R Observatory: Metrics for iWeigReg version 1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

iWeigReg

1.1Package record

Improved Methods for Causal Inference and Missing Data Problems

0packages depend

2.6Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Zhiqiang TanCRAN page ↗Website ↗

Improved methods based on inverse probability weighting and outcome regression for causal inference and missing data problems.

Changes in 1.1

Changes:

Updated DESCRIPTION and NAMESPACE

From NEWS.md in the release

Install

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

install.packages("iWeigReg", 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-iweigreg

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-iWeigReg

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-iWeigReg

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

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Zhiqiang Tan <ztan@stat.rutgers.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Zhiqiang",
                      family = "Tan",
                      role = c("aut", "cre"),
                      email = "ztan@stat.rutgers.edu"),
               person(given = "Heng",
                      family = "Shu",
                      role = "aut"))
as necessary.

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

NOTERd contentsr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Rd files without \usage:
  ‘loglik.g.Rd’
\arguments should not be documented without \usage.

CRAN check page ↗

Slowest check: 1.2 min · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1

READMENoVignettesYes · 1 · dynamicNEWSYes · 67% structured · mentions 1.1Citation fileYes · computed when R runs itWebsiteYes

Help pages: 16includes a package overview page
Examples that run: 100%13 run in a plain check
Exported functions with examples: 93%
Documented parameters: 100%
Return-value docs: 93%
Help pages citing references: 88%

Vignettes (1)

iWeigReg vignette PDF

How these are measured

Downloads

2.6K

CRAN downloads in the past year

Rank #17,204 · ~7/day · ~219/mo

Releases R versions

Daily download trend is not available in this view yet.

26430 days

74590 days

2.6K1 year

Compare downloads with other packages →

Also on97 r2u10 autocran43 c2d4u

How downloads are counted

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Installing iWeigReg adds 1 package (0 with compiled code, 296 KB of source tarballs). Heaviest: trust 296 KB.

Depends (3)

R >= 2.9.1MASStrust

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

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 (from the free-text Author field) (2)

Zhiqiang Tan

Heng Shu

Maintainer since 1.0 (2013)

Releases (2)

Pick two releases to compare their code metrics.

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
1.1Latest
record
2022-05-20 · current release · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
R
R 3.0.0 released · 2013-04-03
1.0
record
2013-02-25

Show 1 earlier eventHide 1 earlier event

R
R 2.15.0 released · 2012-03-30

Package metadata

First published: 2013-02-25
Total releases: 2 / 13 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 2.9.1
Bundled data: 68 KB / 1 file
Download size: 252 KB

Appears in task views

Missing Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("iWeigReg")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

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 iWeigReg version 1.1 [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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