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BEclear

Bioc current

Correction of batch effects in DNA methylation data

v2.28.0 · Package record · software · GPL-3

Release Lineage

Entered 3.1 · Apr 17, 2015

Current · Requires R 4.6

1.0 In 23 of 49 releases 3.23

Description

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.

Advisories

None published for Bioconductor

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

23 13 exported

Complexity

5.4 avg / 32 max

Call network

23 nodes / 17 edges

Test coverage is not measured for Bioconductor packages; nodes fall back to a neutral fill.

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

Code

Structure

Lines of code

4,271

Files

75

Compiled share

1.6%

Has compiled src

Yes

Language breakdown

R 2,051 (48%)C/C++/src 70 (1.6%)Tests 517 (12.1%)Docs 1,299 (30.4%)Vignettes 334 (7.8%)

API

Exported functions

13

Internal functions

6

Recent export changes

v3.9+6 calcBatchEffects, findOutsideValues, localLoss +3 more  −4 calcMedians, calcPvalues, findWrongValues 1 more
v3.8+1 imputeMissingData  −1 BEclear

Testing

Has tests

Yes

Test-to-code ratio

0.25

testthat edition

–

Docs

Roxygen coverage

100%

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

Unsafe pattern score

0

Dep constraint coverage

15.4%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

–

System requirements

1 externalC++11

C++ standard

–

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

23

First release

2015-04-16

Latest release

2026-04-28

Avg cadence

182 days

Cold removal rate

100%

Dep drift

17

LOC over versions

v3.1: 2,523 LOCv3.2: 2,545 LOCv3.3: 2,545 LOCv3.4: 2,545 LOCv3.5: 2,545 LOCv3.6: 2,545 LOCv3.7: 2,545 LOCv3.8: 4,063 LOCv3.9: 4,252 LOCv3.10: 4,271 LOCv3.11: 4,278 LOCv3.12: 4,278 LOCv3.13: 4,258 LOCv3.14: 4,258 LOCv3.15: 4,273 LOCv3.16: 4,273 LOCv3.17: 4,273 LOCv3.18: 4,273 LOCv3.19: 4,273 LOCv3.20: 4,273 LOCv3.21: 4,273 LOCv3.22: 4,273 LOCv3.23: 4,271 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/bioc-code-metrics.

Documentation

In the Bioconductor 3.23 release
READMEYes · 163 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structuredCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION
Help pages
24 (8 internal)includes a package overview page
Examples that run
100%12 run in a plain check
Exported functions with examples
85%
Documented parameters
92%
Return-value docs
100%
Help pages citing references
29% with a bibliography file
Vignettes (1)

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/uds-helms/beclear on 2026-10-11.

Continuous integration (1)
Travis CI (config file)
Governance and community (1)
Issue templates
How this is detected·Detection ruleset v3 (2026-09-26)

Datasets

Bundled datasets · 3
NameClassSizeAlso in
ex.corrected.datadata.frame250 × 40No other package
ex.datamatrix250 × 40No other package
ex.samplesdata.frame40 × 2No other package

All of BEclear's data objects

Topics

Maintainer
Livia Rasp

Available on

CRANr2uBioconductorautoCRANCOPR

People

Cite

Cite this package

Run in R for the authors' entry:

citation("BEclear")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1371/journal.pone.0159921.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for BEclear version 2.28.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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