robustHD: An R package for robust regression with high-dimensional data.
Andreas AlfonsPublished in: J. Open Source Softw. (2021)
Keyphrases
- high dimensional data
- robust regression
- dimensionality reduction
- high dimensionality
- nearest neighbor
- linear regression
- high dimensional
- data sets
- low dimensional
- data analysis
- subspace clustering
- data points
- multiple models
- density estimation
- dimension reduction
- image derivatives
- similarity search
- regression methods
- input data
- low rank
- sparse representation
- linear discriminant analysis
- input space
- kernel regression
- logistic regression
- discriminant analysis
- least squares
- feature extraction
- data mining