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Implementation of DetMCD, a new algorithm for robust and deterministic estimation of location and scatter. The benefits of robust and deterministic estimation are explained in Hubert, Rousseeuw and Verdonck (2012) <doi:10.1080/10618600.2012.672100>.
Version: | 0.0.5 |
Depends: | robustbase, pcaPP |
LinkingTo: | Rcpp, RcppEigen |
Suggests: | mvtnorm, MASS |
Published: | 2018-05-19 |
DOI: | 10.32614/CRAN.package.DetMCD |
Author: | Vakili Kaveh [aut, cre], Mia Hubert [ths] |
Maintainer: | Vakili Kaveh <vakili.kaveh.email at gmail.com> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | yes |
CRAN checks: | DetMCD results |
Reference manual: | DetMCD.pdf |
Package source: | DetMCD_0.0.5.tar.gz |
Windows binaries: | r-devel: DetMCD_0.0.5.zip, r-release: DetMCD_0.0.5.zip, r-oldrel: DetMCD_0.0.5.zip |
macOS binaries: | r-release (arm64): DetMCD_0.0.5.tgz, r-oldrel (arm64): DetMCD_0.0.5.tgz, r-release (x86_64): DetMCD_0.0.5.tgz, r-oldrel (x86_64): DetMCD_0.0.5.tgz |
Old sources: | DetMCD archive |
Please use the canonical form https://CRAN.R-project.org/package=DetMCD 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.
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