R Observatory: Metrics for SISIR version 0.2.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SISIR

0.2.5Package record

Select Intervals Suited for Functional Regression

0packages depend

3.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Nathalie VialaneixCRAN page ↗Repository ↗Website ↗Issues ↗

Interval fusion and selection procedures for regression with functional inputs. Methods include a semiparametric approach based on Sliced Inverse Regression (SIR), as described in doi:10.1007/s11222-018-9806-6 (standard ridge and sparse SIR are also included in the package) and a random forest based approach, as described in doi:10.1002/sam.11705.

Changes in 0.2.5

CRAN fixes

moved CORElearn from Import to Suggest
moved Boruta from Suggest to Import (stabilized on CRAN)

From NEWS.md in the release

Install

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

install.packages("SISIR", 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-sisir

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-SISIR

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-SISIR

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: 5.2 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-12

Show 2 earlier changesHide 2 earlier changes

ERROR12 OK, 1 ERROR2026-05-09
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.5

READMEYes · 81 wordsVignettesNoNEWSYes · 33% structured · mentions 0.2.5Citation fileYes · cites a publicationWebsiteYes

Help pages: 11
Examples that run: 100%8 run in a plain check
Exported functions with examples: 100%
Documented parameters: 97%
Return-value docs: 86%
Help pages citing references: 73%

Also includes 2 demo scripts (run with demo())

How these are measured

Downloads

3.5K

CRAN downloads in the past year

Rank #13,575 · ~9/day · ~288/mo

Releases R versions

Daily download trend is not available in this view yet.

32130 days

85590 days

3.5K1 year

Compare downloads with other packages →

Also on78 r2u2 autocran

How downloads are counted

Repository

forge.inrae.fr/sfcb/sisir ↗

0Stars

0Forks

8Open issues

0Releases

97Commits

4Commit identities

MIAT softwareR-packageFDAvariable selectionSIRrandom forest

License file reads as GPL-2.0 · 97 commits · Last activity 2026-07-10

Responsiveness

not measured

How these are measured

PracticesBeta

Repository forge.inrae.fr/sfcb/sisir is linked, but repository-practices checks have not run for it yet. Checks are GitHub-only for now.

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Installing SISIR adds 50 packages (27 with compiled code, 47 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, dendextend 4.5 MB. 2 more not on CRAN are not measured.

Depends (5)

R >= 3.5.0foreach doParallelgraphicsstats

Imports (20)

Matrixexpm RSpectra glmnet dplyr mixOmics purrr ranger tidyr tidyselect adjclust magrittr rlang ggplot2 aricode dendextend reshape2 RColorBrewerutilsBoruta

LinkingTo (0)

none

Suggests (2)

testthat CORElearn

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (3)

Nathalie Vialaneix

Author, Maintainer · added in 0.1-1

Victor Picheny

Author

Remi Servien

Author

Maintainer since 0.1 (2016)

Listed in earlier versions (1)

Nathalie Villa-Vialaneix

no longer listed · 0.1

Releases (10)

Pick two releases to compare their code metrics.

0.2.5Latest
record
2026-07-08 · current release · diff ↗
0.2.4
record
2026-05-14 · diff ↗
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.2.3
record
2024-08-16 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.2.2
record
2023-03-26 · diff ↗
0.2.1
record
2023-03-12 · diff ↗ ·
added 2 exports
extract_at, quality
0.2.0
record
2022-10-28 · diff ↗ ·
added 1 export
sfcb
R
R 4.2.0 released · 2022-04-22
0.1-3
record
2022-02-20 · diff ↗
0.1-2
record
2021-10-05 · diff ↗ ·
removed 1 export
tune

added 1 export
tune.ridgeSIR
R
R 4.1.0 released · 2021-05-18
0.1-1
record
2020-06-05 · diff ↗ ·
removed 1 export
tune.ridgeSIR

added 1 export
tune
R
R 4.0.0 released · 2020-04-24

Show 5 earlier eventsHide 5 earlier events

R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
0.1
record
2016-12-04
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-12-04
Total releases: 10 / 10 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Bundled data: 1.3 KB / 1 file
Download size: 37 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("SISIR")

The package provides a citation file, so citation() returns the authors' own entry.

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 SISIR version 0.2.5 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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