# glmnet v1.5.3

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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, poisson regression and the Cox model. The algorithm uses cyclical coordinate descent in a pathwise fashion, as described in the paper listed below.

## Functions in glmnet

 Name Description print.glmnet print a glmnet object glmnet-internal Internal glmnet functions glmnet-package Elastic net model paths for some generalized linear models cv.glmnet Cross-validation for glmnet glmnet fit a GLM with lasso or elasticnet regularization plot.cv.glmnet plot the cross-validation curve produced by cv.glmnet plot.glmnet plot coefficients from a "glmnet" object deviance.glmnet Extract the deviance from a glmnet object predict.glmnet make predictions from a "glmnet" object. predict.cv.glmnet make predictions from a "cv.glmnet" object. No Results!