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The meta-analysis is performed to increase the statistical power by integrating the results from several experiments. The p-values are often combined in meta-analysis when the effect sizes are not available. The 'metapro' R package provides not only traditional methods (Becker BJ (1994, ISBN:0-87154-226-9), Mosteller, F. & Bush, R.R. (1954, ISBN:0201048523) and Lancaster HO (1949, ISSN:00063444)), but also new method named weighted Fisher’s method we developed. While the (weighted) Z-method is suitable for finding features effective in most experiments, (weighted) Fisher’s method is useful for detecting partially associated features. Thus, the users can choose the function based on their purpose. Yoon et al. (2021) "Powerful p-value combination methods to detect incomplete association" <doi:10.1038/s41598-021-86465-y>.
| Version: | 1.5.11 |
| Imports: | metap, stats |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2023-03-10 |
| DOI: | 10.32614/CRAN.package.metapro |
| Author: | Sora Yoon |
| Maintainer: | Sora Yoon <ysora90 at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README |
| In views: | MetaAnalysis |
| CRAN checks: | metapro results |
| Reference manual: | metapro.pdf |
| Package source: | metapro_1.5.11.tar.gz |
| Windows binaries: | r-devel: metapro_1.5.11.zip, r-release: metapro_1.5.11.zip, r-oldrel: metapro_1.5.11.zip |
| macOS binaries: | r-release (arm64): metapro_1.5.11.tgz, r-oldrel (arm64): metapro_1.5.11.tgz, r-release (x86_64): metapro_1.5.11.tgz, r-oldrel (x86_64): metapro_1.5.11.tgz |
| Old sources: | metapro archive |
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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.