pensim: Simulation of high-dimensional data and parallelized repeated penalized regression

Simulation of continuous, correlated high-dimensional data with time to event or binary response, and parallelized functions for Lasso, Ridge, and Elastic Net penalized regression with repeated starts and two-dimensional tuning of the Elastic Net.

Version: 1.2.9
Depends: R (≥ 2.10.0)
Imports: parallel, penalized, MASS
Suggests: survivalROC, survival
Published: 2014-03-14
Author: L. Waldron, M. Pintilie, M.-S. Tsao, F. A. Shepherd, C. Huttenhower*, I. Jurisica* (*equal contribution)
Maintainer: Levi Waldron <lwaldron.research at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: pensim citation info
Materials: ChangeLog
CRAN checks: pensim results

Downloads:

Reference manual: pensim.pdf
Vignettes: pensim package user guide
Package source: pensim_1.2.9.tar.gz
MacOS X binary: pensim_1.2.9.tgz
Windows binary: pensim_1.2.9.zip
Old sources: pensim archive