R Observatory: Metrics for seine version 0.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

seine

0.1.2

Semiparametric Ecological Inference

0packages depend

588downloads / year

68.1%test coverage

13/13checks pass

Overview

About

Maintained by Cory McCartanFirst published 2026-06-081 releasesCRAN page ↗GitHub ↗

Efficient and user-friendly routines for modern ecological inference. Implements the methods described in McCartan & Kuriwaki (2025+) doi:10.48550/arXiv.2509.20194, which generalize ecological regression as introduced by Goodman (1953) doi:10.2307/2088121. Includes routines for preprocessing, synthetic data generation, double/debiased machine learning (DML) estimation, partial identification bounds, and sensitivity analysis.

Install

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

install.packages("seine", 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("CoryMcCartan/seine")

Development version from CoryMcCartan/seine. 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-seine

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-seine

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

Health

CRAN checks

13OK

Slowest check: 14.0 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.33

68.1%

Coverage · measured lines

100%

Documentation · exports

9

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 355 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 100%
References docs: 45%

Downloads

588

CRAN downloads in the past year

Rank #18,516 · ~2/day · ~49/mo

Releases R versions

Daily download trend is not available in this view yet.

18230 days

58890 days

5881 year

Compare downloads with other packages →

Also on44 r2u

Repository

GitHub ↗ corymccartan/seine

4Stars

0Forks

2Open issues

1Open PRs

0Releases

158Commits

2Contributors

eimlrstatistics

158 commits · Last activity 2026-08-06 · 0% stars, 30d

Stars over time

2025-10-06 · 12026-07-07 · 4

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/corymccartan/seine on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (9)

rlang cli tidyselect tibble hardhat quadproggraphicsutilsstats

LinkingTo (3)

cpp11 cpp11armadillo testthat

Suggests (5)

bases knitr rmarkdown testthat xml2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Cory McCartan

Author, Maintainer, Copyright holder

Authors (2)

Cory McCartan

Author, Maintainer, Copyright holder

Shiro Kuriwaki

Author, Copyright holder

Copyright holders (2)

Cory McCartan

Author, Maintainer, Copyright holder

Shiro Kuriwaki

Author, Copyright holder

Package Timeline

1 release. R releases are shown for context.

0.1.2Latest
2026-06-08 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-06-08
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 233 KB / 1 file
Download size: 561 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("seine")

Format

McCartan, C., & Kuriwaki, S. (2026). seine: Semiparametric Ecological Inference (Version 0.1.2) [Computer software]. https://doi.org/10.32614/CRAN.package.seine

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 seine version 0.1.2 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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