Package index • biglasso

All functions

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

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>) predict(<mbiglasso>) coef(<biglasso>) coef(<mbiglasso>): Model predictions based on a fitted biglasso object

predict(<cv.biglasso>) coef(<cv.biglasso>): Model predictions based on a fitted cv.biglasso() object

setupX(): Set up design matrix X by reading data from big data file

summary(<cv.biglasso>) print(<summary.cv.biglasso>): Summarizing inferences based on cross-validation