Package: ssMRCD 1.1.0
Patricia Puchhammer
ssMRCD: Spatially Smoothed MRCD Estimator
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.
Authors:
ssMRCD_1.1.0.tar.gz
ssMRCD_1.1.0.tar.gz(r-4.5-noble)ssMRCD_1.1.0.tar.gz(r-4.4-noble)
ssMRCD_1.1.0.tgz(r-4.4-emscripten)ssMRCD_1.1.0.tgz(r-4.3-emscripten)
ssMRCD.pdf |ssMRCD.html✨
ssMRCD/json (API)
# Install 'ssMRCD' in R: |
install.packages('ssMRCD', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- weatherAUT2021 - Austrian Weather Data 2021
- weatherHoheWarte - Vienna Weather Time Series
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 months agofrom:593963a4e7. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 22 2024 |
R-4.5-linux | OK | Nov 22 2024 |
Exports:align_PCcontamination_randomeval_objectiveexplained_vargeo_weightsgroups_gridbasedlocal_outliers_ssMRCDobjective_matrixparameter_tuningplot_loadingsplot_score_distancesplot_scoresrescale_weightsrestructure_as_listscale_ssMRCDscoresscores.ODscores.SDselect_smoothingselect_sparsitysparsePCAlocsparsity_entriessparsity_groupsparsity_mixedsparsity_summaryssMRCDtime_weights
Dependencies:abindaskpassbackportsbitbit64bootbroomcarcarDatacellrangerclassclicliprcodetoolscolorspacecowplotcpp11crayoncurldata.tabledbscanDEoptimRDerivDescToolsdoBydoParalleldplyre1071ExactexpmfansifarverforcatsforeachFormulagenericsggplot2gldgluegtablehavenhmshttrisobanditeratorsjsonlitelabelinglatticelifecyclelme4lmommagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkmimeminqamisc3dmodelrmunsellmvtnormnlmenloptrnnetnumDerivopensslpbkrtestpcaPPpillarpkgconfigplot3DplyrprettyunitsprogressproxypurrrquantregR6RColorBrewerRcppRcppEigenreadrreadxlrematchreshape2rlangrobustbaserootSolverrcovrstudioapiscalesSparseMstringistringrsurvivalsystibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwithr