Predicting phenotypes from microarrays using amplified, initially marginal, eigenvector regression.
Lei DingDaniel J. McDonaldPublished in: Bioinform. (2017)
Keyphrases
- gene expression
- microarray data
- microarray
- biological processes
- regression model
- gene expression data
- high throughput
- gene selection
- linear regression
- probability distribution
- caenorhabditis elegans
- regression methods
- regression algorithm
- principal component analysis
- regression problems
- microarray data analysis
- biological data
- linear combination
- data sets
- simple linear
- ridge regression
- gene expression analysis
- high dimensional
- support vector
- gaussian processes
- biological networks
- high dimensionality
- experimental conditions
- regression method
- covariance matrix
- model selection
- locally weighted