Partial Cox regression analysis for high-dimensional microarray gene expression data.
Hongzhe LiJiang GuiPublished in: ISMB/ECCB (Supplement of Bioinformatics) (2004)
Keyphrases
- regression analysis
- microarray gene expression data
- high dimensional
- microarray data
- gene expression data
- regression model
- gene regulatory networks
- cancer classification
- dimensionality reduction
- microarray
- microarray datasets
- low dimensional
- high dimensionality
- explanatory variables
- gene expression
- feature space
- feature selection
- data sets
- high dimensional data
- factor analysis
- data points
- nearest neighbor
- statistical tests
- gene selection
- clustering algorithm
- discriminant analysis
- feature set
- variable selection
- similarity measure
- face recognition