glmvsd: Variable Selection Deviation Measures and Instability Tests for High-Dimensional Generalized Linear Models

Variable selection deviation (VSD) measures and instability tests for high-dimensional model selection methods such as LASSO, SCAD and MCP, etc., to decide whether the sparse patterns identified by those methods are reliable.

Version: 1.4
Depends: stats, glmnet, ncvreg, MASS, parallel, brglm
Published: 2016-01-07
Author: Ying Nan, Yanjia Yu, Yuhong Yang, Yi Yang
Maintainer: Yi Yang <yi.yang6 at>
License: GPL-2
NeedsCompilation: no
Materials: ChangeLog
CRAN checks: glmvsd results


Reference manual: glmvsd.pdf
Package source: glmvsd_1.4.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X binaries: r-release: glmvsd_1.4.tgz, r-oldrel: glmvsd_1.4.tgz
Old sources: glmvsd archive


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