psvmSDR

3.0.1

Unified Principal Sufficient Dimension Reduction Package

0packages depend

2.1Kdownloads / year

53.2%test coverage

13/13checks pass

Overview

About

Maintained by Jungmin ShinFirst published 2024-08-304 releasesCRAN page ↗

A unified and user-friendly framework for applying the principal sufficient dimension reduction methods for both linear and nonlinear cases. The package has an extendable power by varying loss functions for the support vector machine, even for an user-defined arbitrary function, unless those are convex and differentiable everywhere over the support (Li et al. (2011) doi:10.1214/11-AOS932). Also, it provides a real-time sufficient dimension reduction update procedure using the principal least squares support vector machine (Artemiou et al. (2021) doi:10.1016/j.patcog.2020.107768).

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("psvmSDR", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-psvmsdr

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-psvmSDR

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-psvmSDR

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 1.1 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.03

53.2%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 41 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 95%
Return-value docs: 100%
References docs: 57%

Downloads

2.1K

CRAN downloads in the past year

Rank #23,473 · ~6/day · ~174/mo

Releases R versions

Daily download trend is not available in this view yet.

13730 days

43290 days

2.1K1 year

Compare downloads with other packages →

Also on124 r2u29 autocran

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Depends (0)

none

Imports (2)

statsgraphics

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Jungmin Shin

Author, Maintainer

Authors (3)

Jungmin Shin

Author, Maintainer

Andreas Artemiou

Author

Seung Jun Shin

Author

Listed in earlier versions (1)

Shin

no longer listed · 1.0.1 to 3.0.1

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
3.0.1Latest
2026-02-16 · current release · diff ↗
2.0.1
2025-10-27 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.2
2024-09-09 · diff ↗
1.0.1
2024-08-30
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-08-30
Total releases: 4 / 2 yrs
License: GPL-2 OSI
Download size: 88 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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