As the outcome measure is either 0 or 1, a logistic
regression model can be used to estimate the effect of the risk factors
on the probability of (i) traffic violation; and (ii) fatal/serious
injury in an accident. Although binary logit model is the most common
method to analyze injury-severity outcomes, ordinal discrete
outcome model is a viable alternative when injury data are of ordinal
type .