Lasso and elastic-net regularized generalized linear models


[Up] [Top]

Documentation for package ‘glmnet’ version 1.7

Help Pages

glmnet-package Elastic net model paths for some generalized linear models
coef.cv.glmnet make predictions from a "cv.glmnet" object.
coef.glmnet make predictions from a "glmnet" object.
cv.glmnet Cross-validation for glmnet
deviance.glmnet Extract the deviance from a glmnet object
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
plot.multnet plot coefficients from a "glmnet" object
predict.coxnet make predictions from a "glmnet" object.
predict.cv.glmnet make predictions from a "cv.glmnet" object.
predict.elnet make predictions from a "glmnet" object.
predict.fishnet make predictions from a "glmnet" object.
predict.glmnet make predictions from a "glmnet" object.
predict.lognet make predictions from a "glmnet" object.
predict.multnet make predictions from a "glmnet" object.
print.glmnet print a glmnet object