Bioconductor Developer Survey 2026 Now Open!

arrayMvout

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

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, 3.8, 3.7, 3.6, 3.5, 3.4, 3.3, 3.2, 3.1, 3.0, 2.14, 2.13, 2.12, 2.11, 2.10, 2.9, 2.8, 2.7, 2.6, 2.5

multivariate outlier detection for expression array QA


Bioconductor version: Release (3.23)

This package supports the application of diverse quality metrics to AffyBatch instances, summarizing these metrics via PCA, and then performing parametric outlier detection on the PCs to identify aberrant arrays with a fixed Type I error rate

Author: Z. Gao, A. Asare, R. Wang, V. Carey

Maintainer: V. Carey <stvjc at channing.harvard.edu>

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

Z. Gao, A. Asare, R. Wang, V. Carey. arrayMvout: multivariate outlier detection for expression array QA. doi:10.18129/B9.bioc.arrayMvout, R package version 1.70.0, https://bioconductor.org/packages/arrayMvout.

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("arrayMvout")

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("arrayMvout")
arrayMvout -- multivariate outlier algorithm for expression arrays PDF R Script
Reference ManualPDF

Details

biocViews Infrastructure, Microarray, QualityControl, Software
Version1.70.0
In Bioconductor sinceBioC 2.3 (R-2.8) (18 years)
License Artistic-2.0
Depends R (>= 2.6.0), tools, methods, utils, parody, Biobase, affy
Imports mdqc, affyContam, lumi
System Requirements
URL
See More
Suggests MAQCsubset, mvoutData, lumiBarnes, affyPLM, affydata, hgu133atagcdf
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report, r-universe

Package Archives

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

Source Package arrayMvout_1.70.0.tar.gz
Windows Binary (x86_64) arrayMvout_1.70.0.zip
macOS Binary (big-sur-x86_64) arrayMvout_1.70.0.tgz
macOS Binary (sonoma-arm64) arrayMvout_1.70.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/arrayMvout
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/arrayMvout
Package Short Url https://bioconductor.org/packages/arrayMvout/
Package Downloads ReportDownload Stats