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: 1.3.1
Depends: R (≥ 2.10.0)
Imports: parallel, penalized, MASS
Suggests: survivalROC, survival, knitr
Published: 2020-03-28
Author: Levi Waldron
Maintainer: Levi Waldron <lwaldron.research at gmail.com>
BugReports: https://github.com/waldronlab/pensim/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://waldronlab.io/pensim
NeedsCompilation: no
Citation: pensim citation info
Materials: README ChangeLog
CRAN checks: pensim results

Downloads:

Reference manual: pensim.pdf
Vignettes: pensim package user guide
Package source: pensim_1.3.1.tar.gz
Windows binaries: r-devel: pensim_1.3.1.zip, r-devel-gcc8: pensim_1.2.9.zip, r-release: pensim_1.3.1.zip, r-oldrel: pensim_1.3.1.zip
OS X binaries: r-release: pensim_1.3.1.tgz, r-oldrel: pensim_1.2.9.tgz
Old sources: pensim archive

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