The LASSO and Sparse Least Squares Regression Methods for SNP Selection in Predicting Quantitative Traits.
Zeny Z. FengXiaojian YangSanjeena SubediPaul D. McNicholasPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2012)
Keyphrases
- least squares
- linear regression
- regression methods
- generalized linear models
- ridge regression
- sparse linear
- kernel regression
- regression model
- ls svm
- robust regression
- robust estimation
- regression method
- parameter estimation
- statistical methods
- sparse representation
- optical flow
- elastic net
- high dimensional
- learning algorithm