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CRAN: Package LOCOM2

LOCOM2: A Logistic Regression Model for Testing Microbial Differential Abundance

Testing differential abundance at individual taxa and in a whole microbial community. The tests are based on the log-ratio of relative abundances. The tests accommodate continuous, discrete (binary, categorical), and multivariate traits, and allow adjustment of confounders. For more details see He (2026) <doi:10.64898/2026.04.07.716976>.

Version: 1.0
Depends: R (≥ 3.5.0)
Imports: Rcpp (≥ 1.0.11), stats, permute, parallel, BiocParallel, matrixStats, abind, car
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat, survival
Published: 2026-05-04
DOI: 10.32614/CRAN.package.LOCOM2
Author: Yi-Juan Hu [aut, cre]
Maintainer: Yi-Juan Hu <yijuanhu at bicmr.pku.edu.cn>
BugReports: https://github.com/yijuanhu/LOCOM2/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/yijuanhu/LOCOM2
NeedsCompilation: yes
Materials: README
CRAN checks: LOCOM2 results

Documentation:

Reference manual: LOCOM2.html , LOCOM2.pdf

Downloads:

Package source: LOCOM2_1.0.tar.gz
Windows binaries: r-devel: LOCOM2_1.0.zip, r-release: LOCOM2_1.0.zip, r-oldrel: LOCOM2_1.0.zip
macOS binaries: r-release (arm64): LOCOM2_1.0.tgz, r-oldrel (arm64): LOCOM2_1.0.tgz, r-release (x86_64): LOCOM2_1.0.tgz, r-oldrel (x86_64): LOCOM2_1.0.tgz

Linking:

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