scater

DOI: 10.18129/B9.bioc.scater  

Single-Cell Analysis Toolkit for Gene Expression Data in R

Bioconductor version: Release (3.17)

A collection of tools for doing various analyses of single-cell RNA-seq gene expression data, with a focus on quality control and visualization.

Author: Davis McCarthy [aut], Kieran Campbell [aut], Aaron Lun [aut, ctb], Quin Wills [aut], Vladimir Kiselev [ctb], Felix G.M. Ernst [ctb], Alan O'Callaghan [ctb, cre], Yun Peng [ctb], Leo Lahti [ctb]

Maintainer: Alan O'Callaghan <alan.ocallaghan at outlook.com>

Installation

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

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

BiocManager::install("scater")

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("scater")

 

HTML	R Script	Overview of scater functionality
PDF		Reference Manual
Text		NEWS

Details

biocViews	Coverage, DataImport, DataRepresentation, DimensionReduction, GeneExpression, ImmunoOncology, Infrastructure, Normalization, Preprocessing, QualityControl, RNASeq, Sequencing, SingleCell, Software, Transcriptomics, Visualization
Version	1.28.0
In Bioconductor since	BioC 3.3 (R-3.3) (7.5 years)
License	GPL-3
Depends	SingleCellExperiment, scuttle, ggplot2
Imports	stats, utils, methods, Matrix, BiocGenerics, S4Vectors, SummarizedExperiment, DelayedArray, DelayedMatrixStats, beachmat, BiocNeighbors, BiocSingular, BiocParallel, rlang, ggbeeswarm, viridis, Rtsne, RColorBrewer, RcppML, uwot, pheatmap, ggrepel, densvis, ggrastr
LinkingTo
Suggests	BiocStyle, snifter, cowplot, biomaRt, knitr, scRNAseq, robustbase, rmarkdown, testthat, Biobase, scattermore
SystemRequirements
Enhances
URL	http://bioconductor.org/packages/scater/
BugReports	https://support.bioconductor.org/
Depends On Me	netSmooth
Imports Me	airpart, BayesSpace, CATALYST, celda, CelliD, CellMixS, ChromSCape, distinct, FLAMES, IRISFGM, MEB, mia, miaViz, muscat, peco, pipeComp, scDblFinder, scMerge, scTreeViz, scviR, singleCellTK, Spaniel, spatialHeatmap, spatialLIBD, tricycle, VAExprs
Suggests Me	APL, batchelor, bluster, ccImpute, CellaRepertorium, CellTrails, Cepo, CiteFuse, concordexR, corral, curatedMetagenomicData, dittoSeq, DuoClustering2018, ExperimentSubset, fcoex, ggspavis, Glimma, HCAData, InteractiveComplexHeatmap, iSEE, iSEEhex, iSEEu, M3Drop, MAST, mbkmeans, miloR, miQC, monocle, MuData, mumosa, muscData, Nebulosa, netDx, SC3, SCArray, scds, schex, scHOT, scone, scp, scPipe, scran, scRepertoire, simpleSingleCell, SingleCellMultiModal, SingleR, slalom, speckle, spicyWorkflow, splatter, SPOTlight, standR, SummarizedBenchmark, TabulaMurisData, tidySingleCellExperiment, traviz, tuberculosis, UCell, velociraptor, Voyager, waddR
Links To Me
Build Report

Package Archives

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

Source Package	scater_1.28.0.tar.gz
Windows Binary	scater_1.28.0.zip (64-bit only)
macOS Binary (x86_64)	scater_1.28.0.tgz
macOS Binary (arm64)
Source Repository	git clone https://git.bioconductor.org/packages/scater
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/scater
Bioc Package Browser	https://code.bioconductor.org/browse/scater/
Package Short Url	https://bioconductor.org/packages/scater/
Package Downloads Report	Download Stats
Old Source Packages for BioC 3.17	Source Archive