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 resultsRetroSearch is an open source project built by @garambo | Open a GitHub Issue
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