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edrGraphicalTools (version 2.2)

Provides Tools for Dimension Reduction Methods

Description

Reduction methods through slice inverse regression approaches. It mainly designed for illustrating the articles "A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches" (Liquet, B., Saracco, J. (2012) ) and "Comparison of sliced inverse regression approaches for underdetermined cases<80><9d>.

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Version

Install

install.packages('edrGraphicalTools')

Monthly Downloads

63

Version

2.2

License

GPL (>= 2.0)

Maintainer

Benoit Liquet

Last Published

September 1st, 2017

Functions in edrGraphicalTools (2.2)

edrGraphicalTools-package

Provides graphical tools for dimension reduction methods
edrSelec

Variable selection based on sliced inverse regression
criterionRkh

Estimation of the Rkh criterion by bootstrap method
edr

Main function for estimation of the EDR space
print.edr

Print a Summary of an edr Object
plot.edrSelec

Displaying methods for the class 'edrSelec'
plot.edr

Basic plot of an edr object
print.criterionRkh

Print a Summary of a criterionRkh Object
edrUnderdet

EDR space estimation for underdetermined cases.
plot.criterionRkh

Graphical tools for the bootstrap criterion
sliceMat

Slicing matrix computation
summary.criterionRkh

Print a Summary of a criterionRkh Object
summary.edr

Print a Summary of an edr Object