R Observatory: Metrics for gsaot version 1.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

gsaot

1.2.0Package record

Compute Global Sensitivity Analysis Indices Using Optimal Transport

0packages depend

2.8Kdownloads / year

68.2%test coverage

13/13flavors OK

Overview

About

Maintained by Leonardo ChianiCRAN page ↗GitHub ↗Website ↗Issues ↗

Computing Global Sensitivity Indices from given data using Optimal Transport, as defined in Borgonovo et al (2024) doi:10.1287/mnsc.2023.01796. You provide an input sample, an output sample, decide the algorithm, and compute the indices.

Changes in 1.2.0

ot_indices() with solver="sinkhorn" or solver="sinkhorn_stable" now

returns the full entropic cost, not only the dot product between the cost and

the transport matrix

Changed naming from "sinkhorn_log" to "sinkhorn_stable" for consistency
Added function residual_gap() to compute the residual gap of

the Wasserstein-Bures decomposition

Improved irrelevance_threshold. Now it computes the threshold as an average

of many draws

Added tests
Added new vignette on picking a solver

From NEWS.md in the release

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("pietrocipolla/gsaot")

Development version from pietrocipolla/gsaot. Installs pak first if it is not already available.

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-gsaot

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-gsaot

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-gsaot

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: 4.5 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25
NOTE12 OK, 2 NOTE2026-04-22
ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18

Show 1 earlier changeHide 1 earlier change

NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2.0

READMEYes · 259 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.2.0Citation fileYes · cites a publicationWebsiteYes · pkgdown

Help pages: 16
Examples that run: 100%15 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 6% with a bibliography file

Vignettes (1)

gaussian-model-sensitivity HTML

How these are measured

Downloads

2.8K

CRAN downloads in the past year

Rank #9,804 · ~8/day · ~234/mo

Releases R versions

Daily download trend is not available in this view yet.

39330 days

1K90 days

2.8K1 year

Compare downloads with other packages →

Also on397 r2u5 autocran

How downloads are counted

Repository

pietrocipolla/gsaot ↗Account: pietrocipolla

1Stars

0Forks

3Open issues

0Open PRs

1Releases

93Commits

1Commit identities

License file reads as GPL-3.0 · 93 commits · Last activity 2026-09-09

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 31
Median days to close, 50 most recently updated closed PRs: not measured

Stars over time

2025-01-24 · 12026-07-07 · 1

How these are measured

PracticesBeta

10 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/pietrocipolla/gsaot on 2026-10-21.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-09-09 · The repository has a site deploy workflow

pkgdown site last built 2026-09-09

Coverage (1)

Coverage reporting

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Installing gsaot adds 24 packages (12 with compiled code, 28 MB of source tarballs). Heaviest: ggplot2 6.0 MB, data.table 5.7 MB, patchwork 3.2 MB.

Depends (0)

none

Imports (8)

bootggplot2 patchwork Rcpp RcppEigen (>= 0.3.4.0.0)Rdpackstatstransport

LinkingTo (2)

Rcpp RcppEigen

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (4)

Reviewer

Reviewer

Reviewer

Releases (6)

Pick two releases to compare their code metrics.

1.2.0Latest
record
2026-09-09 · current release · diff ↗ ·
added 1 export
residual_gap
R
R 4.6.0 released · 2026-04-24
1.1.1
record
2025-09-17 · diff ↗
1.1.0
record
2025-07-18 · diff ↗
1.0.0
record
2025-06-18 · diff ↗ ·
removed 1 export
lower_bound

added 6 exports
entropic_bound, gaussian_fun, irrelevance_threshold, ishi_homma_fun, plot_comparison, sobol_fun
0.2.0
record
2025-04-21 · diff ↗ ·
removed 1 export
plot_inner_stats

added 1 export
plot_separations
R
R 4.5.0 released · 2025-04-11
0.1.0
record
2025-01-10
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-01-10
Total releases: 6 / 1 yrs
License: GPL (>= 3) OSI
Download size: 1.9 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("gsaot")

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 gsaot version 1.2.0 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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