coseq
This is the released version of coseq; for the devel version, see coseq.
Co-Expression Analysis of Sequencing Data
Bioconductor version: Release (3.23)
Co-expression analysis for expression profiles arising from high-throughput sequencing data. Feature (e.g., gene) profiles are clustered using adapted transformations and mixture models or a K-means algorithm, and model selection criteria (to choose an appropriate number of clusters) are provided.
Author: Andrea Rau [cre, aut]
, Cathy Maugis-Rabusseau [ctb], Antoine Godichon-Baggioni [ctb]
Maintainer: Andrea Rau <andrea.rau at inrae.fr>
citation("coseq")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("coseq")
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("coseq")| coseq | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | GeneExpression, ImmunoOncology, RNASeq, Sequencing, Software |
| Version | 1.36.0 |
| In Bioconductor since | BioC 3.5 (R-3.4) (9.5 years) |
| License | GPL-3 |
| Depends | R (>= 4.0.0), SummarizedExperiment, S4Vectors |
| Imports | edgeR, DESeq2, capushe, Rmixmod, e1071, BiocParallel, ggplot2, scales, HTSFilter, corrplot, HTSCluster, grDevices, graphics, stats, methods, compositions, mvtnorm |
| System Requirements | |
| URL |
See More
| Suggests | Biobase, knitr, rmarkdown, testthat, BiocStyle |
| Linking To | |
| Enhances | |
| Depends On Me | RFLOMICS |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | coseq_1.36.0.tar.gz |
| Windows Binary (x86_64) | coseq_1.35.0.zip |
| macOS Binary (big-sur-x86_64) | coseq_1.36.0.tgz |
| macOS Binary (sonoma-arm64) | coseq_1.36.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/coseq |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/coseq |
| Bioc Package Browser | https://code.bioconductor.org/browse/coseq/ |
| Package Short Url | https://bioconductor.org/packages/coseq/ |
| Package Downloads Report | Download Stats |