Modeling Multilevel Data in Traffic Safety: A Bayesian Hierarchical Approach

This book starts with a literature review of crash prediction models. It then develops hierarchical models using Markov chain Monte Carlo algorithms. Case studies from Singapore of crash-frequency prediction and crash-severity prediction are included.