Man pages for YaohuiZeng/biglasso
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-package | Extending Lasso Model Fitting to Big Data |
| biglasso_path | Direct interface to biglasso fitting, no preprocessing, path... |
| colon | Gene expression data from colon-cancer patients |
| cv.biglasso | Cross-validation for biglasso |
| loss.biglasso | Internal biglasso functions |
| 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 |
| setupX | Set up design matrix X by reading data from big data file |
| summary.cv.biglasso | Summarizing inferences based on cross-validation |
