batchCorr
This is the development version of batchCorr; for the stable release version, see batchCorr.
Within And Between Batch Correction Of LC-MS Metabolomics Data
Bioconductor version: Development (3.23)
From the perspective of metabolites as the continuation of the central dogma of biology, metabolomics provides the closest link to many phenotypes of interest. This makes metabolomics research promising in teasing apart the complexities of living systems. However, due to experimental reasons, the data includes non-biological variation which limits quality and reproducibility, especially if the data is obtained from several batches. The batchCorr package reduces unwanted variation by way of between-batch alignment, within-batch drift correction and between-batch normalization using batch-specific quality control samples and long-term reference QC samples. Please see the associated article for more thorough descriptions of algorithms.
Author: Anton Ribbenstedt [cre]
, Carl Brunius [aut]
, Vilhelm Suksi [aut]
Maintainer: Anton Ribbenstedt <parasitetwin at gmail.com>
citation("batchCorr")):
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("batchCorr")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
| Reference Manual |
Details
| biocViews | BatchEffect, BiomedicalInformatics, MassSpectrometry, Metabolomics, Normalization, QualityControl, Software |
| Version | 1.1.0 |
| In Bioconductor since | BioC 3.22 (R-4.5) (< 6 months) |
| License | GPL-2 |
| Depends | R (>= 4.4.0), SummarizedExperiment |
| Imports | reshape, mclust, BiocParallel, methods |
| System Requirements | |
| URL | https://github.com/MetaboComp/batchCorr |
| Bug Reports | https://github.com/MetaboComp/batchCorr/issues |
See More
| Suggests | BiocStyle, knitr, testthat |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| 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/batchCorr |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/batchCorr |
| Package Short Url | https://bioconductor.org/packages/batchCorr/ |
| Package Downloads Report | Download Stats |