metagenomeSeq
Statistical analysis for sparse high-throughput sequencing
Bioconductor version: 3.24 · Package version: 1.55.0
metagenomeSeq is designed to determine features (be it Operational Taxanomic Unit (OTU), species, etc.) that are differentially abundant between two or more groups of multiple samples. metagenomeSeq is designed to address the effects of both normalization and under-sampling of microbial communities on disease association detection and the testing of feature correlations.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("metagenomeSeq") Details
| Maintainer | Joseph N. Paulson <josephpaulson@gmail.com> |
| Author | Joseph Nathaniel Paulson, Nathan D. Olson, Domenick J. Braccia, Justin Wagner, Hisham Talukder, Mihai Pop, Hector Corrada Bravo |
| License | Artistic-2.0 |
| URL | https://github.com/nosson/metagenomeSeq/ |
| Bug Reports | https://github.com/nosson/metagenomeSeq/issues |
| Downloads rank | 2491 |
| Source branch | devel |
| biocViews | Classification, Clustering, DifferentialExpression, GeneticVariability, ImmunoOncology, Metagenomics, Microbiome, MultipleComparison, Normalization, Sequencing, Software, Visualization |
Documentation
- fitTimeSeries: differential abundance analysis through time or location
- metagenomeSeq: statistical analysis for sparse high-throughput sequencing
Download
Follow the installation instructions to use this package in your R session.
| Source package | metagenomeSeq_1.55.0.tar.gz |
| Windows binary (x86_64) | metagenomeSeq_1.55.0.zip |
| macOS binary (arm64) | metagenomeSeq_1.55.0.tgz |
| macOS binary (x86_64) | metagenomeSeq_1.55.0.tgz |
Dependencies
Depends: R (>= 3.0), Biobase, limma, glmnet, methods, RColorBrewer
Imports: parallel, matrixStats, foreach, Matrix, gplots, graphics, grDevices, stats, utils, Wrench
Suggests: annotate, BiocGenerics, biomformat, knitr, gss, testthat (>= 0.8), vegan, IHW, SparseArray
Reverse dependencies
Depends On Me (3): etec16s, microbiomeExplorer, msd16s
Imports Me (4): benchdamic, Maaslin2, mbQTL, microbiomeDASim
Suggests Me (6): DAssemble, ggpicrust2, MiscMetabar, phyloseq, scTreeViz, Wrench