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probout: Unsupervised Multivariate Outlier Probabilities for Large Datasets

Estimates unsupervised outlier probabilities for multivariate numeric data with many observations from a nonparametric outlier statistic.

Version: 1.1.2
Depends: R (≥ 3.1.0), FNN, mclust, MASS
Suggests: mvtnorm, GDAdata, knitr, rmarkdown
Published: 2022-02-11
DOI: 10.32614/CRAN.package.probout
Author: Chris Fraley [aut, cre]
Maintainer: Chris Fraley <fraley at u.washington.edu>
License: MIT + file LICENSE
URL: https://www.r-project.org
NeedsCompilation: yes
Materials: ChangeLog
CRAN checks: probout results

Documentation:

Reference manual: probout.pdf
Vignettes: The probout Package

Downloads:

Package source: probout_1.1.2.tar.gz
Windows binaries: r-devel: probout_1.1.2.zip, r-release: probout_1.1.2.zip, r-oldrel: probout_1.1.2.zip
macOS binaries: r-release (arm64): probout_1.1.2.tgz, r-oldrel (arm64): probout_1.1.2.tgz, r-release (x86_64): probout_1.1.2.tgz, r-oldrel (x86_64): probout_1.1.2.tgz
Old sources: probout archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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