R Observatory: Metrics for morepls version 0.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

morepls

0.2.1Package record

Interpretation Tools for Partial Least Squares Regression

0packages depend

5.6Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Nicolas RobetteCRAN page ↗Repository ↗Website ↗

Various kinds of plots (observations, variables, correlations, weights, regression coefficients and Variable Importance in the Projection) and aids to interpretation (coefficients, Q2, correlations, redundancies) for partial least squares regressions computed with the 'pls' package, following Tenenhaus (1998, ISBN:2-7108-0735-1).

Changes in 0.2.1

Changes in existing functions

plo_part() : partial effects are now computed with Average Marginal Effects from linear regressions

From NEWS.md in the release

Install

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

install.packages("morepls", 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-morepls

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-morepls

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-morepls

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.1

READMEYes · 209 wordsVignettesNoNEWSYes · 100% structured · mentions 0.2.1Citation fileYes · computed when R runs itWebsiteYes

Help pages: 13
Examples that run: 100%13 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 100%

How these are measured

Downloads

5.6K

CRAN downloads in the past year

Rank #12,766 · ~15/day · ~469/mo

Releases R versions

Daily download trend is not available in this view yet.

30630 days

89090 days

5.6K1 year

Compare downloads with other packages →

Also on65 r2u4 autocran

How downloads are counted

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing morepls adds 21 packages (9 with compiled code, 20 MB of source tarballs). Heaviest: ggplot2 6.0 MB, pls 4.2 MB, Rcpp 1.8 MB.

Depends (0)

none

Imports (5)

pls ggplot2 ggrepel rlang descriptio

LinkingTo (0)

none

Suggests (2)

plsVarSel ggforce

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Nicolas Robette

Author, Maintainer since 0.1 (2024)

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.2.1Latest
record
2025-05-29 · current release · diff ↗
0.2
record
2025-05-20 · diff ↗ ·
added 3 exports
plo_sup, plo_inter, plo_part
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.1
record
2024-03-09
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-03-09
Total releases: 3 / 2 yrs
License: GPL (>= 2) OSI
Download size: 97 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("morepls")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for morepls version 0.2.1 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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