qsmooth

This is the development version of qsmooth; for the stable release version, see qsmooth.

Smooth quantile normalization


Bioconductor version: Development (3.21)

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: ), Kwame Okrah [aut], Koen Van den Berge [ctb], Hector Corrada Bravo [aut] (ORCID: ), Rafael Irizarry [aut] (ORCID: )

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

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

Installation

To install this package, start R (version "4.5") and enter:


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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

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 Manual PDF
NEWS Text

Details

biocViews BatchEffect, Microarray, MultipleComparison, Normalization, Preprocessing, RNASeq, Sequencing, Software
Version 1.23.0
In Bioconductor since BioC 3.9 (R-3.6) (5.5 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
Links To Me
Build Report Build Report

Package Archives

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

Source Package qsmooth_1.23.0.tar.gz
Windows Binary (x86_64)
macOS Binary (x86_64)
macOS Binary (arm64)
Source Repository git clone https://git.bioconductor.org/packages/qsmooth
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/qsmooth
Bioc Package Browser https://code.bioconductor.org/browse/qsmooth/
Package Short Url https://bioconductor.org/packages/qsmooth/
Package Downloads Report Download Stats