HDPenReg: High-Dimensional Penalized Regression

This package contains algorithms for lasso and fused-lasso problems. It contains an implementation of the lars algorithm [1], for the lasso and fusion penalization and EM-based algorithms for (logistic) lasso and fused-lasso.

Version: 0.89.9
Depends: methods
Imports: Rcpp
LinkingTo: Rcpp
Published: 2014-09-08
Author: Quentin Grimonprez [aut, cre], Serge Iovleff [ctb]
Maintainer: Quentin Grimonprez <quentin.grimonprez at inria.fr>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
Copyright: inria 2013-2014 for HDPenReg. Serge Iovleff is the copyright holder of the c++ library STKpp.
NeedsCompilation: yes
SystemRequirements: GNU make
CRAN checks: HDPenReg results

Downloads:

Reference manual: HDPenReg.pdf
Vignettes: HDPenReg
Package source: HDPenReg_0.89.9.tar.gz
Windows binaries: r-devel: HDPenReg_0.89.9.zip, r-release: HDPenReg_0.89.9.zip, r-oldrel: HDPenReg_0.89.9.zip
OS X Snow Leopard binaries: r-release: HDPenReg_0.89.9.tgz, r-oldrel: HDPenReg_0.89.9.tgz
OS X Mavericks binaries: r-release: HDPenReg_0.89.9.tgz
Old sources: HDPenReg archive

Reverse dependencies:

Reverse suggests: MPAgenomics