glmnet v1.1-1
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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.cv.glmnet | plot the cross-validation curve produced by cv.glmnet | |
| No Results! | ||
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Details
| Type | Package |
| Date | 2008-06-03 |
| License | GPL-2 |
| URL | http://www-stat.stanford.edu/~hastie/Papers/glmnet.pdf |
| Packaged | Thu Jun 26 11:30:01 2008; hastie |
| depends | Matrix |
| Contributors | Rob Tibshirani, Trevor Hastie, Jerome Friedman |
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[](http://www.rdocumentation.org/packages/glmnet)