Identification of parameter correlations for parameter estimation in dynamic biological models.
Pu LiQuoc Dong VuPublished in: BMC Syst. Biol. (2013)
Keyphrases
- parameter estimation
- statistical models
- model selection
- parameter values
- parameter estimates
- maximum likelihood
- markov random field
- least squares
- random fields
- model fitting
- parameters estimation
- estimation problems
- em algorithm
- expectation maximization
- approximate inference
- markov chain monte carlo
- structure learning
- parameter estimation algorithm
- posterior distribution
- maximum likelihood estimation
- dynamic environments
- experimental data
- parameter learning
- prior knowledge
- maximum entropy
- non stationary
- gibbs sampling
- accurate models
- graphical models
- position estimation
- data mining