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>, Hubert et al. (2019) <doi:10.1080/00401706.2018.1562989>, Raymaekers and Rousseeuw (2019) <doi:10.1080/00401706.2019.1677270>.

knitr, robustHD, MASS, ellipse, markdown
reshape2, scales, ggplot2, matrixStats, gridExtra, robustbase,
rrcov, svd, stats, Rcpp (>= 0.12.10.14)
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>,
Hubert et al. (2019) <doi:10.1080/00401706.2018.1562989>,
Raymaekers and Rousseeuw (2019) <doi:10.1080/00401706.2019.1677270>,
Raymaekers and Rousseeuw (2020) <arXiv:2005.07946>.

c(
person(given="Jakob",family="Raymaekers", role = c("aut","cre"),
email="jakob.raymaekers@kuleuven.be"),
person(given="Peter",family="Rousseeuw", role = c("aut")),
person(given="Wannes",family="Van den Bossche", role = c("ctb")),
person(given="Mia",family="Hubert", role = c("ctb"))
)
knitr, robustHD, MASS, ellipse, markdown, rospca
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).
Examples can be found in the vignettes:
"DDC_examples", "MacroPCA_examples", "Wrap_examples" and "transfo_examples".
Jakob Raymaekers [aut, cre],
Peter Rousseeuw [aut],
Wannes Van den Bossche [ctb],
Mia Hubert [ctb]

knitr, robustHD, MASS, ellipse, markdown, rospca, GSE
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" and "transfo_examples".