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boot.heterogeneity: A Bootstrap-Based Heterogeneity Test for Meta-Analysis

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

Documentation:

Reference manual: boot.heterogeneity.pdf
Vignettes: boot.heterogeneity

Downloads:

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 dependencies:

Reverse imports: mc.heterogeneity

Linking:

Please use the canonical form https://CRAN.R-project.org/package=boot.heterogeneity 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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