A termination criterion for parameter estimation in stochastic models in systems biology.
Christoph ZimmerSven SahlePublished in: Biosyst. (2015)
Keyphrases
- parameter estimation
- stochastic models
- systems biology
- gene regulatory networks
- structure learning
- high throughput
- maximum likelihood
- least squares
- reverse engineering
- statistical models
- gene expression data
- biological data
- model selection
- random fields
- markov random field
- em algorithm
- network model
- approximate inference
- marginal distributions
- maximum likelihood estimation
- bayesian inference
- dynamic bayesian networks
- feature selection
- microarray
- object oriented
- pairwise
- image sequences