A Rural Road Accident Probability Model Based on Single-Vehicle Hazard Properties including Hazard Color and Mobility: A Driving Simulator Study

Table 3

LPM model of accident likelihood in relation to hazard properties.

Dependent variable	Independent variables	Estimated parameters	Standard error	t value	value
Accident	Speed	0.0019	0.00061	3.39	0.000
	Size	−0.0545	0.01022	−5.34	0.000
	Day	−0.2467	0.04978	−6.41	0.000
	Mobile	−0.1105	0.18054	−3.08	0.002
	PEN	−0.0084	0.00241	−3.75	0.001
	Green	−0.02763	0.4286	−6.35	0.000
	Green × day	0.2631	0.08790	3.16	0.003
	Yellow	−0.2258	0.04750	−5.91	0.000
	Yellow × day	0.1174	0.04081	3.01	0.003
	Mobile × size	0.0322	0.00773	3.89	0.000
	Size × day	0.0186	0.00418	2.53	0.012
	Intercept	0.3397	0.07019	4.99	0.000
Statistics		0.5830
		21.27
	Observations	1068
	ROC	0.7041
		4.70 × 10^–10

Ratio of correct prediction; conditional mean of error term.