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MMUPHin

This is the released version of MMUPHin; for the devel version, see MMUPHin.

All versions 3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12, 3.11, 3.10

Meta-analysis Methods with Uniform Pipeline for Heterogeneity in Microbiome Studies


Bioconductor version: Release (3.23)

MMUPHin is an R package for meta-analysis tasks of microbiome cohorts. It has function interfaces for: a) covariate-controlled batch- and cohort effect adjustment, b) meta-analysis differential abundance testing, c) meta-analysis unsupervised discrete structure (clustering) discovery, and d) meta-analysis unsupervised continuous structure discovery.

Author: Siyuan Ma

Maintainer: Siyuan MA <syma.research at gmail.com>

Citation (from within R, enter citation("MMUPHin")):

Siyuan Ma. MMUPHin: Meta-analysis Methods with Uniform Pipeline for Heterogeneity in Microbiome Studies. doi:10.18129/B9.bioc.MMUPHin, R package version 2.0.0, https://bioconductor.org/packages/MMUPHin.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("MMUPHin")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("MMUPHin")
MMUPHin HTML R Script
Reference ManualPDF
NEWSText
LICENSEText

Details

biocViews BatchEffect, Metagenomics, Microbiome, Software
Version2.0.0
In Bioconductor sinceBioC 3.10 (R-3.6) (7 years)
License MIT + file LICENSE
Depends R (>= 3.6)
Imports maaslin3, metafor, fpc, igraph, ggplot2, dplyr, tidyr, stringr, cowplot, utils, stats, grDevices
System Requirementsglpk (>= 4.57)
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Suggests testthat, BiocStyle, knitr, rmarkdown, magrittr, vegan, phyloseq, curatedMetagenomicData, genefilter
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Package Archives

Follow Installation instructions to use this package in your R session.

Source Package MMUPHin_2.0.0.tar.gz
Windows Binary (x86_64) MMUPHin_2.0.0.zip
macOS Binary (big-sur-x86_64) MMUPHin_2.0.0.tgz
macOS Binary (sonoma-arm64) MMUPHin_2.0.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/MMUPHin
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/MMUPHin
Package Short Url https://bioconductor.org/packages/MMUPHin/
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