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Common Dimensions (ComDim) is a multi-block method that simultaneously considers multiple data tables to find latent components that are common to all the tables as well as those specific to each data table, along with the contribution of each table to each component. See Jouan-Rimbaud Bouveresse and Rutledge (2024) <doi:10.1002/cem.3454>, Boccard and Rutledge (2013) <doi:10.1016/j.aca.2013.01.022>, and Puig-Castellví et al. (2021) <doi:10.1016/j.chemolab.2021.104422>.
| Version: | 1.0.0 |
| Depends: | methods |
| Imports: | pracma, utils, ggplot2, ConsensusOPLS |
| Suggests: | gridExtra, imputeLCMD, ica, MultiAssayExperiment, SummarizedExperiment, ropls |
| Published: | 2026-05-13 |
| DOI: | 10.32614/CRAN.package.R.ComDim |
| Author: | Francesc Puig-Castellví [aut, cre] |
| Maintainer: | Francesc Puig-Castellví <puig.francesc at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Citation: | R.ComDim citation info |
| CRAN checks: | R.ComDim results |
| Reference manual: | R.ComDim.html , R.ComDim.pdf |
| Package source: | R.ComDim_1.0.0.tar.gz |
| Windows binaries: | r-devel: R.ComDim_1.0.0.zip, r-release: R.ComDim_1.0.0.zip, r-oldrel: R.ComDim_1.0.0.zip |
| macOS binaries: | r-release (arm64): R.ComDim_1.0.0.tgz, r-oldrel (arm64): R.ComDim_1.0.0.tgz, r-release (x86_64): R.ComDim_1.0.0.tgz, r-oldrel (x86_64): R.ComDim_1.0.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.