vsclust
This is the released version of vsclust; for the devel version, see vsclust.
Feature-based variance-sensitive quantitative clustering
Bioconductor version: Release (3.23)
Feature-based variance-sensitive clustering of omics data. Optimizes cluster assignment by taking into account individual feature variance. Includes several modules for statistical testing, clustering and enrichment analysis.
Author: Veit Schwammle [aut, cre]
Maintainer: Veit Schwammle <veits at bmb.sdu.dk>
citation("vsclust")):
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("vsclust")
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("vsclust")| VSClust on Bioconductor object | HTML | R Script |
| VSClust workflow | HTML | R Script |
| Reference Manual | ||
| NEWS | Text | |
| LICENSE | Text |
Details
| biocViews | Annotation, Clustering, DifferentialExpression, Metabolomics, PrincipalComponent, Proteomics, Software, Visualization |
| Version | 1.14.0 |
| In Bioconductor since | BioC 3.16 (R-4.2) (4 years) |
| License | GPL-2 |
| Depends | R (>= 4.2.0) |
| Imports | matrixStats, limma, parallel, shiny, qvalue, grDevices, stats, MultiAssayExperiment, clusterProfiler, DOSE, httr, graphics |
| System Requirements | |
| URL |
See More
| Suggests | knitr, yaml, testthat (>= 3.0.0), rmarkdown, BiocStyle, httr, magick |
| Linking To | Rcpp |
| Enhances | |
| Depends On Me | |
| 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 | vsclust_1.14.0.tar.gz |
| Windows Binary (x86_64) | vsclust_1.14.0.zip |
| macOS Binary (big-sur-x86_64) | vsclust_1.14.0.tgz |
| macOS Binary (sonoma-arm64) | vsclust_1.14.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/vsclust |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/vsclust |
| Bioc Package Browser | https://code.bioconductor.org/browse/vsclust/ |
| Package Short Url | https://bioconductor.org/packages/vsclust/ |
| Package Downloads Report | Download Stats |