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.