A general approach to simultaneous model fitting and variable elimination in response models for biological data with many more variables than observations.
Harri T. KiiveriPublished in: BMC Bioinform. (2008)
Keyphrases
- model fitting
- biological data
- variable elimination
- least squares
- parameter estimation
- statistical methods
- high throughput
- active appearance models
- shape model
- statistical models
- probabilistic inference
- belief networks
- knowledge discovery
- inference in bayesian networks
- data analysis
- bayesian networks
- medical image analysis
- machine learning methods
- database
- model selection
- data management
- data sources
- relational databases
- databases