ARIMA time series intervention models for killed, serious injuries and case-fatality rates (CFRs) between 1988–1999. On November 1993 the legal speed limit was changed from 90 kph to 100 kph
Road Type | Variable | Model* | Parameter (Lag)† | Parameter Estimate | t-value‡ |
---|---|---|---|---|---|
*Models: Intervention models involving a step function were observed for all models. There was no evidence within any of the models to support a significant pulse function or decay effect. | |||||
†INTV: Intervention occurred on November 1993 when the speed limit was legally raised from 90 kph to 100 kph | |||||
‡The significance levels for the T-values is as follows: 1.977, p = 0.05; 2.353, p = 0.02; 2.611, p = 0.01; 3.361, p = 0.001. | |||||
§CFRS is the modified case fatality rate calculated as follows deaths/(deaths+serious injuries) | |||||
All Roads Combined | Killed | (0,0,0)(0,1,1)s | MA(12) | 0.879 | 7.11 |
INTV | 4.694 | 3.94 | |||
Serious Injuries | (0,1,1)(1,0,0)s | MA(1) | 0.593 | 8.63 | |
AR(12) | 0.309 | 3.68 | |||
INTV | −31.7 | −1.24 | |||
CFR | (1,0,1) | AR(1) | 0.993 | 327.6 | |
MA(1) | 1.017 | 69.62 | |||
INTV | 0.393 | 4.54 | |||
CFRS§ | (1,0,0) | AR(1) | 0.242 | 2.967 | |
INTV | 2.502 | 6.048 | |||
Urban Roads | Killed | (0,0,0) | INTV | 1.625 | 2.129 |
Serious Injuries | (0,1,1)(1,0,0)s | MA(1) | 0.75 | 13.24 | |
AR(12) | 0.3 | 3.6 | |||
INTV | −3.31 | −0.29 | |||
CFR | (1,0,1) | AR(1) | 0.918 | 37.29 | |
MA(1) | 0.805 | 14.53 | |||
INTV | −0.075 | 0.724 | |||
CFRS§ | (1,0,1) | AR(1) | 0.614 | 3.24 | |
MA(1) | 0.515 | 2.409 | |||
INTV | 1.522 | 3.288 | |||
Interurban Roads | Killed | (0,0,0)(0,1,1)s | MA(12) | 0.886 | 6.815 |
INTV | 3.11 | 3.172 | |||
Serious Injuries | (0,1,1)(1,0,0)s | MA(1) | 0.472 | 6.29 | |
AR(12) | 0.304 | 3.63 | |||
INTV | −33.92 | −1.74 | |||
CFR | (1,0,1) | AR(1) | 0.986 | 54.04 | |
MA(1) | 0.725 | 10.92 | |||
INTV | 1.275 | 2.578 | |||
CFRS§ | (1,0,0)(1,0,0)s | AR(1) | −0.336 | 2.84 | |
AR(12) | 0.44 | 3.899 | |||
INTV | 4.12 | 2.611 |