Novel approaches for parameter estimation of local linear models for dynamical system identification.
Guilherme A. BarretoLuís Gustavo M. SouzaPublished in: Appl. Intell. (2016)
Keyphrases
- parameter estimation
- statistical models
- model selection
- random fields
- maximum likelihood
- least squares
- expectation maximization
- model fitting
- markov random field
- em algorithm
- markov chain monte carlo
- parameter estimation algorithm
- approximate inference
- posterior distribution
- estimation problems
- parameters estimation
- parameter values
- maximum likelihood estimation
- parameter learning
- gibbs sampling