Grace-AKO: a novel and stable knockoff filter for variable selection incorporating gene network structures.
Peixin TianYiqian HuZhonghua LiuYan Dora ZhangPublished in: BMC Bioinform. (2022)
Keyphrases
- variable selection
- input variables
- cross validation
- high dimensional
- stochastic search
- linear models
- dimension reduction
- model selection
- gene expression
- gene expression data
- preprocessing step
- group lasso
- high dimensional data
- microarray
- single nucleotide polymorphisms
- gene ontology
- nearest neighbor
- feature selection
- sparsity inducing
- decision trees
- gene selection
- high dimensionality
- pattern recognition