Bioconductor Developer Survey 2026 Now Open!

qsmooth

This is the released version of qsmooth; for the devel version, see qsmooth.

All versions 3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12, 3.11, 3.10, 3.9

Smooth quantile normalization


Bioconductor version: Release (3.23)

Smooth quantile normalization is a generalization of quantile normalization, which is average of the two types of assumptions about the data generation process: quantile normalization and quantile normalization between groups.

Author: Stephanie C. Hicks [aut, cre] ORCID iD ORCID: 0000-0002-7858-0231 , Kwame Okrah [aut], Koen Van den Berge [ctb], Hector Corrada Bravo [aut] ORCID iD ORCID: 0000-0002-1255-4444 , Rafael Irizarry [aut] ORCID iD ORCID: 0000-0002-3944-4309

Maintainer: Stephanie C. Hicks <shicks19 at jhu.edu>

Citation (from within R, enter citation("qsmooth")):

Stephanie C. Hicks, Kwame Okrah, Hector Corrada Bravo, Rafael Irizarry. qsmooth: Smooth quantile normalization. doi:10.18129/B9.bioc.qsmooth, R package version 1.28.0, https://bioconductor.org/packages/qsmooth.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

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

BiocManager::install("qsmooth")

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("qsmooth")
The qsmooth user's guide HTML R Script
Reference ManualPDF
NEWSText

Details

biocViews BatchEffect, Microarray, MultipleComparison, Normalization, Preprocessing, RNASeq, Sequencing, Software
Version1.28.0
In Bioconductor sinceBioC 3.9 (R-3.6) (7.5 years)
License GPL-3
Depends R (>= 4.0)
Imports SummarizedExperiment, utils, sva, stats, methods, graphics, Hmisc
System Requirements
URL
See More
Suggests bodymapRat, quantro, knitr, rmarkdown, BiocStyle, testthat
Linking To
Enhances
Depends On Me
Imports Me CleanUpRNAseq
Suggests Me metamorphr
Links To Me
Build Report Build Report, r-universe

Package Archives

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

Source Package qsmooth_1.28.0.tar.gz
Windows Binary (x86_64) qsmooth_1.28.0.zip
macOS Binary (big-sur-x86_64) qsmooth_1.28.0.tgz
macOS Binary (sonoma-arm64) qsmooth_1.28.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/qsmooth
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/qsmooth
Package Short Url https://bioconductor.org/packages/qsmooth/
Package Downloads ReportDownload Stats