DeepReg2d-class

Class for robust regression methods from depthproc package

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 nonparametric 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

DeepReg2d-class function

<dl class="dl-horizontal">
<dt><code>coef</code></dt><dd>coefficients of fitted model</dd></dl><dt><code>depth</code></dt><dd>regression depth of the fitted values</dd>

DeepReg2d-class: DeepReg2d

Description

Arguments

Slots