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cellWise
View on CRAN: Click
here
Download and install cellWise package within the R console
Install from CRAN:
install.packages("cellWise")
Install from Github:
library("remotes")
install_github("cran/cellWise") Install by package version:
library("remotes")
install_version("cellWise", "2.5.5") Attach the package and use:
library("cellWise")
Maintained by
Jakob Raymaekers
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-12-07
Latest Update: 2023-10-25
Description:
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) (open access)
Hubert et al. (2019) (open access),
Raymaekers and Rousseeuw (2021) (open access),
Raymaekers and Rousseeuw (2021) (open access),
Raymaekers and Rousseeuw (2021) (open access),
Raymaekers and Rousseeuw (2022) (open access)
Rousseeuw (2022) (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".
How to cite:
Jakob Raymaekers (2016). cellWise: Analyzing Data with Cellwise Outliers. R package version 2.5.5, https://cran.r-project.org/web/packages/cellWise. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:25), 1.0.0 (2016-12-07 02:29), 2.0.7 (2018-02-01 23:46), 2.0.8 (2018-02-02 19:21), 2.0.10 (2018-06-26 00:55), 2.1.0 (2019-02-25 18:40), 2.1.1 (2020-04-14 12:40), 2.2.0 (2020-10-27 23:10), 2.2.1 (2020-11-11 07:40), 2.2.2 (2020-11-26 16:50), 2.2.3 (2020-12-03 12:00), 2.2.5 (2021-03-09 12:00), 2.2.6 (2022-03-16 15:30), 2.4.0 (2022-08-10 17:30), 2.5.0 (2022-12-11 08:50), 2.5.2 (2023-04-21 00:22), 2.5.3 (2023-10-25 15:00), 2.5.4 (2025-09-23 16:00), 2.5.5 (2026-01-08 16:20)
Other packages that cited cellWise R package
View cellWise citation profile
Other R packages that cellWise depends,
imports, suggests or enhances
Complete documentation for cellWise
Functions, R codes and Examples using
the cellWise R package
Some associated functions: DDC . DDCpredict . DI . ICPCA . MacroPCA . MacroPCApredict . cellHandler . cellMCD . cellMap . checkDataSet . cwLocScat . data_VOC . data_brands . data_clothes . data_dogWalker . data_dposs . data_glass . data_mortality . data_personality_traits . data_philips . estLocScale . generateCorMat . generateData . outlierMap . plot_cellMCD . transfo . transfo_newdata . transfo_transformback . truncPC . unpack . weightedEM . wrap .
Some associated R codes: DDC.R . DDCpredict.R . ICPCA.R . MCDfixedcenter.R . MacroPCA.R . MacroPCApredict.R . RcppExports.R . TVCN.R . Wrap.R . cellHandler.R . cellMCD.R . cellMap.R . cellwiseWeights.R . checkDataSet.R . estLocScale.R . generateData.R . outlierMap.R . Full cellWise package functions and examples
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