ivdoctr

1.0.1

Ensures Mutually Consistent Beliefs When Using IVs

0packages depend

3.3Kdownloads / year

39.1%test coverage

13/13checks pass

Overview

About

Maintained by Mallick HossainFirst published 2020-07-032 releasesCRAN page ↗GitHub ↗

Uses data and researcher's beliefs on measurement error and instrumental variable (IV) endogeneity to generate the space of consistent beliefs across measurement error, instrument endogeneity, and instrumental relevance for IV regressions. Package based on DiTraglia and Garcia-Jimeno (2020) doi:10.1080/07350015.2020.1753528.

Install

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

install.packages("ivdoctr", 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("emallickhossain/ivdoctr")

Development version from emallickhossain/ivdoctr. 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-ivdoctr

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-ivdoctr

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-ivdoctr

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

Health

CRAN checks

13OK

Slowest check: 3.6 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.73

39.1%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 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

READMEYes · 494 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 7%

Downloads

3.3K

CRAN downloads in the past year

Rank #13,908 · ~9/day · ~274/mo

Releases R versions

Daily download trend is not available in this view yet.

25830 days

78790 days

3.3K1 year

Compare downloads with other packages →

Also on467 r2u14 autocran

Repository

GitHub ↗ emallickhossain/ivdoctr

0Stars

1Forks

0Open issues

0Open PRs

1Releases

175Commits

6Contributors

175 commits · Last activity 2021-12-05

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/emallickhossain/ivdoctr on 2026-07-19.

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (9)

AER coda data.tablegraphicsMASSRcpp rgl sandwichstats

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (5)

testthat haven MCMCpack knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 2,925 (68%)Rd 1,236 (29%)Vignettes 88 (2%)C++ 71 (2%)C 6 (0%)

Code characteristics

Cyclomatic complexity: 1.0 median / 5 max
Test cases: 83 / 0.73 per code line

Test coverage

Line coverage

39%

Expression

41.2%

Tests / Examples

39.1% / 73% ex

Functions

57 3 exported

Complexity

1.8 avg / 5 max

Call network

57 nodes / 72 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

57 functions

Function	Cyclo	Coverage
ivdoctr exp	4	0%
makeTable exp	3	0%
plot_3d_beta exp	5	0%
collapse_3d_array	1	0%
draw_bounds	4	0%
draw_observables	2	0%

People & History

People (2)

Maintainer (1)

Mallick Hossain

Author, Maintainer

Authors (2)

Mallick Hossain

Author, Maintainer

Frank DiTraglia

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
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
R
R 4.2.0 released · 2022-04-22
1.0.1Latest
2021-12-05 · current release · diff ↗
unarchivedReturned to CRAN
2021-12-05
archivedRemoved from CRAN
2021-11-15
check problems were not corrected in time
R
R 4.1.0 released · 2021-05-18
1.0.0
2020-07-03
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-07-03
Total releases: 2 / 6 yrs
License: CC0
Minimum R: ≥ 2.10
Bundled data: 81 KB / 3 files
Download size: 230 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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