Incremental parameter estimation of kinetic metabolic network models.
Gengjie JiaGregory StephanopoulosRudiyanto GunawanPublished in: BMC Syst. Biol. (2012)
Keyphrases
- parameter estimation
- statistical models
- model selection
- random fields
- maximum likelihood
- em algorithm
- least squares
- markov random field
- model fitting
- parameter values
- parameter estimation algorithm
- parameters estimation
- estimation problems
- parameter estimates
- approximate inference
- posterior distribution
- expectation maximization
- maximum likelihood estimation
- markov chain monte carlo
- probabilistic model
- markov fields
- non stationary
- generative model
- position estimation
- metabolic networks
- three dimensional