The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
A clustering algorithm similar to K-Means is implemented, it has two main advantages, namely (a) The estimator is resistant to outliers, that means that results of estimator are still correct when there are atypical values in the sample and (b) The estimator is efficient, roughly speaking, if there are no outliers in the sample, results will be similar to those obtained by a classic algorithm (K-Means). Clustering procedure is carried out by minimizing the overall robust scale so-called tau scale. (see Gonzalez, Yohai and Zamar (2019) <doi:10.48550/arXiv.1906.08198>).
| Version: | 1.0.0 |
| Depends: | R (≥ 2.10), MASS, stats, GSE |
| Imports: | Rcpp (≥ 1.0.9) |
| LinkingTo: | Rcpp |
| Suggests: | jpeg, tclust, knitr, rmarkdown, testthat (≥ 3.1.0) |
| Published: | 2024-01-16 |
| DOI: | 10.32614/CRAN.package.ktaucenters |
| Author: | Juan Domingo Gonzalez [cre, aut], Victor J. Yohai [aut], Ruben H. Zamar [aut], Douglas Alberto Carmona Guanipa [aut] |
| Maintainer: | Juan Domingo Gonzalez <juanrst at hotmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | ktaucenters results |
| Reference manual: | ktaucenters.pdf |
| Package source: | ktaucenters_1.0.0.tar.gz |
| Windows binaries: | r-devel: ktaucenters_1.0.0.zip, r-release: ktaucenters_1.0.0.zip, r-oldrel: ktaucenters_1.0.0.zip |
| macOS binaries: | r-release (arm64): ktaucenters_1.0.0.tgz, r-oldrel (arm64): ktaucenters_1.0.0.tgz, r-release (x86_64): ktaucenters_1.0.0.tgz, r-oldrel (x86_64): ktaucenters_1.0.0.tgz |
| Old sources: | ktaucenters archive |
| Reverse imports: | RMBC |
Please use the canonical form https://CRAN.R-project.org/package=ktaucenters to link to this page.
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.
Health stats visible at Monitor.