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Provides matrix Gaussian mixture models, matrix transformation mixture models and their model-based clustering results. The parsimonious models of the mean matrices and variance covariance matrices are implemented with a total of 196 variations. For more information, please check: Xuwen Zhu, Shuchismita Sarkar, and Volodymyr Melnykov (2021), "MatTransMix: an R package for matrix model-based clustering and parsimonious mixture modeling", <doi:10.1007/s00357-021-09401-9>.
| Version: | 0.1.18 |
| Depends: | R (≥ 3.0.0) |
| Imports: | mvtnorm |
| Published: | 2025-01-29 |
| DOI: | 10.32614/CRAN.package.MatTransMix |
| Author: | Xuwen Zhu [aut, cre], Volodymyr Melnykov [aut], Shuchismita Sarkar [ctb], Michael Hutt [ctb, cph], Stephen Moshier [ctb, cph], Rouben Rostamian [ctb, cph], Carl Edward Rasmussen [ctb, cph], Dianne Cook [ctb, cph] |
| Maintainer: | Xuwen Zhu <xzhu20 at ua.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Citation: | MatTransMix citation info |
| Materials: | NEWS |
| CRAN checks: | MatTransMix results |
| Reference manual: | MatTransMix.pdf |
| Package source: | MatTransMix_0.1.18.tar.gz |
| Windows binaries: | r-devel: not available, r-release: MatTransMix_0.1.18.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): MatTransMix_0.1.18.tgz, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
| Old sources: | MatTransMix archive |
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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.