Bayesian Inference for Multivariate Ordinal Data Using Parameter Expansion.
Earl LawrenceDerek BinghamChuanhai LiuVijayan N. NairPublished in: Technometrics (2008)
Keyphrases
- bayesian inference
- ordinal data
- probabilistic model
- prior information
- hyperparameters
- bayesian model
- particle filter
- variational inference
- weighted model counting
- hierarchical bayesian
- variational bayes
- probabilistic modeling
- markov networks
- gibbs sampler
- hidden variables
- parameter values
- regression model
- statistical inference
- markov chain monte carlo
- prior distribution
- gaussian processes
- expectation propagation
- bayesian models