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 (2019) <doi:10.1080/00401706.2019.1677270> (open access), Raymaekers and Rousseeuw (2020) <arXiv:2005.07946> (open access), Raymaekers and Rousseeuw (2020) <arXiv:1912.12446> (open access). Examples can be found in the vignettes: "DDC_examples", "MacroPCA_examples", "wrap_examples", "transfo_examples" and "DI_examples".

Package details

AuthorJakob Raymaekers [aut, cre], Peter Rousseeuw [aut], Wannes Van den Bossche [ctb], Mia Hubert [ctb]
MaintainerJakob Raymaekers <jakob.raymaekers@kuleuven.be>
LicenseGPL (>= 2)
Version2.2.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("cellWise")

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cellWise documentation built on Jan. 13, 2021, 12:07 p.m.