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drmeta: Design-Robust Meta-Analysis via Variance-Function Models

Implements Design-Robust Meta-Analysis (DR-Meta), a variance-function random-effects framework in which between-study heterogeneity is modelled as a function of a study-level design robustness index, allowing heterogeneity to depend systematically on study quality or design strength rather than being treated as a single nuisance parameter. The package provides profiled restricted maximum likelihood (REML) estimation of the overall effect and variance-function parameters, study-specific weights, heterogeneity diagnostics (tau-squared, I-squared), influence and leave-one-out analysis, and graphical tools including forest plots and influence plots. The DR-Meta framework nests classical fixed-effects and standard random-effects meta-analysis as special cases, making it a strict generalisation of existing approaches.

Version: 0.1.0
Depends: R (≥ 4.1.0)
Imports: grDevices, graphics, stats, utils
Suggests: ggplot2 (≥ 3.4.0), knitr, metafor (≥ 4.0.0), rmarkdown, testthat (≥ 3.0.0)
Published: 2026-04-08
DOI: 10.32614/CRAN.package.drmeta (may not be active yet)
Author: Subir Hait ORCID iD [aut, cre]
Maintainer: Subir Hait <haitsubi at msu.edu>
BugReports: https://github.com/causalfragility-lab/drmeta/issues
License: MIT + file LICENSE
URL: https://github.com/causalfragility-lab/drmeta
NeedsCompilation: no
Materials: README
CRAN checks: drmeta results

Documentation:

Reference manual: drmeta.html , drmeta.pdf
Vignettes: Getting Started with drmeta (source, R code)

Downloads:

Package source: drmeta_0.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): drmeta_0.1.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): drmeta_0.1.0.tgz, r-oldrel (x86_64): drmeta_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=drmeta to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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