arrayMvout v1.30.0

by Vince Carey

multivariate outlier detection for expression array QA

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

Functions in arrayMvout

Name Description
arrOutStruct-class Class "arrOutStruct" container for ArrayOutliers output
ArrayOutliers Multivariate outlier detection based on PCA of QA statistics
ArrayOutliers-methods ArrayOutliers -- wrapper for platform-specific multivariate outlier detection for expression arrays
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Details

License Artistic-2.0
LazyLoad yes
biocViews Infrastructure, Microarray, QualityControl

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