LSDepth-class

Class used to store maximum location-scale depth results.

Data depth concept offers a variety of powerful and user friendly
tools for robust exploration and inference for multivariate data. The offered
techniques may be successfully used in cases of lack of our knowledge on
parametric models generating data due to their nature. The
package consist of among others implementations of several data depth techniques
involving multivariate quantile-quantile plots, multivariate scatter estimators,
multivariate Wilcoxon tests and robust regressions.

Zygmunt Zawadzki

DepthProc

Statistical Depth Functions for Multivariate Analysis

Daniel Kosiorowski

Krzysztof Slomczynski

Mateusz Bocian

Anna Wegrzynkiewicz

LSDepth-class function

<dl class="dl-horizontal">
<dt><code>max_depth</code></dt><dd>maximum Student depth value.</dd></dl><dt><code>mu</code></dt><dd>location estimate in the deepest point.</dd><dt><code>sigma</code></dt><dd>scale estimate in the deepest point.</dd>

Slots

Location-Scale depth class — LSDepth-class

Location-Scale depth class

LSDepth-class: Location-Scale depth class

Description

Arguments

Slots