A multivariate random parameter crash frequency model for exploring the associations between shoulder rumble strips on different crash types

A systemic approach to safety management has potential to be more cost effective than a traditional hot-spot approach in reducing crash frequency as it aims to identify sites with promise (SWiPs) b...