Multicompartmental Modeling of a Complex Physiological System: Special Emphasis on the Steps of a priori Identifiability and Parameter Estimation.
Barbara JuilletMaria Pia SaccomaniClaire GaudichonCécile BosDaniel ToméHélène FouilletPublished in: POSTA (2006)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- em algorithm
- markov random field
- statistical models
- model selection
- approximate inference
- random fields
- parameter estimation algorithm
- estimation problems
- parameter values
- posterior distribution
- model fitting
- expectation maximization
- maximum likelihood estimation
- parameter estimates
- causal models
- dynamic bayesian networks
- gibbs sampling
- markov fields
- image segmentation