Large-Scale Statistical Parameter Estimation in Complex Systems with an Application to Metabolic Models.
Daniela CalvettiErkki SomersaloPublished in: Multiscale Model. Simul. (2006)
Keyphrases
- complex systems
- parameter estimation
- statistical models
- maximum likelihood
- random fields
- model selection
- dynamic systems
- mathematical models
- least squares
- markov random field
- physical systems
- biological systems
- parameter estimation algorithm
- em algorithm
- model fitting
- multi agent systems
- posterior distribution
- discrete event systems
- expectation maximization
- approximate inference
- parameter estimates
- statistical model
- logic programs
- distributed systems
- estimation problems