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BEclear

Correction of batch effects in DNA methylation data

Bioconductor version: 3.23 · Package version: 2.28.0

Provides functions to detect and correct for batch effects in DNA methylation data. The core function is based on latent factor models and can also be used to predict missing values in any other matrix containing real numbers.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("BEclear")

Details

MaintainerLivia Rasp <livia.rasp@gmail.com>
AuthorLivia Rasp [aut, cre] (ORCID: <https://orcid.org/0000-0003-0164-2163>), Markus Merl [aut], Ruslan Akulenko [aut]
LicenseGPL-3
URLhttps://github.com/uds-helms/BEclear
Bug Reportshttps://github.com/uds-helms/BEclear/issues
System RequirementsC++11
Downloads rank305
Source branchRELEASE_3_23
biocViewsBatchEffect, DNAMethylation, Preprocessing, Software, StatisticalMethod

Documentation

Download

Dependencies

Depends: BiocParallel (>= 1.14.2)

Imports: logger, Rdpack, Matrix, data.table (>= 1.11.8), Rcpp, abind, stats, graphics, utils, methods, dixonTest, ids

LinkingTo: Rcpp

Suggests: testthat, BiocStyle, knitr, rmarkdown, pander, seewave