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DESCRIPTION
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DESCRIPTION
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Package: Maaslin2
Title: "Multivariable Association Discovery in Population-scale Meta-omics Studies"
Year: 2021
Version: 1.15.1
Authors@R: c(
person("Himel", "Mallick", email = "[email protected]", role = "aut"),
person("Ali", "Rahnavard", email = "[email protected]", role = "aut"),
person("Lauren", "McIver", email = "[email protected]", role = c("aut", "cre"))
)
Depends: R (>= 3.6)
Description: MaAsLin2 is comprehensive R package for efficiently determining multivariable association between clinical metadata and microbial meta'omic features. MaAsLin2 relies on general linear models to accommodate most modern epidemiological study designs, including cross-sectional and longitudinal, and offers a variety of data exploration, normalization, and transformation methods. MaAsLin2 is the next generation of MaAsLin.
License: MIT + file LICENSE
LazyData: false
Imports: robustbase, biglm, pcaPP, edgeR, metagenomeSeq, pbapply, car, dplyr, vegan, chemometrics, ggplot2, pheatmap, logging, data.table, lmerTest, hash, optparse, grDevices, stats, utils, glmmTMB, MASS, cplm, pscl, lme4, tibble
Suggests:
knitr,
testthat (>= 2.1.0),
rmarkdown,
markdown
VignetteBuilder: knitr
Collate: fit.R utility_scripts.R viz.R Maaslin2.R
URL: http://huttenhower.sph.harvard.edu/maaslin2
biocViews: Metagenomics, Software, Microbiome, Normalization
BugReports: https://github.com/biobakery/maaslin2/issues