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bioconductor-proda

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Differential Abundance Analysis of Label-Free Mass Spectrometry Data

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-proda

Usage Tracking

1.20.0
1.16.0
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Downloads (Last 6 months): 0

Description

Account for missing values in label-free mass spectrometry data without imputation. The package implements a probabilistic dropout model that ensures that the information from observed and missing values are properly combined. It adds empirical Bayesian priors to increase power to detect differentially abundant proteins.

About

Summary

Differential Abundance Analysis of Label-Free Mass Spectrometry Data

Last Updated

Dec 22, 2024 at 11:38

License

GPL-3

Total Downloads

18.9K

Supported Platforms

noarch