Skip to content

glmvsd

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

v1.5 · Aug 13, 2022 · GPL-2

Description

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.

Downloads

247

Last 30 days

18059th

638

Last 90 days

3.1K

Last year

Trend: +14.4% (30d vs prior 30d)

CRAN Check Status

2 NOTE
12 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Ying",
                      family = "Nan",
                      role = "aut",
                      email = "nanx0006@gmail.com"),
               person(given = "Yanjia",
                      family = "Yu",
                      role = "aut",
                      email = "yuxxx748@umn.edu"),
               person(given = "Yi",
                      family = "Yang",
                      role = c("aut", "cre"),
                      email = "yi.yang6@mcgill.ca"),
               person(given = "Yuhong",
                      family = "Yang",
                      role = "aut",
                      email = "yyang@stat.umn.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Ying",
                      family = "Nan",
                      role = "aut",
                      email = "nanx0006@gmail.com"),
               person(given = "Yanjia",
                      family = "Yu",
                      role = "aut",
                      email = "yuxxx748@umn.edu"),
               person(given = "Yi",
                      family = "Yang",
                      role = c("aut", "cre"),
                      email = "yi.yang6@mcgill.ca"),
               person(given = "Yuhong",
                      family = "Yang",
                      role = "aut",
                      email = "yyang@stat.umn.edu"))
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Ying",
                      family = "Nan",
                      role = "aut",
                      email = "na
...[truncated]...
("aut", "cre"),
                      email = "yi.yang6@mcgill.ca"),
               person(given = "Yuhong",
                      family = "Yang",
                      role = "aut",
                      email = "yyang@stat.umn.edu"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Ying",
                      family = "Nan",
                      role = "aut",
                      email = "na
...[truncated]...
("aut", "cre"),
                      email = "yi.yang6@mcgill.ca"),
               person(given = "Yuhong",
                      family = "Yang",
                      role = "aut",
                      email = "yyang@stat.umn.edu"))
as necessary.

Dependency Network

Dependencies Reverse dependencies MASS glmnet ncvreg brglm glmvsd

Version History

new 1.5 Mar 10, 2026
updated 1.5 ← 1.4 diff Aug 13, 2022
updated 1.4 ← 1.3 diff Jan 6, 2016
updated 1.3 ← 1.2 diff Jul 24, 2015
updated 1.2 ← 1.1 diff Feb 13, 2015
updated 1.1 ← 1.0 diff Nov 20, 2014
new 1.0 Oct 21, 2014