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mdqc

Mahalanobis Distance Quality Control for microarrays


Bioconductor version: Release (3.18)

MDQC is a multivariate quality assessment method for microarrays based on quality control (QC) reports. The Mahalanobis distance of an array's quality attributes is used to measure the similarity of the quality of that array against the quality of the other arrays. Then, arrays with unusually high distances can be flagged as potentially low-quality.

Author: Justin Harrington

Maintainer: Gabriela Cohen-Freue <gcohen at mrl.ubc.ca>

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

Installation

To install this package, start R (version "4.3") and enter:


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

BiocManager::install("mdqc")

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("mdqc")
Introduction to MDQC PDF R Script
Reference Manual PDF

Details

biocViews Microarray, QualityControl, Software
Version 1.64.0
In Bioconductor since BioC 2.2 (R-2.7) (16 years)
License LGPL (>= 2)
Depends R (>= 2.2.1), cluster, MASS
Imports
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Package Archives

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

Source Package mdqc_1.64.0.tar.gz
Windows Binary mdqc_1.64.0.zip (64-bit only)
macOS Binary (x86_64) mdqc_1.64.0.tgz
macOS Binary (arm64) mdqc_1.64.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/mdqc
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/mdqc
Bioc Package Browser https://code.bioconductor.org/browse/mdqc/
Package Short Url https://bioconductor.org/packages/mdqc/
Package Downloads Report Download Stats