# Extending Lasso Model Fitting to Big Data

## Documentation for package ‘biglasso’ version 1.7.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

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