Bayesian inference for pairwise interacting point processes.
Matthew A. BognarMary Kathryn CowlesPublished in: Stat. Comput. (2004)
Keyphrases
- bayesian inference
- point processes
- pairwise
- monte carlo
- hot spots
- probabilistic model
- bayesian model
- prior information
- particle filter
- spatial analysis
- statistical inference
- hierarchical bayesian
- higher order
- variational inference
- variational bayes
- markov random field
- semi supervised
- belief propagation
- gibbs sampler
- machine learning
- conditional random fields
- graphical models