Robustness of Parameter Estimation Procedures in Multilevel Models When Random Effects are MEP Distributed.
Nadia SolaroPier Alda FerrariPublished in: Stat. Methods Appl. (2007)
Keyphrases
- parameter estimation
- statistical models
- model selection
- maximum likelihood
- random fields
- random effects
- least squares
- markov random field
- model fitting
- em algorithm
- mixed effects
- expectation maximization
- parameter estimation algorithm
- machine learning
- approximate inference
- estimation problems
- multiscale
- cross validation
- markov chain
- probabilistic model
- bayesian networks
- image segmentation