Simulation-based model selection for dynamical systems in systems and population biology.
Tina ToniMichael P. H. StumpfPublished in: Bioinform. (2010)
Keyphrases
- model selection
- dynamical systems
- cross validation
- linear systems
- parameter estimation
- hyperparameters
- sample size
- mixture model
- dynamic systems
- machine learning
- nonlinear dynamical systems
- bayesian learning
- gaussian process
- regression model
- variable selection
- bayesian methods
- motion segmentation
- statistical inference
- error estimation
- information criterion
- automatic model selection
- model selection criteria
- selection criterion
- feature selection