Asymptotic inference for LSE in multivariate continuous regression models with long-memory random fields.
Ahmed H. El-BassiounyPublished in: Appl. Math. Comput. (2004)
Keyphrases
- regression model
- random fields
- parameter estimation
- markov random field
- model selection
- non stationary
- conditional random fields
- gibbs sampler
- maximum entropy
- autoregressive
- regression methods
- regression analysis
- multivariate regression
- partition function
- gaussian process
- explanatory variables
- fuzzy model
- probabilistic model
- marginal distributions
- target variable
- graphical models
- belief propagation
- belief networks
- pairwise
- image segmentation
- information retrieval
- machine learning