pcaExplorer
This package is for version 3.6 of Bioconductor; for the stable, up-to-date release version, see pcaExplorer.
Interactive Visualization of RNA-seq Data Using a Principal Components Approach
Bioconductor version: 3.6
This package provides functionality for interactive visualization of RNA-seq datasets based on Principal Components Analysis. The methods provided allow for quick information extraction and effective data exploration. A Shiny application encapsulates the whole analysis.
Author: Federico Marini [aut, cre]
Maintainer: Federico Marini <marinif at uni-mainz.de>
citation("pcaExplorer")):
Installation
To install this package, start R (version "3.4") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("pcaExplorer")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
| Reference Manual | |
| NEWS | Text |
| LICENSE | Text |
Details
| biocViews | DimensionReduction, GUI, PrincipalComponent, QualityControl, RNASeq, ReportWriting, Software, Visualization |
| Version | 2.4.0 |
| In Bioconductor since | BioC 3.3 (R-3.3) (8 years) |
| License | MIT + file LICENSE |
| Depends | |
| Imports | DESeq2, SummarizedExperiment, GenomicRanges, IRanges, S4Vectors, genefilter, ggplot2 (>= 2.0.0), d3heatmap, scales, NMF, plyr, topGO, limma, GOstats, GO.db, AnnotationDbi, shiny (>= 0.12.0), shinydashboard, shinyBS, ggrepel, DT, shinyAce, threejs, biomaRt, pheatmap, knitr, rmarkdown, tidyr, grDevices, methods |
| System Requirements | |
| URL | https://github.com/federicomarini/pcaExplorer |
| Bug Reports | https://github.com/federicomarini/pcaExplorer/issues |
See More
| Suggests | testthat, BiocStyle, airway, org.Hs.eg.db |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | ideal |
| Suggests Me | DASC |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | pcaExplorer_2.4.0.tar.gz |
| Windows Binary | pcaExplorer_2.4.0.zip |
| Mac OS X 10.11 (El Capitan) | pcaExplorer_2.4.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/pcaExplorer |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/pcaExplorer |
| Package Short Url | https://bioconductor.org/packages/pcaExplorer/ |
| Package Downloads Report | Download Stats |
| Old Source Packages for BioC 3.6 | Source Archive |