Man pages for pensim
Simulation of High-Dimensional Data and Parallelized Repeated Penalized Regression
| beer.exprs | Lung adenocarcinoma microarray expression data of Beer et al.... |
| beer.survival | Survival data for Beer et al. (2002) lung adenocarcinoma... |
| create.data | simulate correlated predictors with time-to-event or binary... |
| opt1D | Parallelized repeated tuning of Lasso or Ridge penalty... |
| opt2D | Parallelized, two-dimensional tuning of Elastic Net L1/L2... |
| opt.nested.crossval | Parallelized calculation of cross-validated risk score... |
| opt.splitval | Parallelized calculation of split training/test set... |
| pensim-package | Functions and data for simulation of high-dimensional data... |
| scan.l1l2 | Function calculate cross-validated likelihood on a regular... |
