Computes clustering by fitting Gaussian mixture models (GMM) via stochastic approximation following the methods of Nguyen and Jones (2018) <doi:10.1201/9780429446177>. It also provides some test data generation and plotting functionality to assist with this process.
| Version: | 0.2.4 |
| Imports: | Rcpp (≥ 0.12.13), MixSim, mclust, stats, lowmemtkmeans |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | testthat, ggplot2 |
| Published: | 2019-06-29 |
| DOI: | 10.32614/CRAN.package.SAGMM |
| Author: | Andrew T. Jones, Hien D. Nguyen |
| Maintainer: | Andrew T. Jones <andrewthomasjones at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | SAGMM results |
| Reference manual: | SAGMM.pdf |
| Package source: | SAGMM_0.2.4.tar.gz |
| Windows binaries: | r-devel: SAGMM_0.2.4.zip, r-release: SAGMM_0.2.4.zip, r-oldrel: SAGMM_0.2.4.zip |
| macOS binaries: | r-release (arm64): SAGMM_0.2.4.tgz, r-oldrel (arm64): SAGMM_0.2.4.tgz, r-release (x86_64): SAGMM_0.2.4.tgz, r-oldrel (x86_64): SAGMM_0.2.4.tgz |
| Old sources: | SAGMM archive |
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