High-Performance Open-Source Archive
Tools for detecting cellwise outliers and robust methods to analyze data which may contain them. Contains the implementation of the algorithms described in Rousseeuw and Van den Bossche (2018) <doi:10.1080/00401706.2017.1340909> (open access) Hubert et al. (2019) <doi:10.1080/00401706.2018.1562989> (open access), Raymaekers and Rousseeuw (2021) <doi:10.1080/00401706.2019.1677270> (open access), Raymaekers and Rousseeuw (2021) <doi:10.1007/s10994-021-05960-5> (open access), Raymaekers and Rousseeuw (2021) <doi:10.52933/jdssv.v1i3.18> (open access), Raymaekers and Rousseeuw (2022) <doi:10.1080/01621459.2023.2267777> (open access) Rousseeuw (2022) <doi:10.1016/j.ecosta.2023.01.007> (open access). Examples can be found in the vignettes: "DDC_examples", "MacroPCA_examples", "wrap_examples", "transfo_examples", "DI_examples", "cellMCD_examples" , "Correspondence_analysis_examples", and "cellwise_weights_examples".
| Version: | 2.5.7 |
| Depends: | R (≥ 4.0.0) |
| Imports: | reshape2, scales, ggplot2, matrixStats, gridExtra, robustbase, rrcov, svd, stats, utils, shape, Rcpp (≥ 0.12.10.14) |
| LinkingTo: | Rcpp, RcppArmadillo (≥ 0.7.600.1.0) |
| Suggests: | knitr, robustHD, MASS, ellipse, markdown, rospca, GSE |
| Published: | 2026-02-26 |
| DOI: | 10.32614/CRAN.package.cellWise |
| Author: | Jakob Raymaekers [aut, cre], Peter Rousseeuw [aut], Wannes Van den Bossche [ctb], Mia Hubert [ctb] |
| Maintainer: | Jakob Raymaekers <jakob.raymaekers at uantwerpen.be> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| In views: | AnomalyDetection |
| CRAN checks: | cellWise results |
| Reference manual: | cellWise.html , cellWise.pdf |
| Vignettes: |
Correspondence analysis examples (source, R code) DDC examples (source, R code) DI examples (source, R code) MacroPCA examples (source, R code) cellMCD examples (source, R code) cellwise weights examples (source, R code) transfo examples (source, R code) wrap examples (source, R code) |
| Package source: | cellWise_2.5.7.tar.gz |
| Windows binaries: | r-devel: cellWise_2.5.7.zip, r-release: cellWise_2.5.7.zip, r-oldrel: cellWise_2.5.7.zip |
| macOS binaries: | r-release (arm64): cellWise_2.5.7.tgz, r-oldrel (arm64): cellWise_2.5.7.tgz, r-release (x86_64): cellWise_2.5.7.tgz, r-oldrel (x86_64): cellWise_2.5.7.tgz |
| Old sources: | cellWise archive |
| Reverse imports: | AIDA, classmap, ConfidenceEllipse, GSE, OutliersO3, RCTS, RDnp, RMSS, robStepSplitReg, rrobot, srlars, ssMRCD |
| Reverse suggests: | HRTnomaly, ShapleyOutlier, spareg |
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