Overview of Markov Chain Monte Carlo for Statistical Inference and its Application.
Tao BoChin Teck ChaiPublished in: HIS (2001)
Keyphrases
- statistical inference
- markov chain monte carlo
- bayesian inference
- graphical models
- approximate inference
- probabilistic model
- model selection
- prior information
- parameter estimation
- particle filter
- posterior distribution
- hyperparameters
- generative model
- markov chain
- statistical learning
- monte carlo
- posterior probability
- belief propagation
- machine learning
- regression model
- data association
- machine learning algorithms
- decision trees