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depth (version 2.1-1.1)

Nonparametric Depth Functions for Multivariate Analysis

Description

Tools for depth functions methodology applied to multivariate analysis. Besides allowing calculation of depth values and depth-based location estimators, the package includes functions or drawing contour plots and perspective plots of depth functions. Euclidian and spherical depths are supported.

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Version

Install

install.packages('depth')

Monthly Downloads

66

Version

2.1-1.1

License

GPL-2

Maintainer

Jean-Francois Plante

Last Published

November 21st, 2019

Functions in depth (2.1-1.1)

perspdepth

Perspective plots for depth functions
scontour

Plotting spherical depth contours
sdepth

Calculation of spherical depth
depth

Depth calculation
ctrmean

Centroid trimmed mean
smed

Calculating spherical medians
med

Multivariate median
pkg-internal

Internal functions of the depth package
isodepth

Contour plots for depth functions
strmeasure

Computing trimmed measures of sherical location
depth-package

Depth functions tools for multivariate analysis
trmean

Classical-like depth-based trimmed mean