A markov chain sampler for contingency table exact inference.
Ao YuanYimin YangPublished in: Comput. Stat. (2005)
Keyphrases
- markov chain
- exact inference
- contingency tables
- graphical models
- approximate inference
- bayesian networks
- probabilistic inference
- belief networks
- gibbs sampling
- monte carlo
- belief propagation
- markov chain monte carlo
- approximation algorithms
- structured prediction
- latent variables
- conditional random fields
- dynamic bayesian networks
- state space
- variational methods
- gaussian process
- probabilistic model
- random variables
- parameter estimation
- posterior probability
- conditional probabilities
- marginal distributions
- text mining
- information extraction
- probability distribution