Project story
From question to working system.
This research program investigates why some crashes result in more severe outcomes, with one study focused on pedestrian injury severity in Victoria, Australia and another on crashes involving urban transit buses.
Ordered and unordered logistic regression, binomial and multinomial logit models, classification methods, and careful data preparation were used to compare risk factors and translate statistical results into practical safety insights.