Man pages for biglasso
Extending Lasso Model Fitting to Big Data

biglassoFit lasso penalized regression path for big data
biglasso_fitDirect interface to biglasso fitting, no preprocessing
biglasso-packageExtending Lasso Model Fitting to Big Data
biglasso_pathDirect interface to biglasso fitting, no preprocessing, path...
colonGene expression data from colon-cancer patients
cv.biglassoCross-validation for biglasso
loss.biglassoInternal biglasso functions
plot.biglassoPlot coefficients from a "biglasso" object
plot.cv.biglassoPlots the cross-validation curve from a "cv.biglasso" object
plot.mbiglassoPlot coefficients from a "mbiglasso" object
predict.biglassoModel predictions based on a fitted 'biglasso' object
predict.cv.biglassoModel predictions based on a fitted 'cv.biglasso()' object
setupXSet up design matrix X by reading data from big data file
summary.cv.biglassoSummarizing inferences based on cross-validation
biglasso documentation built on May 29, 2024, 1:50 a.m.