Transformation-Free Linear Regression for Compositional Outcomes and Predictors R package codalm version 0.1.3 Implements the expectation-maximization (EM) algorithm as described in Fiksel et al. (2022) <doi:10.1111/biom.13465> for transformation-free linear regression for compositional outcomes and predictors. Software Imports: SQUAREM (>= 2020.3), future, future.apply Suggests: knitr, gtools, remotes, testthat, rmarkdown, ggtern, ggplot2 Sandipan Pramanik <sandy.pramanik@gmail.com> Comprehensive R Archive Network (CRAN) Jacob Fiksel [aut] (ORCID: <https://orcid.org/0000-0001-7067-1334>), Abhirup Datta [ctb], Sandipan Pramanik [cre, ctb] (ORCID: <https://orcid.org/0000-0002-7196-155X>) GPL-2 2025-12-11 application/tgz https://CRAN.R-project.org/package=codalm doi:10.32614/CRAN.package.codalm