arrayMvout

multivariate outlier detection for expression array QA

Bioconductor version: Release (2.12)

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>

To install this package, start R and enter:

    source("http://bioconductor.org/biocLite.R")
    biocLite("arrayMvout")

To cite this package in a publication, start R and enter:

    citation("arrayMvout")

Documentation

PDF	R Script	arrayMvout -- multivariate outlier algorithm for expression arrays
PDF		arrayMvout-asdad.pdf
PDF		arrayMvout-lkadas.pdf
PDF		arrayMvout-lkda.pdf
PDF		Reference Manual

Details

biocViews	Bioinformatics, Infrastructure, Microarray, QualityControl, Software
Version	1.18.0
In Bioconductor since	BioC 2.3 (R-2.8)
License	Artistic-2.0
Depends	R (>= 2.6.0), tools, methods, utils, parody, Biobase, affy, lumi
Imports	simpleaffy, mdqc, affyContam
Suggests	MAQCsubset, mvoutData, lumiBarnes, affyPLM, affydata, hgu133atagcdf
System Requirements
URL
Depends On Me
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Package Downloads

Package Source	arrayMvout_1.18.0.tar.gz
Windows Binary	arrayMvout_1.18.0.zip (32- & 64-bit)
Mac OS X 10.6 (Snow Leopard)	arrayMvout_1.18.0.tgz
Package Downloads Report	Download Stats

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