R Observatory: Metrics for RobustIV version 0.3.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

RobustIV

0.3.1

Robust Instrumental Variable Methods in Linear Models

0packages depend

13.9Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Zijian GuoFirst published 2022-08-193 releasesCRAN page ↗GitHub ↗

Inference for the treatment effect with possibly invalid instrumental variables via TSHT ('Guo et al.' (2018) doi:10.1111/rssb.12275) and SearchingSampling ('Guo' (2023) doi:10.1093/jrsssb/qkad049), which are effective for both low- and high-dimensional covariates and instrumental variables; test of endogeneity in high dimensions ('Guo et al.' (2018) doi:10.1016/j.jeconom.2018.07.002).

Install

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

install.packages("RobustIV", 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("zijguo/RobustIV")

Development version from zijguo/RobustIV. 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-robustiv

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-RobustIV

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-RobustIV

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.1 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

6

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-11
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-03-10
6 OK · 0 NOTE · 8 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 230 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 43%

Downloads

13.9K

CRAN downloads in the past year

Rank #8,358 · ~38/day · ~1.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

21230 days

1.1K90 days

13.9K1 year

Compare downloads with other packages →

Also on110 r2u3 autocran

Repository

GitHub ↗ zijguo/robustiv

4Stars

0Forks

0Open issues

0Open PRs

0Releases

178Commits

5Contributors

178 commits · Last activity 2026-03-08

Stars over time

2025-06-19 · 42026-07-07 · 4

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/zijguo/robustiv on 2026-08-16.

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (6)

glmnetMASSMatrixigraph intervals CVXR

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (5)

Maintainer (1)

Zijian Guo

Author, Maintainer, Copyright holder

Authors (3)

Zijian Guo

Author, Maintainer, Copyright holder

Taehyeon Koo

Author

Zhenyu Wang

Author

Contributors (2)

Hyunseung Kang

Contributor

Dylan Small

Contributor

Copyright holders (1)

Zijian Guo

Author, Maintainer, Copyright holder

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.3.1Latest
2026-03-30 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.2.5
2022-12-20 · diff ↗
0.2.4
2022-08-19
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-08-19
Total releases: 3 / 4 yrs
License: GPL-3 OSI
Minimum R: ≥ 2.10
Bundled data: 8.8 KB / 1 file
Download size: 30 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("RobustIV")

Format

Guo, Z., Kang, H., Koo, T., Small, D., & Wang, Z. (2026). RobustIV: Robust Instrumental Variable Methods in Linear Models (Version 0.3.1) [Computer software]. https://doi.org/10.32614/CRAN.package.RobustIV

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 RobustIV version 0.3.1 [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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