Package: glmvsd 1.5

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.

Authors:Ying Nan <[email protected]>, Yanjia Yu <[email protected]>, Yi Yang <[email protected]>, Yuhong Yang <[email protected]>

glmvsd_1.5.tar.gz
glmvsd_1.5.zip(r-4.5)glmvsd_1.5.zip(r-4.4)glmvsd_1.5.zip(r-4.3)
glmvsd_1.5.tgz(r-4.5-any)glmvsd_1.5.tgz(r-4.4-any)glmvsd_1.5.tgz(r-4.3-any)
glmvsd_1.5.tar.gz(r-4.5-noble)glmvsd_1.5.tar.gz(r-4.4-noble)
glmvsd_1.5.tgz(r-4.4-emscripten)glmvsd_1.5.tgz(r-4.3-emscripten)
glmvsd.pdf |glmvsd.html✨
glmvsd/json (API)

# Install 'glmvsd' in R:
install.packages('glmvsd', repos = c('https://archer-yang-lab.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/emeryyi/glmvsd/issues

On CRAN:

2.78 score 3 stars 5 scripts 279 downloads 2 exports 14 dependencies

Last updated 2 years agofrom:624030885b. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 31 2025
R-4.5-winOKJan 31 2025
R-4.5-macOKJan 31 2025
R-4.5-linuxOKJan 31 2025
R-4.4-winOKJan 31 2025
R-4.4-macOKJan 31 2025
R-4.3-winOKJan 31 2025
R-4.3-macOKJan 31 2025

Exports:glmvsdstability.test

Dependencies:brglmcodetoolsforeachglmnetiteratorslatticeMASSMatrixncvregprofileModelRcppRcppEigenshapesurvival