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metaGE: Meta-Analysis for Detecting Genotype x Environment Associations

Provides functions to perform all steps of genome-wide association meta-analysis for studying Genotype x Environment interactions, from collecting the data to the manhattan plot. The procedure accounts for the potential correlation between studies. In addition to the Fixed and Random models, one can investigate the relationship between QTL effects and some qualitative or quantitative covariate via the test of contrast and the meta-regression, respectively. The methodology is available from: (De Walsche, A., et al. (2023) \doi{10.1101/2023.03.01.530237}).

Version: 1.1.0
Depends: R (≥ 3.0.2)
Imports: corrplot, data.table, dplyr, emdbook, future, ggplot2, ggrepel, gplots, graphics, grDevices, ks, purrr, qqman, Rfast, stats, stringr, tibble, tidyr, utils, viridis, yarrr
Suggests: DT, knitr, rmarkdown, tidyverse
Published: 2024-07-31
DOI: 10.32614/CRAN.package.metaGE
Author: Annaïg De Walsche ORCID iD [aut, cre], Tristan Mary-Huard ORCID iD [aut]
Maintainer: Annaïg De Walsche <annaig.de-walsche at inrae.fr>
License: GPL-3
NeedsCompilation: no
In views: MetaAnalysis
CRAN checks: metaGE results

Documentation:

Reference manual: metaGE.pdf
Vignettes: metaGE-vignette (source, R code)

Downloads:

Package source: metaGE_1.1.0.tar.gz
Windows binaries: r-devel: metaGE_1.1.0.zip, r-release: metaGE_1.1.0.zip, r-oldrel: metaGE_1.1.0.zip
macOS binaries: r-release (arm64): metaGE_1.1.0.tgz, r-oldrel (arm64): metaGE_1.1.0.tgz, r-release (x86_64): metaGE_1.1.0.tgz, r-oldrel (x86_64): metaGE_1.1.0.tgz
Old sources: metaGE archive

Linking:

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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.