Traffic Risk Assessment Based on Warning Data

Table 5

Estimation results.

Variables	OLS	SLM	SEM
Constant	1.139^∗∗∗	0.590^∗∗∗	1.229^∗∗∗
Residential	0.032^∗∗∗	0.017^∗∗	0.024^∗∗∗
POI_gini	0.099^∗∗∗	0.060^∗	0.070^∗∗
Bus stop	0.093^∗∗∗	0.084^∗∗∗	0.089^∗∗∗
AIC	735.515	691.099	696.246
SC	751.657	711.277	712.387
Log-likelihood value	−363.758	−340.550	−344.123

Note: “^∗,” “^∗∗,” and “^∗∗∗” indicate significant effects at 0.10, 0.05, and 0.01 levels, respectively.