print.edrSelec: Displaying methods for the class 'edrSelec'

Description Usage Arguments Value Author(s) See Also Examples

Description

Methods to present the results of a variable selection procedure based on slice inverse regression.

Usage

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## S3 method for class 'edrSelec'
print(x, ...)
## S3 method for class 'edrSelec'
summary(object, nVar=5, ...)
## S3 method for class 'edrSelec'
plot(x, nVar=25, ...)

Arguments

x

An object of class edrSelec generated by the function edrSelec.

object

An object of class edrSelec generated by the function edrSelec.

nVar

If nVar!=NULL, the method will only show the nVar most important variables with respect to the criterion computed by the function edrSelec. Not implemented for the summary method when executed with a "SR-SIR" procedure.

...

Other unused parameters.

Value

These methods display (with a text or a graphic) the score of each considered variable. The user should keep the variables with a high score.

Author(s)

Raphaël Coudret <rcoudret@gmail.com>, Benoît Liquet <benoit.liquet@isped.u-bordeaux2.fr> and Jérôme Saracco <jerome.saracco@math.u-bordeaux1.fr>

See Also

edrSelec, edrUnderdet, edr

Examples

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## see the example of the function edrSelec.

Example output

Loading required package: rgl
Loading required package: mvtnorm
Loading required package: MASS
Loading required package: lasso2
R Package to solve regression problems while imposing
	 an L1 constraint on the parameters. Based on S-plus Release 2.1
Copyright (C) 1998, 1999
Justin Lokhorst   <jlokhors@stats.adelaide.edu.au>
Berwin A. Turlach <bturlach@stats.adelaide.edu.au>
Bill Venables     <wvenable@stats.adelaide.edu.au>

Copyright (C) 2002
Martin Maechler <maechler@stat.math.ethz.ch>
Warning messages:
1: In rgl.init(initValue, onlyNULL) : RGL: unable to open X11 display
2: 'rgl_init' failed, running with rgl.useNULL = TRUE 
3: .onUnload failed in unloadNamespace() for 'rgl', details:
  call: fun(...)
  error: object 'rgl_quit' not found 

edrGraphicalTools documentation built on May 2, 2019, 3:44 a.m.