Modelling trends in road accident frequency - Bayesian inference for rates with uncertain exposure.
Louise K. LloydJonathan J. ForsterPublished 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