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TukeyRegion (version 0.1.6.3)

Tukey Region and Median

Description

Tukey regions are polytopes in the Euclidean space, viz. upper-level sets of the Tukey depth function on given data. The bordering hyperplanes of a Tukey region are computed as well as its vertices, facets, centroid, and volume. In addition, the Tukey median set, which is the non-empty Tukey region having highest depth level, and its barycenter (= Tukey median) are calculated. Tukey regions are visualized in dimension two and three. For details see Liu, Mosler, and Mozharovskyi (2019, ). See file LICENSE.note for additional license information.

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Install

install.packages('TukeyRegion')

Monthly Downloads

101

Version

0.1.6.3

License

GPL (>= 3)

Maintainer

Pavlo Mozharovskyi

Last Published

April 17th, 2023

Functions in TukeyRegion (0.1.6.3)

TukeyKRegions

Computation of the Tukey Region
TukeyRegion

Computation of the Tukey Region
plot.TukeyRegion

Plot the Tukey Region
TukeyMedian

Computation of the Tukey median set and Tukey median
summary.TukeyRegion

Prints Summary of the Tukey Region
TukeyRegions

Computation of the Tukey Region
depth.wm

Computation of the Tukey depth weighted and/or trimmed mean
TukeyKMedian

Computation of the Tukey median set and Tukey median
TukeyRegion-package

Computation of the Tukey Region and the Tukey Median