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DESCRIPTION
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DESCRIPTION
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Package: grpregOverlap
Type: Package
Title: Penalized Regression Models with Overlapping Grouped Covariates
Version: 2.2-0
Date: 2016-12-30
Author: Yaohui Zeng, Patrick Breheny
Maintainer: Yaohui Zeng <[email protected]>
URL: https://github.com/YaohuiZeng/grpregOverlap
BugReports: https://github.com/YaohuiZeng/grpregOverlap/issues
Depends: R (>= 3.1.0), Matrix, grpreg (>= 3.0-2)
LazyData: true
Description: Fit the regularization path of linear, logistic or Cox models with
overlapping grouped covariates based on the latent group lasso approach. Latent
group MCP/SCAD as well as bi-level selection methods, namely the group exponential
lasso and the composite MCP are also available. This package serves as an
extension of R package 'grpreg' (by Dr. Patrick Breheny <[email protected]>)
for grouped variable selection involving overlaps between groups.
License: GPL-3
Suggests: testthat