bplsr

1.0.5

Bayesian partial least squares regression

0packages depend

3Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Szymon UrbasFirst published 2024-11-126 releasesCRAN page ↗

Fits the Bayesian partial least squares regression model introduced in Urbas et al. (2024) doi:10.1214/24-AOAS1947. Suitable for univariate and multivariate regression with high-dimensional data.

Install

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

install.packages("bplsr", 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-bplsr

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-bplsr

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-bplsr

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

Health

CRAN checks

13OK

Slowest check: 51 s · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

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

Documentation

READMEYes · 117 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 33%
Documented parameters: 100%
Return-value docs: 100%
References docs: 75%

Downloads

CRAN downloads in the past year

Rank #8,182 · ~8/day · ~251/mo

Releases R versions

Daily download trend is not available in this view yet.

28530 days

1.2K90 days

3K1 year

Compare downloads with other packages →

Also on144 r2u5 autocran

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5

Imports (5)

coda progress statmodstatsutils

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (6)

Maintainer (1)

Szymon Urbas

Author, Maintainer

Authors (1)

Szymon Urbas

Author, Maintainer

Contributors (5)

Donagh Berry

Contributor

Robert Daly

Contributor

Isobel Claire Gormley

Contributor

Pierre Lovera

Contributor

Alan O'Riordan

Contributor

Package Timeline

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

1.0.5Latest
2026-05-01 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.4
2025-07-10 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.3
2025-01-21 · diff ↗
1.0.2
2025-01-13 · diff ↗
1.0.1
2024-12-02 · diff ↗
1.0.0
2024-11-12
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-11-12
Total releases: 6 / 2 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5
Bundled data: 1.7 MB / 1 file
Download size: 1.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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