Parameter estimation in systems biology models using spline approximation.
Choujun ZhanLam Fat YeungPublished in: BMC Syst. Biol. (2011)
Keyphrases
- parameter estimation
- statistical models
- systems biology
- model selection
- markov random field
- em algorithm
- least squares
- maximum likelihood
- parameter estimation algorithm
- biological systems
- parameter estimates
- high throughput
- expectation maximization
- biochemical networks
- biological networks
- statistical model
- structure learning
- approximate inference
- probabilistic model
- image processing
- molecular biology
- image segmentation