Graphical tools for the bootstrap criterion

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Description

We propose a 3D-graphical tool which can be useful to select the suitable couple (H,K). We also add some boxplots of the distribution of the bootstrap criterion.

Usage

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## S3 method for class 'criterionRkh'
plot(x, choice.H, choice.K, ...)

Arguments

x

The name of an object of class criterionRkh.

choice.H

An optional integer vector specifing the values of H for which a boxplot of the distribution of the bootstrap criterion is plotted for all the values of K specified in the criterionRkh object. The values of choice.H must be included in the values of H specified in the criterionRkh object.

choice.K

An optional integer vector specifing the values of K for which a boxplot of the distribution of the bootstrap criterion is plotted for all the values of H specified in the criterionRkh object. The values of choice.K must be included in the values of K specified in the criterionRkh object.

...

Some methods for this generic require additional arguments. None are used in this method.

Value

Returns graphs.

Author(s)

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

References

Liquet, B. and Saracco, J. (2012). A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches. Computational Statistics, 27(1), 103-125.

See Also

criterionRkh

Examples

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## see example in function criterionRkh