Skip to content

sdwd

Sparse Distance Weighted Discrimination

v1.0.5 · Oct 27, 2020 · GPL-2

Description

Formulates a sparse distance weighted discrimination (SDWD) for high-dimensional classification and implements a very fast algorithm for computing its solution path with the L1, the elastic-net, and the adaptive elastic-net penalties. More details about the methodology SDWD is seen on Wang and Zou (2016) (<doi:10.1080/10618600.2015.1049700>).

Downloads

236

Last 30 days

19207th

785

Last 90 days

3.7K

Last year

Trend: -18.1% (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: ‘Boxiang Wang <boxiang-wang@uiowa.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Boxiang",
                      family = "Wang",
                      role = c("aut", "cre"),
                      email = "boxiang-wang@uiowa.edu"),
               person(given = "Hui",
                      family = "Zou",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Boxiang Wang <boxiang-wang@uiowa.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Boxiang",
                      family = "Wang",
                      role = c("aut", "cre"),
                      email = "boxiang-wang@uiowa.edu"),
               person(given = "Hui",
                      family = "Zou",
                      role = "aut"))
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: ‘Boxiang Wang <boxiang-wang@uiowa.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Boxiang",
                      family = "Wang",
                      role = c("aut", "cre"),
                      email = "boxiang-wang@uiowa.edu"),
               person(given = "Hui",
                      family = "Zou",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Boxiang Wang <boxiang-wang@uiowa.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Boxiang",
                      family = "Wang",
                      role = c("aut", "cre"),
                      email = "boxiang-wang@uiowa.edu"),
               person(given = "Hui",
                      family = "Zou",
                      role = "aut"))
as necessary.

Dependency Network

Dependencies Reverse dependencies Matrix sdwd

Version History

new 1.0.5 Mar 10, 2026
updated 1.0.5 ← 1.0.4 diff Oct 26, 2020
updated 1.0.4 ← 1.0.3 diff Sep 3, 2020
updated 1.0.3 ← 1.0.2 diff Feb 16, 2020
updated 1.0.2 ← 1.0.1 diff Aug 4, 2015
new 1.0.1 Jan 4, 2015