Macrolevel Traffic Crash Analysis: A Spatial Econometric Model Approach

Table 4

Estimation results of SDM model.

Variables	Coefficient	Variables	Coefficient
Ln_Population_Density	0.147	×  Ln_Population_Density	0.058
Ln_Company_ Density	-0.612	×  Ln_Company_Density	-0.056
Ln_Consumption _ Density	0.086	×  Ln_Consumption_Density	0.002
Ln_Hotel_ Density	-0.089	×  Ln_Hotel_Density	-0.027
Ln_Residential_density	-0.084	×  Ln_Residental_density	0.009
Ln_Intersection _ Density	0.075	×  Ln_Intersection _Density	-0.080
Ln_Road_ Density	0.208	×  Ln_Road_Density	0.124
ρ	0.183
Log-likelihood	-713.783

Note: , , and indicate significance at the 1%, 5%, and 10% levels, respectively.