Package: cellWise 2.5.3

cellWise: Analyzing Data with Cellwise Outliers

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) <arxiv:2207.13493> (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".

Authors:Jakob Raymaekers [aut, cre], Peter Rousseeuw [aut], Wannes Van den Bossche [ctb], Mia Hubert [ctb]

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cellWise.pdf |cellWise.html
cellWise/json (API)

# Install 'cellWise' in R:
install.packages('cellWise', repos = c('https://jakobraymaekers.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

5.89 score 2 stars 16 packages 51 scripts 975 downloads 2 mentions 23 exports 43 dependencies

Last updated 1 years agofrom:2d8d62a07c. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 08 2024
R-4.5-win-x86_64OKOct 08 2024
R-4.5-linux-x86_64OKOct 08 2024
R-4.4-win-x86_64OKOct 08 2024
R-4.4-mac-x86_64OKOct 08 2024
R-4.4-mac-aarch64OKOct 08 2024
R-4.3-win-x86_64OKOct 08 2024
R-4.3-mac-x86_64OKOct 08 2024
R-4.3-mac-aarch64OKOct 08 2024

Exports:cellHandlercellMapcellMCDcheckDataSetcwLocScatDDCDDCpredictDIestLocScalegenerateCorMatgenerateDataICPCAMacroPCAMacroPCApredictoutlierMapplot_cellMCDtransfotransfo_newdatatransfo_transformbacktruncPCunpackweightedEMwrap

Dependencies:clicolorspaceDEoptimRfansifarverggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnlmepcaPPpillarpkgconfigplyrR6RColorBrewerRcppRcppArmadilloreshape2rlangrobustbaserrcovscalesshapestringistringrsvdtibbleutf8vctrsviridisLitewithr

cellMCD examples

Rendered fromcellMCD_examples.Rmdusingknitr::knitron Oct 08 2024.

Last update: 2023-10-25
Started: 2022-08-10

cellwise weights examples

Rendered fromcellwise_weights_examples.Rmdusingknitr::knitron Oct 08 2024.

Last update: 2023-10-25
Started: 2022-12-11

Correspondence analysis examples

Rendered fromCorrespondence_analysis_examples.Rmdusingknitr::knitron Oct 08 2024.

Last update: 2023-10-25
Started: 2022-12-11

DDC examples

Rendered fromDDC_examples.Rmdusingknitr::knitron Oct 08 2024.

Last update: 2023-10-25
Started: 2016-12-07

DI examples

Rendered fromDI_examples.Rmdusingknitr::knitron Oct 08 2024.

Last update: 2023-10-25
Started: 2020-12-03

MacroPCA examples

Rendered fromMacroPCA_examples.Rmdusingknitr::knitron Oct 08 2024.

Last update: 2023-10-25
Started: 2019-02-25

transfo examples

Rendered fromtransfo_examples.Rmdusingknitr::knitron Oct 08 2024.

Last update: 2023-10-25
Started: 2020-11-11

wrap examples

Rendered fromwrap_examples.Rmdusingknitr::knitron Oct 08 2024.

Last update: 2023-10-25
Started: 2021-03-09