Package: cellWise 2.5.3

Jakob Raymaekers

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]

cellWise_2.5.3.tar.gz
cellWise_2.5.3.tar.gz(r-4.5-noble)cellWise_2.5.3.tar.gz(r-4.4-noble)
cellWise_2.5.3.tgz(r-4.4-emscripten)cellWise_2.5.3.tgz(r-4.3-emscripten)
cellWise.pdf |cellWise.html✨
cellWise/json (API)

# Install 'cellWise' in R:
install.packages('cellWise', repos = c('https://cran.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:

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

5.94 score 2 stars 16 packages 54 scripts 1.0k downloads 2 mentions 23 exports 43 dependencies

Last updated 1 years agofrom:2d8d62a07c. Checks:OK: 2. Indexed: no.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-linux-x86_64OKOct 31 2024

Exports:cellHandlercellMapcellMCDcheckDataSetcwLocScatDDCDDCpredictDIestLocScalegenerateCorMatgenerateDataICPCAMacroPCAMacroPCApredictoutlierMapplot_cellMCDtransfotransfo_newdatatransfo_transformbacktruncPCunpackweightedEMwrap

Dependencies:clicolorspaceDEoptimRfansifarverggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnlmepcaPPpillarpkgconfigplyrR6RColorBrewerRcppRcppArmadilloreshape2rlangrobustbaserrcovscalesshapestringistringrsvdtibbleutf8vctrsviridisLitewithr

cellMCD examples

Raymaekers, J. and Rousseeuw, P.J.

Rendered fromcellMCD_examples.Rmdusingknitr::knitron Oct 31 2024.

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

cellwise weights examples

Rousseeuw, P.J.

Rendered fromcellwise_weights_examples.Rmdusingknitr::knitron Oct 31 2024.

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

Correspondence analysis examples

Raymaekers, J. and Rousseeuw, P.J.

Rendered fromCorrespondence_analysis_examples.Rmdusingknitr::knitron Oct 31 2024.

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

DDC examples

Raymaekers, J. and Rousseeuw, P.J.

Rendered fromDDC_examples.Rmdusingknitr::knitron Oct 31 2024.

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

DI examples

Raymaekers, J. and Rousseeuw, P.J.

Rendered fromDI_examples.Rmdusingknitr::knitron Oct 31 2024.

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

MacroPCA examples

Raymaekers, J. and Rousseeuw, P.J.

Rendered fromMacroPCA_examples.Rmdusingknitr::knitron Oct 31 2024.

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

transfo examples

Raymaekers, J. and Rousseeuw, P.J.

Rendered fromtransfo_examples.Rmdusingknitr::knitron Oct 31 2024.

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

wrap examples

Raymaekers, J. and Rousseeuw, P.J.

Rendered fromwrap_examples.Rmdusingknitr::knitron Oct 31 2024.

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