A family of flexible shrinkage estimators for the variances of high-dimensional gene expressions.
Yu LiMin XiaoRuixing MingDongsheng TuPublished in: Commun. Stat. Simul. Comput. (2022)
Keyphrases
- gene expression
- gene expression data
- high dimensional
- microarray data
- microarray
- high dimensionality
- regulatory networks
- low dimensional
- gene selection
- ovarian cancer
- gene expression patterns
- gene expression analysis
- dna microarray
- gene expression profiles
- biological networks
- high throughput
- feature space
- similarity search
- data sets
- genomic data
- microarray datasets
- biological processes
- dimensionality reduction
- denoising
- cancer classification
- data points
- gene regulatory networks
- feature selection
- high dimensional data
- protein interaction
- nearest neighbor
- gene sets