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 |