Classical and Bayesian Inference in Neuroimaging: Theory.
Karl J. FristonWilliam D. PennyChristophe PhillipsStefan J. KiebelG. HintonJohn AshburnerPublished in: NeuroImage (2002)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- variational inference
- bayesian model
- statistical inference
- gibbs sampler
- human brain
- particle filter
- variational bayes
- hierarchical bayesian
- probabilistic modeling
- bayesian models
- posterior distribution
- hidden variables
- search algorithm
- expectation propagation
- variational approximation
- weighted model counting