Scalable Least-Angle Regression and Lasso

Least-angle regression, lasso and stepwise regression for numeric datasets in which the number of observations is greater than the number of predictors. The functions can be used with the ff library to accomodate datasets that are too large to be held in memory.


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install.packages("biglars")

1.0.2 by Mark Seligman, 7 years ago


Browse source code at https://github.com/cran/biglars


Authors: Mark Seligman , Chris Fraley , Tim Hesterberg


Documentation:   PDF Manual  


Task views: High-Performance and Parallel Computing with R


GPL (>= 2) license


Depends on ff


See at CRAN