Two-stage variable selection for molecular prediction of disease.
Hamed FirouziBala RajaratnamAlfred O. Hero IIIPublished in: CAMSAP (2013)
Keyphrases
- variable selection
- cross validation
- stepwise regression
- input variables
- high dimensional
- model selection
- dimension reduction
- molecular level
- linear models
- group lasso
- prediction model
- drug design
- feature selection
- ls svm
- proportional hazards model
- logistic regression models
- single nucleotide polymorphisms
- number of input variables
- decision trees