| Poisson | Negative binomial | Zero-inflated Poisson | Zero-inflated Negative binomial |
No injury accidents | ||||
Passenger car volume | 0.00028* | 0.00036 | 0.00022 | 0.00028 |
Heavy vehicle volume | 0.00018 | −0.00001 | 0.00014 | 0.00009 |
Light non-passenger car vehicle volume | 0.00054 | 0.00066 | 0.00043 | 0.00064 |
Traffic speed | 0.00687 | 0.01053 | 0.00392 | 0.0084 |
Number of lanes | 0.1901 | 0.2359 | 0.1012 | 0.0567 |
Number of horizontal curves | 0.3221 | 0.3715 | 0.2317 | 0.3031 |
Number of access roads | 0.1354 | 0.1743 | 0.0939 | 0.1170 |
Injury or fatal accidents | ||||
Passenger car volume | −0.00011 | −0.00011 | −0.00012 | −0.00012 |
Heavy vehicle volume | −0.00026 | −0.00019 | −0.00015 | −0.00017 |
Light non-passenger car vehicle volume | 0.00074 | 0.0010 | 0.00076 | 0.0011 |
Traffic speed | 0.00351 | 0.0043 | 0.0021 | 0.0130 |
Number of lanes | −0.1521 | −0.0971 | −0.0008 | −0.0991 |
Number of horizontal curves | 0.5268 | 0.5031 | 0.5012 | 0.4467 |
Number of access roads | 0.0781 | 0.09701 | 0.1075 | 0.0656 |