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mdqc

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

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

Mahalanobis Distance Quality Control for microarrays


Bioconductor version: Development (3.24)

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")):

Justin Harrington. mdqc: Mahalanobis Distance Quality Control for microarrays. doi:10.18129/B9.bioc.mdqc, R package version 1.75.0, https://bioconductor.org/packages/mdqc.

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")

## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")

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 ManualPDF

Details

biocViews Microarray, QualityControl, Software
Version1.75.0
In Bioconductor sinceBioC 2.2 (R-2.7) (18.5 years)
License LGPL (>= 2)
Depends R (>= 2.2.1), cluster, MASS
Imports
System Requirements
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Depends On Me
Imports Me arrayMvout
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Build Report Build Report, r-universe

Package Archives

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

Source Package mdqc_1.75.0.tar.gz
Windows Binary (x86_64) mdqc_1.75.0.zip
macOS Binary (big-sur-x86_64) mdqc_1.75.0.tgz
macOS Binary (sonoma-arm64) mdqc_1.75.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/mdqc
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/mdqc
Package Short Url https://bioconductor.org/packages/mdqc/
Package Downloads ReportDownload Stats