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Performs meta-analysis and meta-regression using standard and robust methods with confidence intervals based on the profile likelihood. Robust methods are based on alternative distributions for the random effect, either the t-distribution (Lee and Thompson, 2008 <doi:10.1002/sim.2897> or Baker and Jackson, 2008 <doi:10.1007/s10729-007-9041-8>) or mixtures of normals (Beath, 2014 <doi:10.1002/jrsm.1114>).
Version: | 1.0-5 |
Depends: | R (≥ 3.2.0) |
Imports: | bbmle, metafor, boot, methods, numDeriv, MASS, graphics, stats, fastGHQuad, lme4, Rfast, parallel, doParallel, foreach, doRNG |
Suggests: | R.rsp |
Published: | 2024-07-04 |
DOI: | 10.32614/CRAN.package.metaplus |
Author: | Ken Beath [aut, cre], Ben Bolker [aut], R Development Core Team [aut] |
Maintainer: | Ken Beath <ken at kjbeath.id.au> |
Contact: | Ken Beath <ken@kjbeath.id.au> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | no |
Citation: | metaplus citation info |
Materials: | NEWS |
In views: | MetaAnalysis, Robust |
CRAN checks: | metaplus results |
Reference manual: | metaplus.pdf |
Vignettes: |
metaplus: An R Package for the Analysis of Robust Meta-Analysis and Meta-Regression |
Package source: | metaplus_1.0-5.tar.gz |
Windows binaries: | r-devel: metaplus_1.0-5.zip, r-release: metaplus_1.0-5.zip, r-oldrel: metaplus_1.0-5.zip |
macOS binaries: | r-release (arm64): metaplus_1.0-5.tgz, r-oldrel (arm64): metaplus_1.0-5.tgz, r-release (x86_64): metaplus_1.0-5.tgz, r-oldrel (x86_64): metaplus_1.0-5.tgz |
Old sources: | metaplus archive |
Reverse suggests: | ggstatsplot, insight, statsExpressions |
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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.