beer.exprs              Lung adenocarcinoma microarray expression data
                        of Beer et al. (2002)
beer.survival           Survival data for Beer et al. (2002) lung
                        adenocarcinoma study
create.data             simulate correlated predictors with
                        time-to-event or binary outcome
opt.nested.crossval     Parallelized calculation of cross-validated
                        risk score predictions from L1/L2/Elastic Net
                        penalized regression.
opt.splitval            Parallelized calculation of split training/test
                        set predictions from L1/L2/Elastic Net
                        penalized regression.
opt1D                   Parallelized repeated tuning of Lasso or Ridge
                        penalty parameter
opt2D                   Parallelized, two-dimensional tuning of Elastic
                        Net L1/L2 penalties
pensim-package          Functions and data for simulation of
                        high-dimensional data and parallelized repeated
                        penalized regression
scan.l1l2               Function calculate cross-validated likelihood
                        on a regular grid of L1/L2 penalties
