glmnet v1.1-2

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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-package Elastic net model paths for some generalized linear models glmnet fit an elasticnet model path predict.glmnet make predictions from a "glmnet" object. glmnet-internal Internal glmnet functions plot.glmnet plot coefficients from a "glmnet" object No Results!