EPS-LASSO: test for high-dimensional regression under extreme phenotype sampling of continuous traits.
Chao XuJian FangHui ShenYu-Ping WangHong-Wen DengPublished in: Bioinform. (2018)
Keyphrases
- high dimensional
- generalized linear models
- regression model
- linear regression
- variable selection
- ridge regression
- model selection
- sample size
- parameter space
- nearest neighbor
- low dimensional
- regression methods
- active sampling
- multi variate
- logistic regression
- discrete data
- random sampling
- least squares
- regression analysis
- support vector regression
- microarray data
- data points
- statistical tests
- feature selection
- dimension reduction
- genome wide
- sampling algorithm
- regression method
- monte carlo
- sampled data
- regression algorithm
- group lasso
- similarity search
- high dimensional data
- support vector