Performance comparison of parameter estimation techniques for unidentifiable models.
J. E. A. GracianoDiego F. MendozaGalo A. C. Le RouxPublished in: Comput. Chem. Eng. (2014)
Keyphrases
- parameter estimation
- statistical models
- model selection
- least squares
- maximum likelihood
- random fields
- markov random field
- model fitting
- posterior distribution
- em algorithm
- parameter estimation algorithm
- expectation maximization
- parameter estimates
- estimation problems
- approximate inference
- parameter values
- maximum likelihood estimation
- markov chain monte carlo
- parameter learning
- statistical model
- pairwise
- linear model
- structure learning
- accurate models