Fast Bayesian parameter estimation for stochastic logistic growth models.
Jonathan HeydariConor LawlessDavid A. LydallDarren J. WilkinsonPublished in: Biosyst. (2014)
Keyphrases
- parameter estimation
- maximum likelihood
- statistical models
- posterior distribution
- model selection
- random fields
- least squares
- markov random field
- em algorithm
- markov chain monte carlo
- markov fields
- model fitting
- parameter estimates
- estimation problems
- expectation maximization
- parameter estimation algorithm
- parameter values
- approximate inference
- probabilistic model
- structure learning
- bayesian framework
- maximum likelihood estimation
- clustering algorithm
- maximum a posteriori
- statistical model
- pairwise