R Observatory: Metrics for senseweight version 0.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

senseweight

0.0.1Package record

Sensitivity Analysis for Weighted Estimators

0packages depend

5.1Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Melody HuangCRAN page ↗Website ↗

Provides tools to conduct interpretable sensitivity analyses for weighted estimators, introduced in Huang (2024) doi:10.1093/jrsssa/qnae012 and Hartman and Huang (2024) doi:10.1017/pan.2023.12. The package allows researchers to generate the set of recommended sensitivity summaries to evaluate the sensitivity in their underlying weighting estimators to omitted moderators or confounders. The tools can be flexibly applied in causal inference settings (i.e., in external and internal validity contexts) or survey contexts.

Install

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

install.packages("senseweight", 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-senseweight

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-senseweight

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-senseweight

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: 1.9 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.0.1

READMEYes · 210 wordsVignettesYes · 2 · dynamicNEWSNoCitation fileNoWebsiteYes · pkgdown

Help pages: 13 (3 internal)includes a package overview page
Examples that run: 100%10 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 8%

Vignettes (2)

external-validity HTML
survey HTML

How these are measured

Downloads

5.1K

CRAN downloads in the past year

Rank #13,888 · ~14/day · ~426/mo

Releases R versions

Daily download trend is not available in this view yet.

29830 days

84990 days

5.1K1 year

Compare downloads with other packages →

Also on54 r2u2 autocran

How downloads are counted

Repository

melodyyhuang/senseweight ↗Account: melodyyhuang

7Stars

2Forks

0Open issues

0Open PRs

0Releases

37Commits

4Commit identities

causalitysensitivityipw

37 commits · Last activity 2025-08-15 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-12-10 · 52026-07-07 · 7

How these are measured

PracticesBeta

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

Checks run against github.com/melodyyhuang/senseweight on 2026-10-22.

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 2025-08-15 · The repository has a site deploy workflow

pkgdown site last built 2025-08-15, before release 0.0.1 (2025-08-22)

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Installing senseweight adds 88 packages (51 with compiled code, 86 MB of source tarballs). Heaviest: stringi 11 MB, sf 9.3 MB, ggplot2 6.0 MB.

Depends (1)

R >= 4.1.0

Imports (9)

dplyr estimatr ggplot2 ggrepel kableExtra metR rlang survey WeightIt

LinkingTo (0)

none

Suggests (3)

knitr pkgload rmarkdown

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 (1)

Melody Huang

Author, Maintainer since 0.0.1 (2025)

Releases (1)

R
R 4.6.0 released · 2026-04-24
0.0.1Latest
record
2025-08-22 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-08-22
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 45 KB / 2 files
Download size: 533 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("senseweight")

Format

Huang, M. (2025). senseweight: Sensitivity Analysis for Weighted Estimators (Version 0.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.senseweight

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 senseweight version 0.0.1 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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