R Observatory: Metrics for WMAP version 1.3.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

WMAP

1.3.2Package record

Weighted Meta-Analysis with Pseudo-Populations

0packages depend

2.2Kdownloads / year

46.7%test coverage

13/13flavors OK

Overview

About

Maintained by Subharup GuhaCRAN page ↗

Implementation of integrative weighting approaches for multiple observational studies and causal inferences. The package features three weighting approaches, each representing a special case of the unified weighting framework, introduced by Guha and Li (2024) doi:10.1093/biomtc/ujae070, which includes an extension of inverse probability weights for data integration settings.

Install

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

install.packages("WMAP", 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-wmap

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-WMAP

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-WMAP

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

13OK

CRAN check page ↗

Slowest check: 3.1 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-05-02
ERROR11 OK, 1 ERROR2026-04-25
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.3.2

READMENoVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 43 (37 internal)
Examples that run: 0%5 only when donttest examples are enabled (R CMD check --as-cran) · 1 never run
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

WMAP HTML

How these are measured

Downloads

2.2K

CRAN downloads in the past year

Rank #15,343 · ~6/day · ~186/mo

Releases R versions

Daily download trend is not available in this view yet.

39730 days

78290 days

2.2K1 year

Compare downloads with other packages →

Also on74 r2u7 autocran

How downloads are counted

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Installing WMAP adds 30 packages (14 with compiled code, 19 MB of source tarballs). Heaviest: ggplot2 6.0 MB, Rcpp 1.8 MB, RcppEigen 1.7 MB.

Depends (1)

R >= 3.5.0

Imports (8)

pkgcond ggplot2 zeallot randomForest ranger forcatsutilsstats

LinkingTo (0)

none

Suggests (6)

future future.apply parallelly (>= 1.37.0)knitr rmarkdown testthat

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 (5)

Subharup Guha

Author, Maintainer since 1.0.0 (2024)

Yi Li

Author

Kashish Priyam

Author

Chayce Reed

Author · added in 1.3.0

Mengqi Xu

Author

Releases (6)

Pick two releases to compare their code metrics.

1.3.2Latest
record
2026-10-05 · current release · diff ↗
1.3.1
record
2026-06-09 · diff ↗
1.3.0
record
2026-06-05 · diff ↗
R
R 4.6.0 released · 2026-04-24
1.2.0
record
2025-06-17 · diff ↗ ·
removed 4 exports
get_weights, mean_diff, percentESS, sigma_ratio
R
R 4.5.0 released · 2025-04-11
1.1.0
record
2024-11-30 · diff ↗ ·
added 4 exports
get_weights, mean_diff, percentESS, sigma_ratio
1.0.0
record
2024-11-07
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-11-07
Total releases: 6 / 2 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 57 KB / 1 file
Download size: 132 KB

Appears in task views

Meta-Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("WMAP")

Format

Guha, S., Li, Y., Priyam, K., Reed, C., & Xu, M. (2026). WMAP: Weighted Meta-Analysis with Pseudo-Populations (Version 1.3.2) [Computer software]. https://doi.org/10.32614/CRAN.package.WMAP

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 WMAP version 1.3.2 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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