cellWise
Analyzing Data with Cellwise Outliers
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) <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".
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (3 non-OK)
installed package size
installed size is 16.3Mb
sub-directories of 1Mb or more:
data 3.2Mb
doc 2.0Mb
libs 10.6Mb
installed package size
installed size is 17.2Mb
sub-directories of 1Mb or more:
data 3.2Mb
doc 2.0Mb
libs 11.5Mb
installed package size
installed size is 7.4Mb
sub-directories of 1Mb or more:
data 3.2Mb
doc 2.0Mb
libs 1.8Mb
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 16.3Mb
sub-directories of 1Mb or more:
data 3.2Mb
doc 2.0Mb
libs 10.6Mb
installed package size
installed size is 17.2Mb
sub-directories of 1Mb or more:
data 3.2Mb
doc 2.0Mb
libs 11.5Mb
installed package size
installed size is 7.4Mb
sub-directories of 1Mb or more:
data 3.2Mb
doc 2.0Mb
libs 1.8Mb