The flare package for high dimensional linear regression and precision matrix estimation in R.
Xingguo LiTuo ZhaoXiaoming YuanHan LiuPublished in: J. Mach. Learn. Res. (2015)
Keyphrases
- linear regression
- generalized linear models
- high dimensional
- least squares
- robust regression
- regression methods
- regression problems
- linear regression model
- ridge regression
- locally weighted
- low dimensional
- nonlinear regression
- kernel regression
- dimensionality reduction
- regression trees
- regression model
- singular value decomposition
- high dimensionality
- nearest neighbor
- low rank
- variable selection
- three dimensional
- regression method
- multivariate regression
- machine learning
- linear model
- density estimation
- high dimensional data
- data points
- optical flow
- image sequences
- decision trees
- computer vision