More nonparametric Bayesian inference in applications.
Michele GuindaniWesley O. JohnsonPublished in: Stat. Methods Appl. (2018)
Keyphrases
- bayesian inference
- hierarchical bayesian
- statistical inference
- variational inference
- prior information
- probabilistic model
- hyperparameters
- bayesian model
- variational bayes
- gibbs sampler
- markov networks
- weighted model counting
- expectation propagation
- inference process
- prior distribution
- hidden variables
- probabilistic modeling
- prior knowledge
- markov chain monte carlo
- density estimation
- bayesian models
- outlier detection
- data sets