Variable Clustering in High-Dimensional Linear Regression: The R Package clere.
Loïc YengoJulien JacquesChristophe BiernackiMickaël CanouilPublished in: R J. (2016)
Keyphrases
- linear regression
- high dimensional
- least squares
- generalized linear models
- regression methods
- predictor variables
- regression problems
- data points
- ridge regression
- clustering algorithm
- linear regression model
- high dimensionality
- k means
- locally weighted
- high dimensional data
- high dimensional datasets
- regression method
- cluster analysis
- nonlinear regression
- logistic regression
- linear models
- regression trees
- low dimensional
- nearest neighbor
- information theoretic
- similarity search
- unsupervised learning
- genetic programming
- video sequences