rrcovHD: Robust Multivariate Methods for High Dimensional Data
Robust multivariate methods for high dimensional data including outlier detection (Filzmoser and Todorov (2013) <doi:10.1016/j.ins.2012.10.017>), robust sparse PCA (Croux et al. (2013) <doi:10.1080/00401706.2012.727746>, Todorov and Filzmoser (2013) <doi:10.1007/978-3-642-33042-1_31>), robust PLS (Todorov and Filzmoser (2014) <doi:10.17713/ajs.v43i4.44>), and robust sparse classification (Ortner et al. (2020) <doi:10.1007/s10618-019-00666-8>).
| Version: | 0.2-7 |
| Depends: | rrcov (≥ 1.3-7), robustbase (≥ 0.92-1), methods |
| Imports: | stats4, pls, spls, pcaPP, robustHD, Rcpp |
| LinkingTo: | Rcpp |
| Suggests: | MASS |
| Published: | 2021-04-23 |
| Author: | Valentin Todorov 
[aut, cre] |
| Maintainer: | Valentin Todorov <valentin.todorov at chello.at> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Materials: | ChangeLog |
| In views: | Robust |
| CRAN checks: | rrcovHD results |
Documentation:
| Reference manual: | rrcovHD.pdf |
Downloads:
| Package source: | rrcovHD_0.2-7.tar.gz |
| Windows binaries: | r-devel: rrcovHD_0.2-7.zip, r-release: rrcovHD_0.2-7.zip, r-oldrel: rrcovHD_0.2-7.zip |
| macOS binaries: | r-release (arm64): rrcovHD_0.2-7.tgz, r-oldrel (arm64): rrcovHD_0.2-7.tgz, r-release (x86_64): rrcovHD_0.2-7.tgz, r-oldrel (x86_64): rrcovHD_0.2-7.tgz |
| Old sources: | rrcovHD archive |
Reverse dependencies:
| Reverse imports: | rospca |
Linking:
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