
BIOCONDUCTOR . ORG {
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Title:
Bioconductor - mdp
Description:
The Molecular Degree of Perturbation webtool quantifies the heterogeneity of samples. It takes a data.frame of omic data that contains at least two classes (control and test) and assigns a score to all samples based on how perturbed they are compared to the controls. It is based on the Molecular Distance to Health (Pankla et al. 2009), and expands on this algorithm by adding the options to calculate the z-score using the modified z-score (using median absolute deviation), change the z-score zeroing threshold, and look at genes that are most perturbed in the test versus control classes.
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Keywords {🔍}
package, bioconductor, version, packages, mdp, perturbation, molecular, samples, based, release, source, degree, data, controls, control, zscore, aut, nakaya, enter, install, binary, learn, developers, started, software, calculates, scores, transcriptome, classes, test, perturbed, lever, russo, helder, httpsbioconductororgpackagesmdp, installation, start, documentation, system, details, bioc, stats, url, macos, mdptgz, repository, git, clone, reports, code,
Topics {✒️}
org/packages/mdp source repository joint galaxy/bioconductor conference bioconductor release tgz source repository z-score zeroing threshold source package org/packages/mdp release //code bioconductor support site median absolute deviation script reference manual gz windows binary zip macos binary tgz macos binary mdp package modified z-score helder nakaya [aut perturbation calculates scores perturbation webtool quantifies git clone https package installed control melissa lever [aut] pedro russo [aut] details biocviews utils system requirements package version 1 started install packages package samples based z-score omic data //bioconductor bioconductor registration open molecular degree molecular distance cre] maintainer quietly = true older versions gpl-3 depends developer access org released version devel version transcriptomics version view documentation url
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