glmnet v1.1-1


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by Trevor Hastie

Lasso and elastic-net regularized generalized linear models

Extremely efficient procedures for fitting the entire lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models. The algorithm uses cyclical coordinate descent in a pathwise fashion, as described in the paper on the maintainer's website.

Functions in glmnet

Name Description
print.glmnet print a glmnet object
glmnet fit an elasticnet model path
glmnet-internal Internal glmnet functions
predict.glmnet make predictions from a "glmnet" object.
glmnet-package Elastic net model paths for some generalized linear models
plot.glmnet plot coefficients from a "glmnet" object
cv.glmnet Cross-validation for glmnet plot the cross-validation curve produced by cv.glmnet
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Last month downloads


Type Package
Date 2008-06-03
License GPL-2
Packaged Thu Jun 26 11:30:01 2008; hastie

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