Modelling trends in road accident frequency - Bayesian inference for rates with uncertain exposure.

Louise K. Lloyd Jonathan J. Forster

Published in: Comput. Stat. Data Anal. (2014)

Keyphrases

bayesian inference
traffic accidents
road safety
probabilistic model
prior information
hierarchical bayesian

hyperparameters
weighted model counting
variational bayes
bayesian model
variational inference
inference process

traffic management
road network
road traffic
markov chain monte carlo
probabilistic modeling
traffic safety

particle filter
expectation propagation
gibbs sampler
traffic flow
learning algorithm