Statistical Analysis for Study of the Effect of Dark Clothing Color of Female Pedestrians on the Severity of Accident Using Machine Learning Methods

Table 11

MLR results in the twentieth step.

Variables	β	S.E.	Wald	Sig.	Exp (β)
Age 51 and above	3.405	0.889	14.670	0.012	30.114
Chador clothing	4.624	1.578	8.587	0.023	101.901
Other dark clothing	4.125	1.287	10.273	0.003	61.868
1 : 00 to 7 : 00	−1.658	0.861	3.708	0.001	0.191
17 : 00 to 21 : 00	3.074	1.026	8.977	0.025	21.628
Wednesday to Friday and holidays	1.493	1.070	1.947	0.003	4.450
Master’s degree	−2.786	0.757	13.545	0.000	0.062
Sudden jump in front of the vehicle	3.603	1.116	10.423	0.000	36.708
Walking in the nondirection of the vehicle’s movement	−2.261	0.880	6.601	0.001	0.104
Allowed to cross	−1.098	0.855	1.649	0.016	0.334
Rainy weather	4.007	1.131	12.552	0.000	54.982
Arterial road	2.867	0.779	13.545	0.000	17.584
Constant	5.260	2.361	4.963	0.000	192.481