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 |