Big Lasso: Extending Lasso Model Fitting to Big Data in R

Documentation for package ‘biglasso’ version 1.0-1

biglasso-package	Big Lasso: Extending Lasso Model Fitting to Big Data in R
biglasso	Fit lasso penalized regression path for big data
coef.biglasso	Model predictions based on a fitted "biglasso" object.
coef.cv.biglasso	Model predictions based on a fitted "cv.biglasso" object.
cv.biglasso	Cross-validation for biglasso
plot.biglasso	Plot coefficients from a "biglasso" object
plot.cv.biglasso	Plots the cross-validation curve from a "cv.biglasso" object
predict.biglasso	Model predictions based on a fitted "biglasso" object.
predict.cv.biglasso	Model predictions based on a fitted "cv.biglasso" object.
print.summary.cv.biglasso	Summarizing inferences based on cross-validation
setupX	Set up design matrix X by reading data from big data file
summary.cv.biglasso	Summarizing inferences based on cross-validation