Software which provides numerous functionalities for detecting and removing group-level effects from high-dimensional scientific data which, when combined with additional assumptions, allow for causal conclusions, as-described in our manuscripts Bridgeford et al. (2024) <doi:10.1101/2021.09.03.458920> and Bridgeford et al. (2023) <doi:10.48550/arXiv.2307.13868>. Also provides a number of useful utilities for generating simulations and balancing covariates across multiple groups/batches of data via matching and propensity trimming for more than two groups.
Version: 1.3.0 Depends: R (≥ 4.2.0) Imports: cdcsis, sva, MatchIt, nnet, dplyr, magrittr, genefilter, BiocParallel, utils Suggests: tidyr, ggpubr, knitr, rmarkdown, parallel, testthat (≥ 3.0.0), covr, roxygen2, ks, ggplot2 Published: 2025-01-07 DOI: 10.32614/CRAN.package.causalBatch Author: Eric W. Bridgeford [aut, cre], Michael Powell [ctb], Brian Caffo [ctb], Joshua T. Vogelstein [ctb] Maintainer: Eric W. Bridgeford <ericwb95 at gmail.com> License: GPL-3 URL: https://github.com/neurodata/causal_batch NeedsCompilation: no Citation: causalBatch citation info CRAN checks: causalBatch results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=causalBatch to link to this page.
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