Nonparametric Bayesian inference in applications.
Peter MüllerFernando A. QuintanaGarritt L. PagePublished in: Stat. Methods Appl. (2018)
Keyphrases
- bayesian inference
- hierarchical bayesian
- statistical inference
- probabilistic model
- prior information
- hyperparameters
- variational inference
- bayesian model
- gibbs sampler
- variational bayes
- markov networks
- probabilistic modeling
- bayesian models
- hidden variables
- inference process
- weighted model counting
- prior distribution
- markov chain monte carlo
- density estimation
- expectation propagation
- random variables
- regression model
- maximum likelihood
- graphical models