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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.

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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

7 tracked
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