Estimation in shape mixtures of skew-normal linear regression models via ECM coupled with Gibbs sampling.
Zakaria Alizadeh GhajariKarim ZareSoheil ShokriPublished in: Monte Carlo Methods Appl. (2024)
Keyphrases
- gibbs sampling
- parameter estimation
- linear regression models
- expectation maximization
- least squares
- markov chain
- topic models
- regression analysis
- em algorithm
- markov chain monte carlo
- latent dirichlet allocation
- approximate inference
- regression trees
- belief networks
- exact inference
- maximum likelihood
- probabilistic model
- image segmentation
- generative model
- probabilistic inference
- neural network
- model selection
- graphical models
- markov random field
- clustering algorithm