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INVTR2

Robust R^2 coefficient of determination


Description

This function computes a robust version of the R^2 coefficient of determination. It is used internally by lmrobdetMM, and not meant to be used directly.

Usage

INVTR2(RR2, family, cc)

Arguments

RR2

the proportional difference in loss functions (a naive robust R^2 coefficient).

family

family string specifying the name of the family of loss function to be used (current valid options are "bisquare", "opt" and "mopt").

cc

tuning parameters to be computed according to efficiency and / or breakdown considerations. See lmrobdet.control, bisquare, mopt and opt.

Details

This function computes a robust version of the R^2 coefficient. It is used internally by lmrobdetMM, and not meant to be used directly.

Value

An unbiased version of the robust R^2 coefficient of determination.

Author(s)

Victor Yohai, victoryohai@gmail.com

References


RobStatTM

Robust Statistics: Theory and Methods

v1.0.2
GPL (>= 3)
Authors
Matias Salibian-Barrera [cre], Victor Yohai [aut], Ricardo Maronna [aut], Doug Martin [aut], Gregory Brownson [aut] (ShinyUI), Kjell Konis [aut], Kjell Konis [cph] (erfi), Christophe Croux [ctb] (WBYlogreg, BYlogreg), Gentiane Haesbroeck [ctb] (WBYlogreg, BYlogreg), Martin Maechler [cph] (lmrob.fit, lmrob..M..fit, lmrob.S), Manuel Koller [cph] (lmrob.fit, .vcov.avar1, lmrob.S, lmrob.lar), Matias Salibian-Barrera [aut]
Initial release
2020-03-02

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