Hidden Gibbs random fields model selection using block likelihood information criterion
From MaRDI portal
Publication:6539176
DOI10.1002/sta4.112WikidataQ60461468 ScholiaQ60461468MaRDI QIDQ6539176
Pierre Pudlo, Julien Stoehr, Jean-Michel Marin
Publication date: 14 May 2024
Published in: Stat (Search for Journal in Brave)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Approximate Bayesian computational methods
- On the choice of a model to fit data from an exponential family
- Bayesian image restoration, with two applications in spatial statistics (with discussion)
- Estimating the dimension of a model
- A consistent model selection procedure for Markov random fields based on penalized pseudolikelihood
- The consistency of the BIC Markov order estimator.
- EM procedures using mean field-like approximations for Markov model-based image segmentation
- Likelihood ratio inequalities with applications to various mixtures
- Approximate Bayes model selection procedures for Gibbs-Markov random fields
- An introduction to variational methods for graphical models
- Consistent estimation of the basic neighborhood of Markov random fields
- Efficient recursions for general factorisable models
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- Accurate Approximations for Posterior Moments and Marginal Densities
- Estimation of parameters in hidden Markov models
- Hidden Markov Models and Disease Mapping
- Bayes Factors
- A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion
- Recursive computing and simulation-free inference for general factorizable models
- A Theorem about Random Fields
- ABC likelihood-free methods for model choice in Gibbs random fields
- Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields
Related Items (1)
This page was built for publication: Hidden Gibbs random fields model selection using block likelihood information criterion