3.064∗∗∗9.91

Mode of transportation
Pedestrian VS. Electric bicycle-2.629∗∗∗-6.9-0.759∗∗∗-4.04
Std. Dev3.995∗∗∗8.08
Bicycle VS. Electric bicycle-0.327-0.327-1.63
Std. Dev2.005∗∗∗

Arrival phase
Arriv_phs_1 VS. Arriv_phs_3-1.908∗∗∗-5.67-0.586∗∗-2.44
Std. Dev0.2751.12
Arriv_phs_2 VS. Arriv_phs_3-3.754∗∗∗-8.84-1.833∗∗∗-8.25
Std. Dev2.19∗∗∗6.41

Speed change upon arrival
Slower VS. Unchanged-1.295∗∗∗-4.56-0.402∗∗-2.1
Std. Dev0.5171.57
Faster VS. Unchanged11.359∗∗∗6.513.641∗∗∗4.97
Std. Dev2.5011.3
Sample size13681368
-522.5-521.152
-496.72-671.030
 AIC1015.31060.3

∗∗ 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.