Bayesian inference for spatially inhomogeneous pairwise interacting point processes.
Matthew A. BognarPublished in: Comput. Stat. Data Anal. (2005)
Keyphrases
- bayesian inference
- point processes
- pairwise
- hot spots
- probabilistic model
- monte carlo
- prior information
- markov chain
- higher order
- bayesian model
- statistical inference
- variational bayes
- hierarchical bayesian
- spatial analysis
- variational inference
- markov random field
- particle filter
- gibbs sampler
- semi supervised
- belief propagation
- expectation propagation
- knowledge discovery