msmsTests
This is the development version of msmsTests; for the stable release version, see msmsTests.
LC-MS/MS Differential Expression Tests
Bioconductor version: Development (3.20)
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.
Author: Josep Gregori, Alex Sanchez, and Josep Villanueva
Maintainer: Josep Gregori i Font <josep.gregori at gmail.com>
citation("msmsTests")
):
Installation
To install this package, start R (version "4.4") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("msmsTests")
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("msmsTests")
msmsTests: controlling batch effects by blocking | R Script | |
msmsTests: post test filters to improve reproducibility | R Script | |
Reference Manual |
Details
biocViews | ImmunoOncology, MassSpectrometry, Proteomics, Software |
Version | 1.43.0 |
In Bioconductor since | BioC 2.13 (R-3.0) (11 years) |
License | GPL-2 |
Depends | R (>= 3.0.1), MSnbase, msmsEDA |
Imports | edgeR, qvalue |
System Requirements | |
URL |
See More
Suggests | xtable |
Linking To | |
Enhances | |
Depends On Me | |
Imports Me | MSnID |
Suggests Me | RforProteomics |
Links To Me | |
Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
Source Package | msmsTests_1.43.0.tar.gz |
Windows Binary | msmsTests_1.43.0.zip |
macOS Binary (x86_64) | msmsTests_1.43.0.tgz |
macOS Binary (arm64) | msmsTests_1.43.0.tgz |
Source Repository | git clone https://git.bioconductor.org/packages/msmsTests |
Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/msmsTests |
Bioc Package Browser | https://code.bioconductor.org/browse/msmsTests/ |
Package Short Url | https://bioconductor.org/packages/msmsTests/ |
Package Downloads Report | Download Stats |