Extending Lasso Model Fitting to Big Data

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Documentation for package ‘biglasso’ version 1.6.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

biglasso-package	Extending Lasso Model Fitting to Big Data
biglasso	Fit lasso penalized regression path for big data
biglasso_fit	Direct interface to biglasso fitting, no preprocessing
biglasso_path	Direct interface to biglasso fitting, no preprocessing, path version
coef.biglasso	Model predictions based on a fitted 'biglasso' object
coef.cv.biglasso	Model predictions based on a fitted 'cv.biglasso()' object
coef.mbiglasso	Model predictions based on a fitted 'biglasso' object
colon	Gene expression data from colon-cancer patients
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
plot.mbiglasso	Plot coefficients from a "mbiglasso" object
predict.biglasso	Model predictions based on a fitted 'biglasso' object
predict.cv.biglasso	Model predictions based on a fitted 'cv.biglasso()' object
predict.mbiglasso	Model predictions based on a fitted '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