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biglars (version 1.0.2)

Scalable Least-Angle Regression and Lasso

Description

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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Version

Install

install.packages('biglars')

Monthly Downloads

42

Version

1.0.2

License

GPL (>= 2)

Maintainer

Last Published

December 28th, 2011

Functions in biglars (1.0.2)

biglars.fit

Least-Angle, Lasso and Stepwise Regression
diabetes

Blood and other measurements in diabetics
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Blockwise Cholesky Factorization