Man pages for pensim
Simulation of high-dimensional data and parallelized repeated penalized regression

beer.exprsLung adenocarcinoma microarray expression data of Beer et al....
beer.survivalSurvival data for Beer et al. (2002) lung adenocarcinoma...
create.datasimulate correlated predictors with time-to-event or binary...
opt1DParallelized repeated tuning of Lasso or Ridge penalty...
opt2DParallelized, two-dimensional tuning of Elastic Net L1/L2...
opt.nested.crossvalParallelized calculation of cross-validated risk score...
opt.splitvalParallelized calculation of split training/test set...
pensim-packageFunctions and data for simulation of high-dimensional data...
scan.l1l2Function calculate cross-validated likelihood on a regular...
pensim documentation built on May 29, 2017, 1:43 p.m.