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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
   54   55   56   57   58   59   60   61   62   63   64