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Implements a bootstrap-based heterogeneity test for standardized mean differences (d), Fisher-transformed Pearson's correlations (r), and natural-logarithm-transformed odds ratio (or) in meta-analysis studies. Depending on the presence of moderators, this Monte Carlo based test can be implemented in the random- or mixed-effects model. This package uses rma() function from the R package 'metafor' to obtain parameter estimates and likelihoods, so installation of R package 'metafor' is required. This approach refers to the studies of Anscombe (1956) <doi:10.2307/2332926>, Haldane (1940) <doi:10.2307/2332614>, Hedges (1981) <doi:10.3102/10769986006002107>, Hedges & Olkin (1985, ISBN:978-0123363800), Silagy, Lancaster, Stead, Mant, & Fowler (2004) <doi:10.1002/14651858.CD000146.pub2>, Viechtbauer (2010) <doi:10.18637/jss.v036.i03>, and Zuckerman (1994, ISBN:978-0521432009).
| Version: | 1.1.5 |
| Depends: | R (≥ 3.1.0) |
| Imports: | stats, metafor, utils, pbmcapply, HSAUR3, knitr, rmarkdown |
| Suggests: | base, roxygen2, parallel, testthat |
| Published: | 2021-10-23 |
| DOI: | 10.32614/CRAN.package.boot.heterogeneity |
| Author: | Ge Jiang [aut, cre], Han Du [aut], Zijun Ke [ctb] |
| Maintainer: | Ge Jiang <gejiang2 at illinois.edu> |
| BugReports: | https://github.com/gabriellajg/boot.heterogeneity/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/gabriellajg/boot.heterogeneity/ |
| NeedsCompilation: | no |
| Materials: | README |
| In views: | MetaAnalysis |
| CRAN checks: | boot.heterogeneity results |
| Reference manual: | boot.heterogeneity.pdf |
| Vignettes: |
boot.heterogeneity |
| Package source: | boot.heterogeneity_1.1.5.tar.gz |
| Windows binaries: | r-devel: boot.heterogeneity_1.1.5.zip, r-release: boot.heterogeneity_1.1.5.zip, r-oldrel: boot.heterogeneity_1.1.5.zip |
| macOS binaries: | r-release (arm64): boot.heterogeneity_1.1.5.tgz, r-oldrel (arm64): boot.heterogeneity_1.1.5.tgz, r-release (x86_64): boot.heterogeneity_1.1.5.tgz, r-oldrel (x86_64): boot.heterogeneity_1.1.5.tgz |
| Old sources: | boot.heterogeneity archive |
| Reverse imports: | mc.heterogeneity |
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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.