The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
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[@]metanet.ch.
Estimation of the Spatially Smoothed Minimum Regularized Determinant (ssMRCD) estimator and its usage in an ssMRCD-based outlier detection method as described in Puchhammer and Filzmoser (2023) <doi:10.1080/10618600.2023.2277875> and for sparse robust PCA for multi-source data described in Puchhammer, Wilms and Filzmoser (2024) <doi:10.48550/arXiv.2407.16299>. Included are also complementary visualization and parameter tuning tools.
| Version: | 1.1.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | stats, grDevices, graphics, robustbase, scales, car, dbscan, plot3D, dplyr, ggplot2, expm, foreach, doParallel, rrcov, DescTools, rootSolve, parallel, Matrix, reshape2 |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2024-08-23 |
| DOI: | 10.32614/CRAN.package.ssMRCD |
| Author: | Patricia Puchhammer [aut, cre, cph], Peter Filzmoser [aut] |
| Maintainer: | Patricia Puchhammer <patricia.puchhammer at tuwien.ac.at> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | ssMRCD results |
| Reference manual: | ssMRCD.pdf |
| Vignettes: |
Introduction to ssMRCD and local outlier detection (source, R code) |
| Package source: | ssMRCD_1.1.0.tar.gz |
| Windows binaries: | r-devel: ssMRCD_1.1.0.zip, r-release: ssMRCD_1.1.0.zip, r-oldrel: ssMRCD_1.1.0.zip |
| macOS binaries: | r-release (arm64): ssMRCD_1.1.0.tgz, r-oldrel (arm64): ssMRCD_1.1.0.tgz, r-release (x86_64): ssMRCD_1.1.0.tgz, r-oldrel (x86_64): ssMRCD_1.1.0.tgz |
| Old sources: | ssMRCD archive |
Please use the canonical form https://CRAN.R-project.org/package=ssMRCD 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.