Survival prediction and variable selection with simultaneous shrinkage and grouping priors.
Kyu Ha LeeSounak ChakrabortyJianguo SunPublished in: Stat. Anal. Data Min. (2015)
Keyphrases
- variable selection
- survival prediction
- proportional hazards model
- input variables
- lung cancer
- cross validation
- high dimensional
- gene expression
- linear models
- gene selection
- denoising
- model selection
- image denoising
- dimension reduction
- sparsity inducing
- group lasso
- bayesian framework
- high dimensionality
- number of input variables
- microarray
- feature selection
- data mining