Copula, marginal distributions and model selection: a Bayesian note.
Ralph dos Santos SilvaHedibert Freitas LopesPublished in: Stat. Comput. (2008)
Keyphrases
- model selection
- marginal distributions
- joint distribution
- dependence structure
- bayesian learning
- marginal likelihood
- bayesian model selection
- maximum entropy
- probability distribution
- statistical inference
- cross validation
- bayesian methods
- parameter estimation
- random variables
- random fields
- hyperparameters
- posterior distribution
- wavelet coefficients
- conditional probabilities
- linear combination
- model selection criteria
- bayesian networks
- feature selection
- gaussian distribution
- machine learning
- mixture model
- information criterion
- gaussian process
- posterior probability
- maximum likelihood
- unsupervised learning
- bayesian inference
- test data
- gaussian mixture model
- graphical models
- markov random field