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 |
| Author: | Subir Hait |
| 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 |
| Reference manual: | drmeta.html , drmeta.pdf |
| Vignettes: |
Getting Started with drmeta (source, R code) |
| Package source: | drmeta_0.1.0.tar.gz |
| Windows binaries: | r-devel: drmeta_0.1.0.zip, r-release: drmeta_0.1.0.zip, r-oldrel: drmeta_0.1.0.zip |
| macOS binaries: | r-release (arm64): drmeta_0.1.0.tgz, r-oldrel (arm64): drmeta_0.1.0.tgz, r-release (x86_64): drmeta_0.1.0.tgz, r-oldrel (x86_64): drmeta_0.1.0.tgz |
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