PolySTest
This is the development version of PolySTest; for the stable release version, see PolySTest.
PolySTest: Detection of differentially regulated features. Combined statistical testing for data with few replicates and missing values
Bioconductor version: Development (3.21)
The complexity of high-throughput quantitative omics experiments often leads to low replicates numbers and many missing values. We implemented a new test to simultaneously consider missing values and quantitative changes, which we combined with well-performing statistical tests for high confidence detection of differentially regulated features. The package contains functions to run the test and to visualize the results.
Author: Veit Schwämmle [aut, cre] (ORCID:
Maintainer: Veit Schwämmle <veits at bmb.sdu.dk>
citation("PolySTest")
):
Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("PolySTest")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
Reference Manual |
Details
biocViews | DifferentialExpression, MassSpectrometry, Proteomics, Software |
Version | 1.1.0 |
In Bioconductor since | BioC 3.20 (R-4.4) (< 6 months) |
License | GPL-2 |
Depends | R (>= 4.4.0) |
Imports | fdrtool (>= 1.2.15), limma(>= 3.44.3), matrixStats (>= 0.57.0), qvalue(>= 2.22.0), shiny (>= 1.5.0), SummarizedExperiment(>= 1.20.0), knitr (>= 1.33), plotly (>= 4.9.4), heatmaply (>= 1.1.1), circlize (>= 0.4.12), UpSetR (>= 1.4.0), gplots (>= 3.1.1), S4Vectors(>= 0.30.0), parallel (>= 4.1.0), grDevices (>= 4.1.0), graphics (>= 4.1.0), stats (>= 4.1.0), utils (>= 4.1.0) |
System Requirements | |
URL | https://github.com/computproteomics/PolySTest |
Bug Reports | https://github.com/computproteomics/PolySTest/issues |
See More
Suggests | testthat (>= 3.0.0), BiocStyle |
Linking To | |
Enhances | |
Depends On Me | |
Imports Me | |
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Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
Source Package | |
Windows Binary (x86_64) | |
macOS Binary (x86_64) | |
macOS Binary (arm64) | |
Source Repository | git clone https://git.bioconductor.org/packages/PolySTest |
Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/PolySTest |
Package Short Url | https://bioconductor.org/packages/PolySTest/ |
Package Downloads Report | Download Stats |