Package: outlierspinner 0.1.0

outlierspinner: Geometric Multivariate Outlier Detection via Random Directional Probing

Provides tools for multivariate outlier detection based on geometric properties of multivariate data using random directional projections. Observation-level outlier scores are computed by jointly probing radial magnitude and angular alignment through repeated projections onto random directions, with optional robust centering and covariance adjustment. In addition to global outlier scoring, the method produces dimension-level contribution measures to support interpretation of detected anomalies. Visualization utilities are included to summarize directional contributions for extreme observations.

Authors:Polychronis Economou [aut, cre]

outlierspinner_0.1.0.tar.gz
outlierspinner_0.1.0.zip(r-4.7)outlierspinner_0.1.0.zip(r-4.6)outlierspinner_0.1.0.zip(r-4.5)
outlierspinner_0.1.0.tgz(r-4.6-any)outlierspinner_0.1.0.tgz(r-4.5-any)
outlierspinner_0.1.0.tar.gz(r-4.7-any)outlierspinner_0.1.0.tar.gz(r-4.6-any)
outlierspinner_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
outlierspinner/json (API)

# Install 'outlierspinner' in R:
install.packages('outlierspinner', repos = c('https://peconom.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 482 downloads 1 exports 30 dependencies

Last updated from:38c8727c30. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK135
source / vignettesOK146
linux-release-x86_64OK129
macos-release-arm64OK162
macos-oldrel-arm64OK143
windows-develOK90
windows-releaseOK116
windows-oldrelOK80
wasm-releaseOK102

Exports:spinner_outlier_score

Dependencies:clicpp11dplyrfarvergenericsggplot2gluegtableisobandlabelinglifecyclemagrittrMASSpillarpkgconfigpurrrR6RColorBrewerrlangS7scalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr