Group Lasso with Checkpoints Selection for Biological Data Regression.
Huixin ZhanYifan WangPublished in: SMC (2023)
Keyphrases
- biological data
- group lasso
- regression model
- high throughput
- regression problems
- statistical methods
- variable selection
- data analysis
- data integration
- microarray data
- data sources
- model selection
- knowledge discovery
- contingency tables
- efficient optimization
- data sets
- linear regression
- multi task
- regularization term
- multiple kernel learning
- cross validation
- microarray
- parameter estimation
- training set
- statistical analysis