An improved SAEM algorithm for maximum likelihood estimation in mixtures of non linear mixed effects models.
Marc LavielleCyprien MbogningPublished in: Stat. Comput. (2014)
Keyphrases
- maximum likelihood estimation
- expectation maximization
- parameter estimation
- probabilistic model
- em algorithm
- mixed effects
- tree structure
- detection algorithm
- maximum likelihood
- k means
- bayesian framework
- mixture model
- probability distribution
- computer vision
- model selection
- least squares
- nearest neighbor
- statistical models
- incomplete data
- linear model
- dynamic programming