BERT
This is the development version of BERT; for the stable release version, see BERT.
High Performance Data Integration for Large-Scale Analyses of Incomplete Omic Profiles Using Batch-Effect Reduction Trees (BERT)
Bioconductor version: Development (3.24)
Provides efficient batch-effect adjustment of data with missing values. BERT orders all batch effect correction to a tree of pairwise computations. BERT allows parallelization over sub-trees.
Author: Yannis Schumann [aut, cre]
, Simon Schlumbohm [aut]
Maintainer: Yannis Schumann <yannis.schumann at desy.de>
citation("BERT")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")
BiocManager::install("BERT")
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("BERT")| BERT-Vignette | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | BatchEffect, ExperimentalDesign, Preprocessing, QualityControl, Software |
| Version | 1.9.0 |
| In Bioconductor since | BioC 3.19 (R-4.4) (2.5 years) |
| License | GPL-3 |
| Depends | R (>= 4.3.0) |
| Imports | cluster, comprehenr, foreach (>= 1.5.2), invgamma, iterators (>= 1.0.14), janitor (>= 2.2.0), limma(>= 3.46.0), logging (>= 0.10-108), sva(>= 3.38.0), SummarizedExperiment, methods, BiocParallel |
| System Requirements | |
| URL | https://github.com/HSU-HPC/BERT/ |
| Bug Reports | https://github.com/HSU-HPC/BERT/issues |
See More
| Suggests | testthat (>= 3.0.0), knitr, rmarkdown, BiocStyle |
| 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 | BERT_1.9.0.tar.gz |
| Windows Binary (x86_64) | BERT_1.9.0.zip |
| macOS Binary (big-sur-x86_64) | BERT_1.9.0.tgz |
| macOS Binary (sonoma-arm64) | BERT_1.9.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/BERT |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/BERT |
| Bioc Package Browser | https://code.bioconductor.org/browse/BERT/ |
| Package Short Url | https://bioconductor.org/packages/BERT/ |
| Package Downloads Report | Download Stats |