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Table 4.2: Multinomial logit estimates of occupant injury severity
Log-likelihood -18214.0
Restricted Log-likelihood -23060.6
Chi-Square 9693.1
p-value <0.0001
Fatal Injury Severe Injury Minor Injury
Variables Coefficient Std. Err. Coefficient Std. Err. Coefficient Std. Err.
Constant -9.537*** 0.873 -4.770*** 0.328 -2.098*** 0.252
Occupants' Residence Neighbourhood Characteristics
Education (%)
University -0.019** 0.008 -0.016*** 0.003 -0.007*** 0.002
Technical 0.069** 0.029 -0.023* 0.013 0.007 0.011
Birthplace (%)
Overseas 0.006 0.007 0.017*** 0.003 0.006** 0.003
Australia 0.006 0.005 0.008*** 0.003 0.004* 0.002
Occupation (%)
47
