R Observatory: Metrics for endogeneity version 2.1.6

Balamuta, James Joseph

endogeneity

2.1.6

Recursive Two-Stage Models to Address Endogeneity

0packages depend

3.8Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Jing PengFirst published 2022-02-036 releasesCRAN page ↗

Various recursive two-stage models to address the endogeneity issue of treatment variables in observational study or mediators in experiments. The details of the models are discussed in Peng (2023) doi:10.1287/isre.2022.1113.

Install

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

install.packages("endogeneity", 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-endogeneity

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-endogeneity

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-endogeneity

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

Health

CRAN checks

13OK

Slowest check: 2.7 min · r-oldrel-macos-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
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 67%
Documented parameters: 100%
Return-value docs: 100%
References docs: 100%

Downloads

3.8K

CRAN downloads in the past year

Rank #11,239 · ~11/day · ~320/mo

Releases R versions

Daily download trend is not available in this view yet.

30130 days

88290 days

3.8K1 year

Compare downloads with other packages →

Also on414 r2u4 autocran

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (6)

Rcpp pbivnorm maxLik statmodMASSdata.table

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Jing Peng

Author, Maintainer

Authors (1)

Jing Peng

Author, Maintainer

Package Timeline

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

2.1.6Latest
2026-07-22 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
2.1.5
2025-10-13 · diff ↗
R
R 4.5.0 released · 2025-04-11
2.1.4
2025-01-16 · diff ↗
R
R 4.4.0 released · 2024-04-24
2.1.3
2023-08-21 · diff ↗
R
R 4.3.0 released · 2023-04-21
2.1.2
2022-12-03 · diff ↗
R
R 4.2.0 released · 2022-04-22
2.0.1
2022-02-03
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-02-03
Total releases: 6 / 4 yrs
License: GPL (>= 3) OSI
Download size: 34 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Start here. This is the citation for the package itself.

citation("endogeneity")

CRAN DOI

https://doi.org/10.32614/CRAN.package.endogeneity

BibTeX, derived from DESCRIPTION

@Manual{endogeneity,
  title  = {endogeneity: Recursive Two-Stage Models to Address Endogeneity},
  author = {Peng, Jing},
  year   = {2026},
  note   = {R package version 2.1.6},
  doi    = {10.32614/CRAN.package.endogeneity},
  url    = {https://CRAN.R-project.org/package=endogeneity}
}

Derived from the package DESCRIPTION, not from a citation file the authors wrote. If they publish one later, prefer it.

This is the citation for the package. It is not a citation for the R Observatory.

Cite this page

Use this when the claim is about a measurement on this page.

BibTeX

@misc{robservatoryendogeneity,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {endogeneity} version 2.1.6},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/endogeneity},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for endogeneity version 2.1.6 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/endogeneity

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for endogeneity version 2.1.6
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/endogeneity
ER  -

In prose

These package metrics were obtained from the R Observatory (Balamuta, 2026), data release v2026-08-05, https://r-observatory.thecoatlessprofessor.com/packages/endogeneity.

Bound to data release v2026-08-05, which is what makes the numbers on this page reproducible. See how to cite.

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