Maximum-likelihood parameter estimation of bilinear systems.
Stuart GibsonAdrian WillsBrett NinnessPublished in: IEEE Trans. Autom. Control. (2005)
Keyphrases
- parameter estimation
- maximum likelihood
- em algorithm
- expectation maximization
- parameter estimation algorithm
- maximum likelihood estimation
- statistical models
- markov random field
- likelihood function
- least squares
- parameter values
- gaussian distribution
- random fields
- posterior distribution
- covariance matrices
- model selection
- parameter estimates
- maximum a posteriori
- model fitting
- approximate inference
- structure learning
- parameter learning
- gibbs sampling