Accelerated maximum likelihood parameter estimation for stochastic biochemical systems.
Bernie J. Daigle Jr.Min K. RohLinda R. PetzoldJarad NiemiPublished in: BMC Bioinform. (2012)
Keyphrases
- maximum likelihood
- parameter estimation
- em algorithm
- expectation maximization
- maximum likelihood estimation
- maximum a posteriori
- parameter estimation algorithm
- statistical models
- least squares
- random fields
- model fitting
- posterior distribution
- markov random field
- gaussian distribution
- approximate inference
- model selection
- parameter estimates
- likelihood function
- covariance matrices
- synthetic aperture radar
- gibbs sampling
- color images
- parameter values
- markov fields
- estimation problems
- conditional independence
- experimental data
- hyperparameters
- machine learning