Bayesian Inference Using Gibbs Sampling in Applications and Curricula of Decision Analysis.
Mauricio DíazDaniel M. FrancesPublished in: INFORMS Trans. Educ. (2014)
Keyphrases
- decision analysis
- bayesian inference
- gibbs sampling
- markov chain monte carlo
- influence diagrams
- multi criteria
- probabilistic model
- gibbs sampler
- hierarchical bayesian
- decision makers
- topic models
- approximate inference
- belief networks
- decision making
- latent dirichlet allocation
- graphical models
- markov chain
- expectation maximization
- hyperparameters
- prior information
- multi attribute
- parameter estimation
- em algorithm
- expert systems
- variational inference
- particle filter
- exact inference
- prior knowledge
- bayesian framework
- regression model
- generative model
- higher order
- fuzzy logic
- state space
- machine learning