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bioconductor-msmstests

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LC-MS/MS Differential Expression Tests

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-msmstests

Usage Tracking

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Description

Statistical tests for label-free LC-MS/MS data by spectral counts, to discover differentially expressed proteins between two biological conditions. Three tests are available: Poisson GLM regression, quasi-likelihood GLM regression, and the negative binomial of the edgeR package.The three models admit blocking factors to control for nuissance variables.To assure a good level of reproducibility a post-test filter is available, where we may set the minimum effect size considered biologicaly relevant, and the minimum expression of the most abundant condition.

About

Summary

LC-MS/MS Differential Expression Tests

Last Updated

Dec 22, 2024 at 02:09

License

GPL-2

Total Downloads

23.8K

Supported Platforms

noarch