CRAN/E | glmvsd

glmvsd

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

Installation

About

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.

github.com/emeryyi/glmvsd

Key Metrics

Version 1.5
Published 2022-08-14 614 days ago
Needs compilation? no
License GPL-2
CRAN checks glmvsd results

Downloads

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Maintainer

Maintainer

Yi Yang

yi.yang6@mcgill.ca

Authors

Ying Nan
Yanjia Yu
Yi Yang
Yuhong Yang

Material

ChangeLog
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

glmvsd archive

Depends

stats
MASS
glmnet
ncvreg
brglm
parallel