MicrobiotaProcess

DOI: 10.18129/B9.bioc.MicrobiotaProcess  

A comprehensive R package for managing and analyzing microbiome and other ecological data within the tidy framework

Bioconductor version: Release (3.17)

MicrobiotaProcess is an R package for analysis, visualization and biomarker discovery of microbial datasets. It introduces MPSE class, this make it more interoperable with the existing computing ecosystem. Moreover, it introduces a tidy microbiome data structure paradigm and analysis grammar. It provides a wide variety of microbiome data analysis procedures under the unified and common framework (tidy-like framework).

Author: Shuangbin Xu [aut, cre] , Guangchuang Yu [aut, ctb]

Maintainer: Shuangbin Xu <xshuangbin at 163.com>

Installation

To install this package, start R (version "4.3") and enter:

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

BiocManager::install("MicrobiotaProcess")

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("MicrobiotaProcess")

 

HTML	R Script	Introduction to MicrobiotaProcess
PDF		Reference Manual
Text		NEWS

Details

biocViews	FeatureExtraction, Microbiome, MultipleComparison, Software, Visualization
Version	1.12.4
In Bioconductor since	BioC 3.11 (R-4.0) (3.5 years)
License	GPL (>= 3.0)
Depends	R (>= 4.0.0)
Imports	ape, tidyr, ggplot2, magrittr, dplyr, Biostrings, ggrepel, vegan, zoo, ggtree, tidytree (>= 0.4.2), MASS, methods, rlang, tibble, grDevices, stats, utils, coin, ggsignif, patchwork, ggstar, tidyselect, SummarizedExperiment, foreach, treeio(>= 1.17.2), pillar, cli, plyr, dtplyr, ggtreeExtra, data.table, ggfun (>= 0.1.1)
LinkingTo
Suggests	rmarkdown, prettydoc, testthat, knitr, nlme, phangorn, DECIPHER, randomForest, jsonlite, biomformat, scales, yaml, withr, S4Vectors, purrr, seqmagick, glue, ggupset, ggVennDiagram, gghalves, ggalluvial (>= 0.11.1), forcats, phyloseq, aplot, ggnewscale, ggside, ggh4x, hopach, parallel, shadowtext, DirichletMultinomial, ggpp, BiocManager
SystemRequirements
Enhances
URL	https://github.com/YuLab-SMU/MicrobiotaProcess/
BugReports	https://github.com/YuLab-SMU/MicrobiotaProcess/issues
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report

Package Archives

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

Source Package	MicrobiotaProcess_1.12.4.tar.gz
Windows Binary	MicrobiotaProcess_1.12.4.zip
macOS Binary (x86_64)	MicrobiotaProcess_1.12.4.tgz
macOS Binary (arm64)	MicrobiotaProcess_1.12.4.tgz
Source Repository	git clone https://git.bioconductor.org/packages/MicrobiotaProcess
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/MicrobiotaProcess
Bioc Package Browser	https://code.bioconductor.org/browse/MicrobiotaProcess/
Package Short Url	https://bioconductor.org/packages/MicrobiotaProcess/
Package Downloads Report	Download Stats
Old Source Packages for BioC 3.17	Source Archive